Tuesday, May 20, 2008

PHP rand(0,1) on Windows < OpenSSL rand() on Debian

512x512 image made using `if rand(0,1)` on PHP/Windows

(Please excuse the inflammatory title.)

Bo Allen recently made a post regarding the difference between true random and pseudorandom numbers, using 512x512 bitmaps as illustration.

Some might doubt his result on Windows, as the image seems to be too predictable. Initially, I passed it off as PHP using the default Windows pseudorandom number generator, which is a Linear Congruential Generator.

The default windows rand() function is implemented as follows (coefficients from this site, many others have them also):

unsigned long randState = 0;

//Get random number
unsigned long rand(void) {
randState = randState * 214013 + 2531011L;
return (randState >> 16) & 0x7fff;
}

//Seed RNG
void srand(unsigned long seed) {
randState = seed;
}

Here is Bo Allen's code:
// Requires the GD Library
header ("Content-type: image/png");
$im = @imagecreatetruecolor(512, 512)
or die("Cannot Initialize new GD image stream");
$white = imagecolorallocate($im, 255, 255, 255);
for($y=0;$y<512;$y++){
for($x=0;$x<512;$x++){
if(rand(0,1)===1){
imagesetpixel($im, $x, $y, $white);
}
}
$x=0;
}
imagepng($im);
imagedestroy($im);


Let's have a look at how PHP does rand(0,1). All code is from the php-5.2.6 source release.

//ext/standard/rand.c:296-315
/* {{{ proto int rand([int min, int max])
Returns a random number */
PHP_FUNCTION(rand)
{
long min;
long max;
long number;
int argc = ZEND_NUM_ARGS();

if (argc != 0 &&
zend_parse_parameters(argc TSRMLS_CC, "ll", &min, &max) == FAILURE)
return;

number = php_rand(TSRMLS_C);
if (argc == 2) {
RAND_RANGE(number, min, max, PHP_RAND_MAX);
}

RETURN_LONG(number);
}
/* }}} */


A bit of digging reveals that php_rand is just a wrapper to the system's random() function. Okay, so what exactly is RAND_RANGE?

//ext/standard/php_rand.h:43-44
#define RAND_RANGE(__n, __min, __max, __tmax) \
(__n) = (__min) + (long) ((double) ( (double) (__max) - (__min) + 1.0) \
* ((__n) / ((__tmax) + 1.0)))

Wow, that is some ugly code.

Python's default random generator uses Mersenne Twister, which is an excellent choice for any application outside of cryptography. Here's code that replicates Bo's experiment, including a re-implementation of php's broken rand() function.


import PIL.Image, random, time

class MsftRand(random.Random):
'''This is equivalent to rand() and srand() on the Windows platform'''
state = 0
def __init__(self): # constructor method
self.state = int(time.time()) # seconds since the epoch
def seed(self,s):
self.state = s
def setstate(self,s):
self.state = s
def getstate(self):
return self.state
def random(self): # returns a float [0,1)
self.state = (self.state * 214013 + 2531011) % 2**32
return float((self.state >> 16) & 0x7fff) / 2**15

class bogoRand(MsftRand):
'''This replicates how PHP does randint()'''
def randint(self, a, b):
self.state = (self.state * 214013 + 2531011) % 2**32
return a + int(float((float(b-a+1)*((self.state&0x7fff)/((1<<15)+1.0)))))

image = PIL.Image.new("1",(512,512)) # Creates a 512x512 bitmap

# creates a list of different RNG objects and names
rand_mapping = [ (MsftRand(), "Microsoft"),
(random.Random(), "Mersenne"),
(bogoRand(), "bogoRand") ]

for rnd, name in rand_mapping:
for y in xrange(512):
for x in xrange(512):
image.putpixel((x,y), rnd.randint(0,1))
image.save("random_"+name+".png")

This will create three images when you run it--random_Mersenne.png, which uses Python's default random generator and randint() implementations, random_Microsoft.png, which uses the Windows LCG and Python's randint() implementation, and random_bogoRand.png, which uses the Windows LCG and PHP's randint() implementation.

Here's what random_bogoRand.png looks like:

This doesn't look exactly like Bo's image, as I probably didn't exactly replicate all the quirks of PHP's RAND_RANGE macro. I could be using the wrong LCG as well.

The other two images have no patterns obvious to the eye. How does Python do randint()?

from Lib/rand.py:

def randint(self, a, b):
"""Return random integer in range [a, b], including both end points.
"""
return self.randrange(a, b+1)
def randrange(self, start, stop):
#I'm paraphrasing here, it does checks to make sure the arguments
# are integers and other sanity stuff
return start + int(self.random() * (stop - start))

It's not that PRNGs are visibly flawed, it's that PHP has a terrible method of generating a random range.

Labels: , , ,

251 Comments:

1 – 200 of 251 Newer› Newest»
Blogger Bo said...

Wow, excellent follow-up! I appreciate the time you spent looking into the details of this.

Using PHP's mt_rand() function (which utilizes the Mersenne Twister) provides a better random value.

May 27, 2008 at 5:34 PM  
Anonymous Anonymous said...

After digging deeper into this, it seems likely that the real problem is two-fold:

first, rand() on Win32 has a period of 32767;

secondly, the RAND_RANGE define is trying to scale the generated number into the range you requested. This can result in some loss of randomness (see http://bugs.php.net/bug.php?id=45184).

Python's randrange() solves this by calling _randbelow() in a loop while you're outside the requested range - which is probably the best way to do it. There is some work on this that should be coming out as of 5.3 - thanks for bringing it up!

October 20, 2008 at 5:40 PM  
Blogger Hubadu said...

deja-vu on random.org

September 6, 2009 at 7:56 AM  
Blogger Eric said...

Even with PHP 5.3, the results aren't that much different. Using mt_rand instead, though, is mind-blowing...

PHP 5.3 with rand: http://twitpic.com/gq81b

PHP 5.3 with mt_rand: http://twitpic.com/gq827

September 6, 2009 at 10:01 AM  
Blogger Juln the Squid said...

Yes, you have to use mt_rand. That's why they describe it as "Generate a better random value".

September 6, 2009 at 2:47 PM  
Blogger jacquesm said...

If you want to do a comparison at least make it a meaningful one and use the rand function the way it is intended:

This will give your bit: "rand() & 1;", so imagesetpixel($im,$x,$y,rand() &1);

will do the job. To save you the typing you can look here:

http://ww.com/random.php

That's on a linux box running php 4.4.2, the results look pretty random to me. To make the result reproducible I've seeded the PRNG with '0' using srand(0); at the beginning of the program.

If you want to use the 'scale' function in PHP for something that you should be doing by a one bit and then you will reap the results of that, you are effectively sampling the lowest bit after a bunch of float operations, which is clearly sub-optimal.

PHP can't correct for incorrect use.

As for the rest of your code, the $x=0; line can be dropped, there is no need to 'reset' your loop variable at the end of a loop, last I checked.

I'm no PHP fan but before you criticize a project make sure you understand the material.

September 6, 2009 at 4:06 PM  
Blogger abadinfluence said...

http://pastebin.com/m40b85179

Public domain. Have fun.

September 8, 2009 at 12:11 AM  
Blogger Bo said...

@jacquesm

1.) Linux was never the problem. Read the post title...

2.) Your code is wrong.

imagesetpixel($im,$x,$y,rand() &1);

...Pretty much just makes a black square.

3.) After fixing your code, your bitwise use of rand() on Windows actually makes an even worse random graphic.

4.) rand(0, 1) works just fine. Yes, rand() &1 is faster, but that doesn't mean rand(0, 1) is "wrong"... Especially since, in this case, rand(0, 1) produces better randomness.

September 3, 2011 at 4:06 PM  
Blogger Emmanuel Jeandel said...

Your analysis is completely wrong.

You made a mistake in the code for bogoRand. IF php were to call windows random(), the call would be:

return a + int(float((float(b-a+1)*((self.state&0x7fff >> 16)/((1<<15)+1.0)))))

You forgot the ">> 16", I hope it's not intentional. But IF php were to call windows random(), there would be no problem, as anyone can see by adding back the ">> 16" that is missing.

What's really happening is that PHP in the ZTS mode (I don't know what it stands for, but it has something to do with Thread Safety) uses its own version of random() which is defined by:

return ((*ctx = *ctx * 1103515245 + 12345) % ((u_long)PHP_RAND_MAX + 1));


And you can test that by replacing your code for bogoRand by:
def randint(self, a, b):
self.state = (self.state* 1103515245 + 12345) % (1 << 15)
return a + int(float((float(b-a+1)*((self.state/((1<<15)+1.0))))))

you will obtain EXACTLY what happens in Bo Allen post.

October 5, 2012 at 3:42 AM  
Blogger Salman said...

Thank you !! Very usefull !!
vb dot net training in chennai
csharp training in chennai

November 23, 2017 at 2:39 AM  
Blogger venkatesh krishna said...

THanks for the insightful article goDigitally

February 10, 2018 at 1:27 PM  
Blogger abril joseph said...

Thanks a lot very much for the high quality and results-oriented help. I won’t think twice to endorse your blog post to anybody who wants and needs support about this area.
hadoop-training-institute-in-chennai

March 26, 2018 at 4:05 AM  
Blogger meena dlk said...

Nice Info!

I known the difference between random numbers from your blog.you also refer the logic for php for cse project centers in chennai.

Thanks.

May 10, 2018 at 7:48 AM  
Blogger Harish said...

Thank you for posting this useful information


Big Data Training Chennai | Best Hadoop Training in Chennai

May 14, 2018 at 4:53 AM  
Blogger Prasanth Krishnan said...

Nice blog! Thank you for sharing valuable information.

Hadoop Training in Chennai | Android Training in Chennai

June 4, 2018 at 4:59 AM  
Blogger sriram said...

Thank you so much for sharing this worth able content with us. The concept taken here will be useful for my future programs and i will surely implement them in my study. Keep blogging article like this.

web designing course in chennai

June 11, 2018 at 10:08 PM  
Blogger Block Chain Training said...

Thanks a lot for your information.

PHP Training in Chennai



July 6, 2018 at 1:31 AM  
Blogger Vicky Ram said...

Wonderful post!!Thank you for sharing this info with us.
Keep updating I would like to know more updates on this topic
Very useful content, I would like to suggest this blog to my friends.

PHP Course in Chennai

PHP Training Center in Chennai

July 12, 2018 at 10:47 PM  
Blogger suvathi said...

wow great Article, the details you have provided are much clear, easy to understand, if you post some more Article, it will be very much useful for me.
PHP Training in Chennai

July 27, 2018 at 11:59 PM  
Blogger Anexas Europe said...


It’s great to come across a blog every once in a while that isn’t the same out of date rehashed material. Fantastic read.

Digital Marketing Training in Mumbai

Six Sigma Training in Dubai

Six Sigma Abu Dhabi

September 6, 2018 at 10:13 PM  
Blogger Unknown said...

Thanks for sharing the information, keep updating us.This information is really useful to me
dot net training in chennai

September 25, 2018 at 7:57 PM  
Blogger Aruna Ram said...

Useful post.Thank you for sharing such an important data.Keep updating for this blog.
PHP Training in Chennai
PHP training in velachery
PHP training in Velachery

September 28, 2018 at 11:21 PM  
Blogger Anexas Europe said...

Very nice post here and thanks for it .I always like and such a super contents of these post.Excellent and very cool idea and great content of different kinds of the valuable information's.
Good discussion. Thank you.
Anexas
Six Sigma Training in Abu Dhabi
Six Sigma Training in Dammam
Six Sigma Training in Riyadh

September 29, 2018 at 2:17 AM  
Blogger LindaJasmine said...

Awesome Post. Thanks for Sharing. Kepp updating.
Html5 Training in Chennai
Html5 Courses in Chennai
Html5 Training
Html5 Course
Html5 Training Course
Html5 Training for Beginners
Best Html5 Course
Best Html5 Training

October 4, 2018 at 4:44 AM  
Blogger Vicky Ram said...

Thank you for sharing this post.

Education
Technology

October 8, 2018 at 2:12 AM  
Blogger Annie said...

Awwsome informative blog ,Very good information thanks for sharing such wonderful blog with us ,after long time came across such knowlegeble blog. keep sharing such informative blog with us.
Aviation Academy in Chennai | Aviation Courses in Chennai | Best Aviation Academy in Chennai | Aviation Institute in Chennai | Aviation Training in Chennai

October 10, 2018 at 4:40 AM  
Blogger w3 Webschool said...

Thanks for the valuable information and insights you have so provided here... SEO Training

October 11, 2018 at 12:05 AM  
Blogger Eminent It Info said...

This comment has been removed by the author.

October 17, 2018 at 11:05 PM  
Blogger w3 Webschool said...

Nice post By reading your blog, i get inspired and this provides some useful information. Thank you for posting this exclusive post for our vision.
Digital Marketing Training

October 17, 2018 at 11:17 PM  
Blogger Noor Aqsa said...

Nice Blog thanks for the blog. Good to share with my friends.
Wedding Photographer

October 21, 2018 at 10:02 PM  
Blogger amsa leka said...

Thanks for such a great article here. I was searching for something like this for quite a long time and at last I’ve found it on your blog. It was definitely interesting for me to read about their market situation nowadays.Well written article on codefiles. Thank You Sharing with Us.android code structure best practices |
android development guide
| demand for android developers 2018

October 25, 2018 at 12:01 AM  
Blogger svr said...

Hi, thanks for sharing such an informative blog. I have read your blog and I gathered some needful information from your blog. Keep update your blog. Awaiting for your next update.
ibm datapower online training

November 2, 2018 at 3:21 AM  
Blogger Sadhana Rathore said...

Thanks for sharing this information admin, it helps me to learn new things. Continue sharing more like this.
ReactJS Training in Chennai
ReactJS course in Chennai
RPA courses in Chennai
AWS Certification in Chennai
Angular 5 Training in Chennai
Angularjs Training in Chennai

November 14, 2018 at 1:09 AM  
Blogger Learn Digital said...

Your post is really awesome. Your blog is really helpful for me to develop my skills in a right way. Thanks for sharing this unique information with us.
- Learn Digital Academy

November 16, 2018 at 3:08 AM  
Blogger Ananya Krishnan said...

Good job in presenting the correct content with the clear explanation. The content looks real with valid information. Good Work

DevOps is currently a popular model currently organizations all over the world moving towards to it. Your post gave a clear idea about knowing the DevOps model and its importance.

Good to learn about DevOps at this time.


devops training in chennai | devops training in chennai with placement | devops training in chennai omr | devops training in velachery | devops training in chennai tambaram | devops institutes in chennai | devops certification in chennai | trending technologies list 2018

November 25, 2018 at 1:39 AM  
Blogger Unknown said...

ieee projects in chennai

November 27, 2018 at 4:02 AM  
Blogger nanadhini chandran said...

More informative,thanks for sharing with us.
this blog makes the readers more enjoyable.keep add more info on your page.
Best Cloud Computing Training Institute in Anna nagar
Cloud Computing Training in Ambattur
Cloud Computing Certification Training in T nagar
Cloud Computing Courses in T nagar
Cloud Computing Training Institutes in OMR
Cloud Computing Courses in OMR

November 30, 2018 at 8:57 PM  
Blogger sathyaramesh said...

Thanks for splitting your comprehension with us. It’s really useful to me & I hope it helps the people who in need of this vital information.
best big data training in chennai
Big Data Hadoop Training
Hadoop training institutes in chennai
CCNA certification in Chennai
CCNA Training
CCNA courses in Chennai

December 2, 2018 at 11:15 PM  
Blogger Vicky Ram said...

very useful post thanks for sharing

vyaparpages
Education

December 11, 2018 at 3:43 AM  
Blogger shiva said...

Great share !!

ieee final year projects in chennai

Java projects in chennai

Software projects in chennai

December 13, 2018 at 2:15 AM  
Blogger mahi eswari said...

Very informative and well written post! Quite interesting and nice topic chosen for the post.
thanks for sharing this nice post,
excel training in hyderabad

December 13, 2018 at 4:56 AM  
Blogger shiva said...

Great share !!

ieee final year projects in chennai

Java projects in chennai

Software projects in chennai

December 14, 2018 at 2:45 AM  
Blogger Vijay Sethupathi said...

Great Posting…
Keep doing it…
Thanks

Digital Marketing Certification Course in Chennai - Eminent Digital Academy

December 15, 2018 at 3:10 AM  
Blogger shiva said...

Great share !!

ieee final year projects in chennai

Robotics projects in chennai

Arduino projects in chennai

December 16, 2018 at 10:27 PM  
Blogger Vicky Ram said...

Informative post, thanks for sharing.

Article submission sites
Guest posting sites

December 17, 2018 at 12:53 AM  
Blogger sumathi s said...

Your good knowledge and kindness in playing with all the pieces were very useful. I don’t know what I would have done if I had not encountered such a step like this.
industrial safety course in chennai

December 17, 2018 at 1:39 AM  
Blogger Swetha Gauri said...

Appreciation for really being thoughtful and also for deciding on certain marvelous guides most people really want to be aware of.
occupational health and safety course in chennai

December 17, 2018 at 3:15 AM  
Blogger R P said...

builderall is very easy to use and cheap too.

December 18, 2018 at 8:37 PM  
Blogger venu bharath said...

Amazing Post. The choice of words is very unique. Interesting idea. Looking forward for your next post.
Hadoop Admin Training in Chennai
Hadoop Administration Training in Chennai
Hadoop Administration Course in Chennai
Hadoop Administration Training
Big Data Administrator Training
IELTS coaching in Chennai
IELTS Training in Chennai
SAS Training in Chennai
SAS Course in Chennai

December 19, 2018 at 3:01 AM  
Blogger mahi eswari said...

Very good post.
All the ways that you suggested for find a new post was very good.
Keep doing posting and thanks for sharing.
mainframe training in hyderabad
mobile repairing course in hyderabad

December 19, 2018 at 4:47 AM  
Blogger Durai Raj said...

Magnificent blog!!! Thanks for your sharing… waiting for your new updates.
PHP Course in Madurai
PHP Training Center in Chennai
PHP Training Center in Coimbatore
PHP Training Institute in Coimbatore
PHP Training in Chennai

December 19, 2018 at 11:24 PM  
Blogger Shivani Yuvanjalin said...

Nice Post..Thanks for Sharing..
erp in chennai
erp providers in chennai
SAP B1 support chennai
SAP S/4 Hana support chennai
SAP R3 support chennai
hr outsourcing

December 20, 2018 at 11:10 PM  
Blogger sunshineprofe said...

Hello there! This is my first comment here, so I just wanted to give a quick shout out and say I genuinely enjoy reading your articles.
nebosh course in chennai

December 21, 2018 at 2:31 AM  
Blogger cloud ace said...

This comment has been removed by the author.

December 25, 2018 at 8:18 AM  
Blogger venu bharath said...

Amazing Post. Your writing is very inspiring. Thanks for Posting.
Ethical Hacking Course in Chennai
Hacking Course in Chennai
Ethical Hacking Training in Chennai
Certified Ethical Hacking Course in Chennai
Ethical Hacking Course
Ethical Hacking Certification
Node JS Training in Chennai
Node JS Course in Chennai

December 27, 2018 at 2:13 AM  
Blogger Sherin Alfonsa said...

Thanks for spending time and your effort to create such an article like this is a wonderful thing. I’ll learn many new info!

German Classes in Chennai
German Language Classes in Chennai
Big Data Training in Chennai
Hadoop Training in Chennai
Android Training in Chennai
Selenium Training in Chennai
Digital Marketing Training in Chennai
JAVA Training in Chennai
Big Data Training

December 28, 2018 at 1:46 AM  
Blogger karori said...

information
information

December 29, 2018 at 10:27 PM  
Blogger venu bharath said...


Thanks for sharing this wonderful article. Your article is very interesting to read. Looking forward to read ur future post.
Node JS Training in Chennai
Node JS Course in Chennai
Node JS Advanced Training
Node JS Training Institute in chennai
Node JS Course
Node JS Training in Velachery
Node JS Training in Tambaram
Node JS Training in Adyar

January 2, 2019 at 4:21 AM  
Blogger Praylin S said...

Thank you for sharing this wonderful post with us. You are providing very valuable information. Looking forward to learn more from you.

Mobile Testing Training in Chennai
Mobile Testing Course in Chennai
Oracle Training in Chennai
Manual Testing Training in Chennai
Corporate Training in Chennai
WordPress Training in Chennai

January 4, 2019 at 1:31 AM  
Blogger Amy Wong said...

Great casino, ever casinos online you can safely put the top ten, with the new year already playing. At first I didn’t enter the topic as it is not hung with all sorts of bells and whistles I used to, but over time you realize that only good gaming games, bonuses and timely payments are needed in the casino, everything else interferes and distracts.

January 11, 2019 at 2:06 AM  
Blogger Shadeep shree said...

The blog is very much informative... Thanks for your updates...
data analytics courses in bangalore
data analysis courses in bangalore
RPA training in bangalore
Selenium Training in Bangalore
Java Training in Madurai
Oracle Training in Coimbatore
PHP Training in Coimbatore

January 12, 2019 at 1:12 AM  
Blogger zara said...

Your writing skill is too good and article shared is really fantastic
Big Data Training in Chennai
Data Science Training in Chennai
Devops Training in Chennai
AWS Training in Chennai
RPA Training in Chennai
Hadoop Training in Chennai

January 16, 2019 at 1:36 AM  
Blogger shiva said...

Great share !!!

Mobile app development

UX UI training in chennai

Adobe Photoshop training in chennai

January 17, 2019 at 3:34 AM  
Blogger Joe said...

The content you have given is Extra-Ordinary. Very interesting write-up. Looking forward for your next Post.
Ethical Hacking Course in Chennai
Hacking Course in Chennai
Certified Ethical Hacking Course in Chennai
Ethical Hacking Course in Velachery
SAS Training in Chennai
SAS Course in Chennai
Informatica Training in Chennai
Informatica course in Chennai

January 19, 2019 at 2:08 AM  
Blogger Riya Raj said...

This is the very good post... Thanks for sharing with us... It is more informative...
Web Designing Course in Coimbatore
Web Design Training in Coimbatore
Web Designing Course in Madurai
Java Course in Bangalore
Devops Training in Bangalore
Digital Marketing Courses in Bangalore
German Language Course in Madurai
Cloud Computing Courses in Coimbatore
Embedded Course in Coimbatore

January 23, 2019 at 9:47 PM  
Blogger akshaya raja said...

Nice article I was really impressed by seeing this blog, it was very interesting and it is very useful for me.
CCNA Course in Chennai
CCNA Training in Chennai
RPA Training in Chennai
Ethical Hacking Course in Chennai
Blue Prism Training in Chennai
CCNA Classes in Tambaram
CCNA Training in OMR
CCNA Training in Velachery

January 24, 2019 at 1:14 AM  
Blogger Anjali Siva said...

Excellent post, it will be definitely helpful for many people. Keep posting more like this.
DevOps certification in Chennai
DevOps Training in Chennai
Data Science Course in Chennai
Data Science Training in Chennai
DevOps Training in Velachery
DevOps Training in Tambaram

January 24, 2019 at 2:21 AM  
Blogger WUGI said...

There is a desire to earn a lot? Then come to us and win. top slot machine games online .Fate favors you, come in and win.

January 25, 2019 at 5:38 AM  
Blogger Rithi Rawat said...

Very nice post here thanks for it .I always like and such a super contents of these post.Excellent and very cool idea and great content of different kinds of the valuable information's.

machine learning course fees in chennai
machine learning training center in chennai
machine learning with python course in chennai

January 29, 2019 at 2:51 AM  
Blogger Amy Wong said...

Wow cool site I have already withdrawn money from here. Actually my girlfriend advised me and I decided to risk the risk and you elegantplay casino slot games I wish you more victories

February 4, 2019 at 3:24 AM  
Blogger Dale Morris said...

Click here |Norton Customer Service
Click here |Mcafee Customer Service
Click here |Phone number for Malwarebytes
Click here |Hp printer support number
Click here |Canon printer support online

February 11, 2019 at 10:29 PM  
Blogger VRITPROFESSIONALS said...

Nice post. Thanks for sharing! I want people to know just how good this information is in your article. It’s interesting content and Great work.
Thanks & Regards,
VRIT Professionals,
No.1 Leading Web Designing Training Institute In Chennai.

And also those who are looking for
Web Designing Training Institute in Chennai
SEO Training Institute in Chennai
PHP & Mysql Training Institute in Chennai
Photoshop Training Institute in Chennai
Android Training Institute in Chennai

February 12, 2019 at 7:25 AM  
Blogger Anbarasan14 said...

Happy to read your blog and gained a lot of new information in detail. Thanks for sharing.
IELTS Coaching in Chennai
IELTS Coaching Centre in Chennai
IELTS Training in Chennai
Best IELTS Coaching in Chennai
IELTS Classes in Mumbai
IELTS Coaching in Mumbai
Best IELTS Coaching in Mumbai
IELTS Center in Mumbai

February 13, 2019 at 2:03 AM  
Blogger Riya Raj said...

The blog which you have shared is more informative. thanks for your sharing...
German Classes in Bangalore
German coaching classes in Coimbatore
German Classes in Coimbatore
Java Training in Bangalore
Python Training in Bangalore
IELTS Coaching in Madurai
IELTS Coaching in Coimbatore

Java Training in Coimbatore

February 14, 2019 at 3:08 AM  
Blogger franklinraj said...

Thank you for excellent article.

Please refer below if you are looking for best project center in coimbatore

soft skill training in coimbatore
final year projects in coimbatore
Spoken English Training in coimbatore
final year projects for CSE in coimbatore
final year projects for IT in coimbatore
final year projects for ECE in coimbatore
final year projects for EEE in coimbatore
final year projects for Mechanical in coimbatore
final year projects for Instrumentation in coimbatore

February 15, 2019 at 7:08 AM  
Blogger Lithiksha said...

Awesome article! You are providing us very valid information. This is worth reading. Keep sharing more such articles.
Tally Course in Chennai
Tally Classes in Chennai
corporate training in chennai
Excel classes in Chennai
Tally Course in Anna Nagar
Tally Course in Velachery

February 18, 2019 at 10:02 PM  
Blogger jenifer irene said...

Very nice blog, Thank you for providing good information.
Aviation Academy in Chennai
Air hostess training in Chennai
Airport management courses in Chennai
Ground staff training in Chennai
aviation training in chennai
cabin crew training institute in chennai
airlines training chennai
airport ground staff training in chennai

February 18, 2019 at 11:14 PM  
Blogger Unknown said...

Nice Article !!!

luxury properties for sale in chennai

cheap luxury homes for sale in chennai

top luxury apartments in chennai

February 19, 2019 at 2:37 AM  
Blogger VRITPROFESSIONALS said...

Nice post. Thanks for sharing! I want people to know just how good this information is in your article. It’s interesting content and Great work.
Thanks & Regards,
VRIT Professionals,
No.1 Leading Web Designing Training Institute In Chennai.

And also those who are looking for
Web Designing Training Institute in Chennai
SEO Training Institute in Chennai
Photoshop Training Institute in Chennai
PHP & Mysql Training Institute in Chennai
Android Training Institute in Chennai

February 19, 2019 at 7:16 AM  
Blogger Belago said...

Алюминиевый светодиодный профиль для led ленты я обычно беру в Ekodio там достойное качество и отличные цены.

February 20, 2019 at 6:55 AM  
Blogger Ram Niwas said...

This comment has been removed by the author.

February 26, 2019 at 11:24 PM  
Blogger Ramya Krishnan said...

This is the exact information I am been searching for, Thanks for sharing the required infos with the clear update and required points. To appreciate this I like to share some useful information regarding Microsoft Azure which is latest and newest,

Regards,
Ramya

Azure Training in Chennai
Azure Training Center in Chennai
Best Azure Training in Chennai
Azure Devops Training in Chenna
Azure Training Institute in Chennai
Azure Training in Chennai OMR
Azure Training in Chennai Velachery
Azure Online Training
Azure Training in Chennai Credo Systemz

March 1, 2019 at 3:52 AM  
Blogger sunshineprofe said...

I believe there are many more pleasurable opportunities ahead for individuals that looked at your site.
nebosh course in chennai
offshore safety course in chennai

March 1, 2019 at 10:54 PM  
Blogger ProPlus Logics said...

This comment has been removed by the author.

March 2, 2019 at 12:55 AM  
Blogger abhi pranesh said...

This is really a great blog for the people who need information about this technology.
pearson vue test center in chennai
German Classes in Chennai
IELTS Coaching in Chennai
Japanese Classes in Chennai
spanish language in chennai
Spoken English Classes in Chennai
Spoken English Classes in OMR
Spoken English Classes in Porur

March 9, 2019 at 1:08 AM  
Blogger Aruna Ram said...

This is one of the best blogs on this topic, I have more knowledge after reading you provide the great post.
Corporate Training in Chennai
Corporate Training institute in Chennai
Embedded System Course Chennai
Tableau Training in Chennai
Pega Training in Chennai
Spark Training in Chennai
Unix Training in Chennai
Excel Training in Chennai
Corporate Training in Chennai
Corporate Training institute in Chennai

March 9, 2019 at 10:33 PM  
Blogger Aravind said...

Great info. The content you wrote is very interesting to read. This will loved by all age groups.
Angularjs Training in Chennai
Angularjs Course in Chennai
CCNA Training in Chennai
Salesforce Training in Chennai
Angular5 Training in Chennai
Angular6 Training in Chennai
Angular7 Training in Chennai
Angularjs Training in Chennai
Angularjs Course in Chennai

March 11, 2019 at 4:40 AM  
Blogger Soumitasai said...

Great efforts put it to find the list of articles which is very useful to know, Definitely will share the same to other forums.

Check out : best hadoop training in chennai
hadoop big data training in chennai
best institute for big data in chennai
big data course fees in chennai

March 11, 2019 at 5:52 AM  
Blogger amsa leka said...

Thanks for your great and helpful presentation I like your good service. I always appreciate your post. That is very interesting I love reading and I am always searching for informative information like this.Also Checkout: blockchain technology training chennai | blockchain training institute in chennai | cryptocurrency training in chennai |best blockchain training in chennai

March 12, 2019 at 12:02 AM  
Blogger digitalsourabh said...

AngularJs Training in Bhopal
Cloud Computing Training in Bhopal
PHP Training in Bhopal
Graphic designing training in bhopal
Python Training in Bhopal
Android Training in Bhopal
Machine Learning Training in Bhopal

March 12, 2019 at 1:23 AM  
Blogger amsa leka said...

Thanks for your great and helpful presentation I like your good service. I always appreciate your post. That is very interesting I love reading and I am always searching for informative information like this.Also Checkout: blockchain technology training chennai | blockchain training institute in chennai | best blockchain training in chennai | blockchain coaching in chennai

March 15, 2019 at 2:33 AM  
Blogger divyapriya said...

Thanks for posting this information it really useful for everyone.
French Classes in Chennai
french courses in chennai
Spoken English Classes in Chennai
TOEFL Coaching in Chennai
pearson vue test center in chennai
German Language Course in Chennai
French Classes in T Nagar
French Classes in Anna Nagar

March 15, 2019 at 2:56 AM  
Blogger amsa leka said...

Thanks for your great and helpful presentation I like your good service. I always appreciate your post. That is very interesting I love reading and I am always searching for informative information like this.Also Checkout: blockchain technology training chennai | blockchain training institute in chennai | blockchain certification training in chennai | best blockchain training in chennai

March 16, 2019 at 5:57 AM  
Blogger Android iPhone Indonesian Service said...

Distributor Kuota
PT Lampung Service
Service Center HP Indonesian
Service Center iPhone Indonesian
Service Center Acer Indonesian
PT Lampung Service

March 17, 2019 at 1:06 AM  
Blogger salman chattels said...

Nice Article !!! Great Share

commercial property for sale in chennai

residential apartments for sale in chennai

independent house for sale in chennai

March 20, 2019 at 3:36 AM  
Blogger Vicky Ram said...

Thanks for posting such an blog it is really very informative. And useful for the freshers Keep posting the
updates.

Article submission sites
Guest posting sites

March 22, 2019 at 11:53 PM  
Blogger sakshta rasal said...


Thanks for sharing information I must say very informative blog post. Keep it up!!
digital marketing classes in baramati | java course in baramati | white label trucking app solution | php classes in baramati


March 23, 2019 at 12:45 AM  
Blogger sakshta rasal said...


Thanks for sharing information I must say very informative blog post. Keep it up!!
digital marketing classes in baramati | java course in baramati | white label trucking app solution | php classes in baramati


March 23, 2019 at 4:05 AM  
Blogger Soumitasai said...

Very nice post here thanks for it .I always like and such a super contents of these post.Excellent and very cool idea and great content of different kinds of the valuable information's.


big data hadoop training in chennai
big data training in chennai chennai tamilnadu
spark training in chennai

March 24, 2019 at 2:57 AM  
Blogger IT Tutorials said...

Really useful information. Thank you so much for sharing.It will help everyone.Keep Post. RPA training in chennai | RPA training in Chennai with placement | UiPath training in Chennai | UiPath certification in Chennai with cost

March 24, 2019 at 5:05 AM  
Blogger Amirtha Gowri said...

Thanks for sharing such a Wonderful blog. This is such a exact information i am been searching for. Keep post
Check Out:
hadoop training in tambaram
hadoop training in chennai omr
big data training in chennai omr velachery adyar tambaram chennai tamil nadu
best hadoop training in omr

March 25, 2019 at 1:02 AM  
Blogger Creators Seo Master said...

Amazing article. Your blog helped me to improve myself in many ways thanks for sharing this kind of wonderful informative blogs in live. Kindly Visit Us @ andaman tour packages
andaman holiday packages
web development company in chennai
Math word problem solver
laptop service center in chennai
Austin Homes for Sale
andaman tourism package
family tour package in andaman

March 26, 2019 at 12:06 AM  
Blogger Gayathri said...

Very nice blog, Thank you for providing good information.
aviation institute in Chennai
cabin crew training in Chennai
diploma in airport management course in Chennai
airport ground staff training courses in Chennai
Aviation Academy in Chennai
air hostess training in Chennai
airport management courses in Chennai
ground staff training in Chennai

March 26, 2019 at 3:39 AM  
Blogger venu bharath said...

Amazing Post. The idea you shared is very useful. Thanks for sharing.
Informatica MDM Training in Chennai
informatica mdm training
Informatica MDM Training in Velachery
Informatica MDM Training in Tambaram
Informatica MDM Training in Anna Nagar
Informatica MDM Training in T nagar

March 27, 2019 at 2:42 AM  
Blogger Unknown said...


Very good information. Its very useful for me. We need learn from real time examples and for this we choose good training institute, we need to learn from experts . So we make use of demo classes . Recently we tried python demo class of Apponix Technologies.
https://www.apponix.com/Python-Institute/Python-Training-in-Bangalore.html

April 1, 2019 at 3:44 AM  
Blogger kavithasathish said...

This is something useful for everyone and please dont stop updating the information.
IELTS Coaching in Chennai
IELTS Training in Chennai
German Courses in Chennai
TOEFL Coaching Centres in Chennai
learn Japanese in Chennai
spanish language classes in chennai
IELTS Coaching in Anna Nagar
IELTS Coaching in Tnagar

April 2, 2019 at 10:01 PM  
Blogger VenuBharath2010@gmail.com said...

Amazing piece of work. Extra-ordinary content. It show cases your keen interest on the subject. Thanks for Posting.
Data Analytics Courses in Chennai
Big Data Analytics Courses in Chennai
Big Data Analytics Training
Big Data Analytics Courses
Data Analytics Certification
Data Analytics Courses in Adyar
Data Analytics Courses in Porur
Data Analytics Courses in Anna Nagar

April 5, 2019 at 5:09 AM  
Blogger Diya shree said...

Good job and thanks for sharing such a good blog You’re doing a great job. Keep it up !!

PMP Certification Fees | Best PMP Training in Chennai |
pmp certification cost in chennai | PMP Certification Training Institutes in Velachery |
pmp certification courses and books | PMP Certification requirements |
PMP Training Centers in Chennai | PMP Certification Requirements | PMP Interview Questions and Answers

April 10, 2019 at 1:35 AM  
Blogger Amirtha Gowri said...


Excellent blog I visit this blog it's really informative. By reading your blog, I get inspired and this provides useful information.

Check out:
best hadoop training in chennai
big data course fees in chennai
hadoop training in chennai cost
hadoop course in chennai

April 14, 2019 at 11:54 PM  
Blogger kavithasathish said...

Excellent blog for the people who needs information about this technology.
French Classes in Chennai
french courses in chennai
German Classes in Chennai
IELTS Coaching in Chennai
Japanese Classes in Chennai
spanish language in chennai
French Classes in T Nagar
French Classes in Anna Nagar

April 26, 2019 at 3:13 AM  
Blogger Kasab said...

Dumbwaiter
car Lift
escalators
Elevators
online result
chart record
satta king blog

April 29, 2019 at 4:46 AM  
Blogger kavithasathish said...

Thanks for posting this information it really useful for everyone.
French Classes in Chennai
french courses in chennai
Spoken English in Chennai
TOEFL Training in Chennai
pearson vue
german language course
French Classes in Velachery
French Classes in Adyar

April 30, 2019 at 12:04 AM  
Blogger Free Career Guide said...

This comment has been removed by the author.

May 6, 2019 at 7:34 AM  
Blogger Kasab said...

Dreamz Adverising Inc
Advertising solutions
Brand collaterals
Sunpack Sheet Printing
signage and letters boards
Digital marketing services
webdesign and development

May 7, 2019 at 4:38 AM  
Blogger Durai Raj said...


Wonderful blog!!! the article which you have shared is informative for us... thanks for it...
Digital Marketing Training in Coimbatore
digital marketing classes in coimbatore
digital marketing courses in bangalore
digital marketing institute in bangalore
PHP Course in Madurai
Spoken English Class in Madurai
Selenium Training in Coimbatore
SEO Training in Coimbatore
Web Designing Course in Madurai

May 9, 2019 at 4:58 AM  
Blogger kavithasathish said...

This is really a great blog for the people who need information about this technology.
pearson vue test center in chennai
German Classes in Chennai
IELTS Coaching in Chennai
Japanese Classes in Chennai
spanish language in chennai
Spoken English Classes in Chennai
Spoken English Classes in Tnagar
Spoken English Classes in OMR

May 15, 2019 at 12:04 AM  
Blogger Dale Morris said...

Microsoft Edge Customer Service
Mozilla firefox Customer Support Phone Number
Outlook Customer Support Phone Number
Sbcglobal Support Phone Number

May 29, 2019 at 1:25 AM  
Blogger Techxinx said...

I am a regular reader of your blog and I find it really informative. for more info contact us
CPCT Coaching in Bhopal
java coaching in bhopal
Autocad classes in bhopal
Catia coaching in bhopal

May 31, 2019 at 10:54 PM  
Blogger Gowri said...

Excellent blog I visit this blog it's really informative. By reading your blog, I get inspired and this provides useful information.

Check out:
Selenium course fees in chennai
Best Selenium training in chennai
Selenium training courses in chennai
Selenium training courses in chennai

June 6, 2019 at 10:18 PM  
Blogger unichrone learning said...

Nice information.
You may also try
PMP Training Toronto Canada
PMP Training Calgary Canada
PMP Training Montreal Canada
PMP Training Bangkok Thailand
PMP Training Canada
PMP Training Thailand

June 10, 2019 at 10:09 PM  
Blogger gowsalya said...

Nice tutorial. Thanks for sharing the valuable information. it’s really helpful. Who want to learn this blog most helpful. Keep sharing on updated tutorials…
Microsoft azure training in Bangalore

June 14, 2019 at 2:21 AM  
Blogger gowsalya said...

Good Post! Thank you so much for sharing this pretty post, it was so good to read and useful to improve my knowledge as updated one, keep blogging.
msbi online training

June 15, 2019 at 2:21 AM  
Blogger Kiruthiprabha said...

Thank you for taking the time and sharing this information with us. It was indeed very helpful and insightful while being straight forward and to the point.
Oracle DBA Online Training

June 18, 2019 at 2:52 AM  
Blogger Unknown said...

That was a great message in my carrier, and It's wonderful commands like mind relaxes with understand words of knowledge by information's.

Tableau online training

June 19, 2019 at 3:34 AM  
Blogger Raj Kumar said...

Thanks For Sharing.Nice Blog.keep posting more blogs.
you are interested visit us
Advertising Agency in Chennai
Web Design Services in Chennai
Branding services in chennai
Digital marketing agency in chennai
Advertising Company in Chennai

June 23, 2019 at 11:43 PM  
Blogger Nino Nurmadi said...

Sharp
Advan
Metro
Lampung
Panasonic
pulsa
lampung
Lampung
Lampung

June 24, 2019 at 3:49 AM  
Blogger gowsalya said...

Hi, Great.. Tutorial is just awesome..It is really helpful for a newbie like me.. I am a regular follower of your blog. Really very informative post you shared here. Kindly keep blogging.
msbi online training

June 24, 2019 at 4:48 AM  
Blogger Unknown said...

Sementara jika anda yakin kartu anda bagus sekali memilih raise adalah pilihan yang bijak.
asikqq
http://dewaqqq.club/
http://sumoqq.today/
interqq
pionpoker
bandar ceme terbaik
betgratis
paito warna terlengkap
forum prediksi

June 24, 2019 at 12:15 PM  
Blogger gowsalya said...

Great Article… I love to read your articles because your writing style is too good, its is very very helpful for all of us and I never get bored while reading your article because, they are becomes a more and more interesting from the starting lines until the end.
msbi online training

June 26, 2019 at 5:29 AM  
Blogger venkatesh@CS said...

It was such a great article.
hadoop interview questions
hadoop interview questions and answers online
hadoop interview questions and answers pdf online
hadoop interview questions online
frequently asked hadoop interview questions

June 27, 2019 at 12:25 AM  
Blogger DedicatedHosting4u said...

Just seen your Article, it amazed me and surpised me with god thoughts that eveyone will benefit from it. It is really a very informative post for all those budding entreprenuers planning to take advantage of post for business expansions. You always share such a wonderful articlewhich helps us to gain knowledge .Thanks for sharing such a wonderful article, It will be deinitely helpful and fruitful article.
Thanks
DedicatedHosting4u.com

June 29, 2019 at 12:02 AM  
Blogger sasireka said...

I am really very happy to find this particular site. I just wanted to say thank you for this huge read!! I absolutely enjoying every petite bit of it and I have you bookmarked to test out new substance you post.

ReactJS Online Training

June 29, 2019 at 7:07 AM  
Blogger Free Career Guide said...

This comment has been removed by the author.

June 30, 2019 at 8:57 PM  
Blogger rithiaanandh said...

Your very own commitment to getting the message throughout came to be rather powerful and have consistently enabled employees just like me to arrive at their desired goals.
Sql server dba online training

July 1, 2019 at 1:04 AM  
Blogger venkatesh@CS said...

Thanks for sharing informative.
hadoop interview questions and answers for freshers
hadoop interview questions and answers pdf
hadoop interview questions and answers
hadoop interview questions and answers for experienced
hadoop interview questions and answers for testers
hadoop interview questions and answers pdf download

July 1, 2019 at 4:44 AM  
Blogger sasireka said...

Thanks a lot for sharing us about this update. Hope you will not get tired on making posts as informative as this. 

ReactJS Online Training

July 1, 2019 at 10:39 PM  
Blogger Nino Nurmadi said...

Indonesia
ninonurmadi.com
ninonurmadi
youtube
Peluang Usaha
lampung
kursus
ipad
lampung

July 2, 2019 at 7:31 AM  
Blogger Tent Rental Dubai said...

Al-Fares International Tent company’s extensive knowledge about marquees, tents, and shades and commitment to providing our customers with high-quality products. خدمات خيمة في الرياض | Tents Services Riyadh | Tents Services Dammam | خدمات خيمة في الدمام

July 10, 2019 at 2:08 AM  
Blogger sabaribalaji said...

nice explanation, thanks for sharing, it is very informative
top 100 machine learning interview questions
top 100 machine learning interview questions and answers
Machine learning interview questions
Machine learning job interview questions
Machine learning interview questions techtutorial
Machine learning job interview questions and answers
Machine learning interview questions and answers online
Machine learning interview questions and answers for freshers
interview question for machine learning
machine learning interview questions and answers

July 12, 2019 at 2:19 AM  
Blogger Rigid Box said...

Excellent Blog. I really want to admire the quality of this post. I like the way of your presentation of ideas, views and valuable content. No doubt you are doing great work. I’ll be waiting for your next post. Thanks .Keep it up!
Kindly visit us @
Luxury Boxes
Premium Packaging
Luxury Candles Box
Earphone Packaging Box
Wireless Headphone Box
Innovative Packaging Boxes
Wedding gift box
Leather Bag Packaging Box
Cosmetics Packaging Box
Luxury Chocolate Boxes

July 15, 2019 at 3:14 AM  
Blogger KIT said...

Nice blog, it's so knowledgeable, informative, and good looking site. I appreciate your hard work. Good job. Thank you for this wonderful sharing with us. Keep Sharing.
Kindly visit us @
100% Job Placement
Best Colleges for Computer Engineering
Biomedical Engineering Colleges in Coimbatore
Best Biotechnology Colleges in Tamilnadu
Biotechnology Colleges in Coimbatore
Biotechnology Courses in Coimbatore
Best MCA Colleges in Tamilnadu
Best MBA Colleges in Coimbatore
Engineering Courses in Tamilnadu
Engg Colleges in Coimbatore

July 16, 2019 at 12:04 AM  
Blogger Riya Raj said...

The blog which you have shared is more creative... Waiting for your upcoming data...
Python Training in Chennai
Python course in Chennai
Python Training
Best Python Training Institute in Chennai
Python training in vadapalani
Python training in porur
Hadoop Training in Chennai
Android Training in Chennai
Big data training in chennai
JAVA Training in Chennai

July 17, 2019 at 4:55 AM  
Blogger Shiva Shakthi said...

Wonderful Blog!!! Waiting for your upcoming data... thanks for sharing with us.
Software Testing Training in Chennai
software testing course in chennai
software testing course
best software testing training institute in chennai with placement
Software testing training in OMR
Software testing training in Annanagar
Big data training in chennai
JAVA Training in Chennai
Selenium Training in Chennai
JAVA Training in Chennai

July 18, 2019 at 3:37 AM  
Blogger Sadhana Rathore said...

Thanks for taking the time to discuss this, I feel happy about it and love to learn more on this topic.
ui ux design course in Chennai
ux design course in chennai
ui ux course in chennai
Web Designing Course in chennai
web designing training in chennai
AngularJS Training in Chennai
ccna course in Chennai
ui ux design course in Velachery
ui ux design course in T Nagar
ui ux design course in OMR

July 19, 2019 at 2:00 AM  
Blogger Kerrthika K said...

Thanks for the informative blog!Keep sharing like this information for future use.
digital marketing training in chennai
digital marketing course in chennai
seo training in chennai
Python Training in Chennai
AWS Training in Chennai
Data Science Course in Chennai
Selenium Training in Chennai
Salesforce Training in Chennai
digital marketing training in chennai
digital marketing course in chennai

July 19, 2019 at 4:42 AM  
Blogger pat said...

Download and install Vidmate App which is the best HD video downloader software available for Android. Get free latest HD movies, songs, and your favorite TV shows.

July 19, 2019 at 9:23 PM  
Blogger pat said...

Download and install Vidmate App which is the best HD video downloader software available for Android. Get free latest HD movies, songs, and your favorite TV shows.

July 19, 2019 at 9:55 PM  
Blogger pat said...

Download and install Vidmate App which is the best HD video downloader software available for Android. Get free latest HD movies, songs, and your favorite TV shows.

July 19, 2019 at 9:57 PM  
Blogger zero2infynite said...

Thank you for sharing the wonderful article.
Ethical Hacking Training in chennai
Best Training Institute in Chennai

July 23, 2019 at 2:56 AM  
Blogger Swetha K said...

These contents are very valuable to all readers and I gain my knowledge after visiting your post. Really thank you & Keep it up...
Tableau Training in Chennai
Tableau Course in Chennai
Pega Training in Chennai
Spark Training in Chennai
Oracle DBA Training in Chennai
Soft Skills Training in Chennai
Power BI Training in Chennai
Linux Training in Chennai
Oracle Training in Chennai
Unix Training in Chennai

July 23, 2019 at 11:28 PM  
Blogger wemake said...

Download latest audio and video file fromvidmate

July 24, 2019 at 2:28 AM  
Blogger Free Career Guide said...

This comment has been removed by the author.

July 25, 2019 at 10:12 PM  
Blogger SkolarSolutions said...

Nice Post. If you wish to get study abroad in any course. The below information will suit you.
Skolarrssolutions
Mbbs in Russia
Mbbs in UK
Mbbs in Malaysia

July 26, 2019 at 2:56 AM  
Blogger IT Tutorials said...




Get the most advanced AWS Course by Professional expert. Just attend a FREE Demo session.
For further details call us @ 9884412301 | 9600112302
AWS training in chennai | AWS training in velachery

July 26, 2019 at 3:25 AM  
Blogger Aruna Ram said...

Good job! It is very nice and very easy to understand for all readers. Well doing...
Oracle DBA Course in Chennai
oracle dba training
Advanced Excel Training in Chennai
Embedded System Course Chennai
Primavera Training in ChennaiJob Openings in Chennai
Social Media Marketing Courses in Chennai
Appium Training in Chennai
Oracle DBA Training in Velachery

July 26, 2019 at 4:43 AM  
Blogger kajal singh rajput said...

Download latest audio and video file fromvidmate

July 27, 2019 at 9:49 PM  
Blogger Free Career Guide said...

This comment has been removed by the author.

July 28, 2019 at 9:37 PM  
Blogger Benish said...

nice post... thank you for sharing...
Best Python Training in Chennai/Python Training Institutes in Chennai/Python/Python Certification in Chennai/Best IT Courses in Chennai/python course duration and fee/python classroom training/python training in chennai chennai, tamil nadu/python training institute in chennai chennai, India/

July 31, 2019 at 10:51 PM  
Blogger deepika said...

This article is very informative
machine learning training in bangalore

August 5, 2019 at 11:57 PM  
Blogger Online Shopping Lucky Draw Winner said...

This comment has been removed by the author.

August 7, 2019 at 9:35 PM  
Blogger thya said...

thanks for your blog It's very nice and amazing. It's very useful for meweb design company in velacheryweb design company in velachery

August 8, 2019 at 2:05 AM  
Blogger Benish said...

Nice post...thanks for sharing useful information..
Python training in Chennai/
Python training in OMR/
Python training in Velachery/
Python certification training in Chennai/
Python training fees in Chennai/
Python training with placement in Chennai/
Python training in Chennai with Placement/
Python course in Chennai/
Python Certification course in Chennai/
Python online training in Chennai/
Python training in Chennai Quora/
Best Python Training in Chennai/
Best Python training in OMR/
Best Python training in Velachery/
Best Python course in Chennai/

August 9, 2019 at 12:30 AM  
Blogger Diya shree said...

Good job and thanks for sharing such a good blog You’re doing a great job. Keep it up !!

Python Training in Chennai | Best Python Training in Chennai | Python with DataScience Training in Chennai | Python Training Courses and fees details at Credo Systemz | Python Training Courses in Velachery & OMR | Python Combo offer | Top Training Institutes in Chennai for Python Courses

August 9, 2019 at 11:25 PM  
Blogger Diya shree said...

I feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from it.

blue prism training in chennai | blue prism training in velachery | blue prism training and placement | best training institute for blue prism | blue prism course fee details | Best Blue Prism Training in Credo Systemz, Chennai | blue prism certification cost | blue prism certification training in chennai | blue prism developer certification cost

August 9, 2019 at 11:41 PM  
Blogger thya said...

thanks for your information really good and very nice web design company in velachery

August 11, 2019 at 10:27 PM  
Blogger gokul said...

Thank you for this informative blog
Top 5 Data science training in chennai
Data science training in chennai
Data science training in velachery
Data science training in OMR
Best Data science training in chennai
Data science training course content
Data science certification in chennai
Data science courses in chennai
Data science training institute in chennai
Data science online course
Data science with python training in chennai
Data science with R training in chennai

August 13, 2019 at 10:21 PM  
Blogger venkatesh@CS said...

Excellent Blog. Thank you so much for sharing.
best react js training in chennai
react js training in Chennai
react js workshop in Chennai
react js courses in Chennai
react js training institute in Chennai
reactjs training Chennai
react js online training
react js online training india
react js course content
react js training courses
react js course syllabus
react js training
react js certification in chennai
best react js training

August 14, 2019 at 2:47 AM  
Blogger Benish said...

Nice blog..Thanks for sharing..
Python training in Chennai/Python training in OMR/Python training in Velachery/Python certification training in Chennai/Python training fees in Chennai/Python training with placement in Chennai/Python training in Chennai with Placement/Python course in Chennai/Python Certification course in Chennai/Python online training in Chennai/Python training in Chennai Quora/Best Python Training in Chennai/Best Python training in OMR/Best Python training in Velachery/Best Python course in Chennai/<a

August 20, 2019 at 2:57 AM  
Blogger Unknown said...

Best place to learn Python in Bangalore!
Python training in bangalore

August 21, 2019 at 12:05 AM  
Blogger gokul said...

Thank you for this informative blog
Top 5 Data science training in chennai
Data science training in chennai
Data science training in velachery
Data science training in OMR
Best Data science training in chennai
Data science training course content
Data science certification in chennai
Data science courses in chennai
Data science training institute in chennai
Data science online course
Data science with python training in chennai
Data science with R training in chennai

August 21, 2019 at 10:47 PM  
Blogger Unknown said...

nice blog!
For AWS training in Bangalore,visit:
AWS training in bangalore

August 21, 2019 at 11:50 PM  
Blogger petterson said...



I found your post so interesting. Thank you for the valuable information.
cheap assignment Writing Service uk

August 22, 2019 at 3:25 AM  
Blogger Unknown said...

NIce article.
For data science training in bangalore,visit:
Data science training in bangalore

August 22, 2019 at 4:29 AM  
Blogger Tech Guy said...

Nice blog.
For blockchain training in bangalore, visit:
Blockchain training in bangalore

August 22, 2019 at 10:56 PM  
Blogger Newagedigitech said...

Whatsapp Marketing
Whatsapp Marketing for business

August 23, 2019 at 8:09 AM  
Blogger tech updates said...

nice blog
devops training in bangalore
hadoop training in bangalore
iot training in bangalore
machine learning training in bangalore
uipath training in bangalore

August 23, 2019 at 10:56 PM  
Blogger Online Shopping Lucky Draw Winner said...

This comment has been removed by the author.

August 26, 2019 at 2:19 AM  
Blogger Online Shopping Lucky Draw Winner said...

This comment has been removed by the author.

August 26, 2019 at 2:20 AM  
Blogger tech updates said...

Nice Blog
VISIT HERE:-BIG DATA AND HADOOP TRAINING IN BANGALORE

August 28, 2019 at 2:52 AM  
Blogger Tech Guy said...

For Data Science training in Bangalore, Visit:
Data Science training in Bangalore

September 2, 2019 at 11:02 PM  
Blogger tech updates said...

Visit here -> Devops Training in Bangalore

September 2, 2019 at 11:15 PM  
Blogger Tech Guy said...

Nice Blog
For Data Science training in Bangalore, Visit:
Data Science training in Bangalore

September 4, 2019 at 4:32 AM  
Blogger divi said...

This post is very impressive for me. I read your whole blog and I really enjoyed your article. Thank you...!
thanks for your information really good and very nice web design company in velachery

September 5, 2019 at 11:50 PM  
Blogger event management said...

Thanks for sharing such a nice Blog.I like it.
Event management company in chennai
Wedding Planners in chennai
wedding photographers in chennai

September 7, 2019 at 12:10 AM  
Blogger Techy said...

For Data Science training in Bangalore, Visit:
Data Science training in Bangalore

September 10, 2019 at 3:51 AM  
Blogger Techy said...

For AI training in Bangalore, Visit:
Artificial Intelligence training in Bangalore

September 10, 2019 at 5:28 AM  
Blogger Updated Tech News said...

Visit here for more about - Hadoop Training in Bangalore

September 11, 2019 at 4:45 AM  
Blogger Prakash said...

More impressive Blog!!! Its more useful for us...Thanks for sharing with us...
Hadoop Training in Chennai
Big data training in chennai
Big Data Course in Chennai
Big Data Training
Big data Training in Annanagar
Hadoop training in vadapalani
Digital Marketing Course in Chennai
Python Training in Chennai
JAVA Training in Chennai
Selenium Training in Chennai

September 13, 2019 at 3:34 AM  
Blogger andriya said...

Really an informative blog...Thanks for sharing informative article with us...
Drupal Training in Chennai
Drupal 7 Training
Drupal Certification Training
Drupal Training in Anna Nagar
Drupal Training in Tnagar
Photoshop Classes in Chennai
clinical sas training in chennai
SAS Training in Chennai
javascript training in chennai
Hibernate Training in Chennai

September 13, 2019 at 4:58 AM  
Blogger Techy said...

For Data Science training in Bangalore, Visit:
Data Science training in Bangalore

September 13, 2019 at 5:41 AM  
Blogger chintu said...

Awesome blog...Thanks for sharing. Waiting for next...
Photoshop Classes in Chennai
photoshop classes
Photoshop Classes for Photographers
Photoshop Training
photoshop training in Thiruvanmiyur
Drupal Training in Chennai
Manual Testing Training in Chennai
LoadRunner Training in Chennai
QTP Training in Chennai
C C++ Training in Chennai

September 14, 2019 at 5:25 AM  
Blogger Prakash said...

More impressive Blog!!! Its more useful for us...Thanks for sharing with us...
Hadoop Training in Chennai
Big data training in chennai
Big Data Hadoop Training
Big Data Hadoop Training in Chennai
Hadoop training in Thiruvanmiyur
Big data Training in Velachery
Python Training in Chennai
Software testing training in chennai
Python Training in Chennai
JAVA Training in Chennai

September 15, 2019 at 11:47 PM  
Blogger Venkatesh CS said...

Thanks for sharing valuable information.
Digital Marketing training Course in chennai
digital marketing training institute in chennai
digital marketing training in Chennai
digital marketing course in Chennai
digital marketing course training in omr
digital marketing certification in omr
digital marketing course training in velachery
digital marketing training center in chennai
digital marketing courses with placement in chennai
digital marketing certification in chennai
digital marketing institute in Chennai
digital marketing certification course in Chennai
digital marketing course training in Chennai
Digital Marketing course in Chennai with placement
digital marketing courses in chennai

September 17, 2019 at 12:42 AM  
Blogger Nandhini said...

Thank you so much for sharing this amazing article with us. I will stay connected with your blogs for the future posts.
Python training in bangalore

September 17, 2019 at 10:49 PM  
Blogger harish kalyan said...

Really a awesome blog for the freshers. Thanks for posting the information.
German Classes in Chennai
German language training in chennai
french classes
pearson vue test center in chennai
IoT Training in Chennai
Xamarin Training in Chennai
Node JS Training in Chennai
content writing course in chennai
German Classes in Velachery
German Classes in Adyar

September 19, 2019 at 12:57 AM  
Blogger Benish said...

Really nice post. Thank you for sharing amazing information.
Python training in Chennai/Python training in OMR/Python training in Velachery/Python certification training in Chennai/Python training fees in Chennai/Python training with placement in Chennai/Python training in Chennai with Placement/Python course in Chennai/Python Certification course in Chennai/Python online training in Chennai/Python training in Chennai Quora/Best Python Training in Chennai/Best Python training in OMR/Best Python training in Velachery/Best Python course in Chennai

September 19, 2019 at 10:53 PM  
Blogger The India said...

Delhi Mathura Vrindavan Tour by Bus
Agra Mathura Tour Package by Bus
Delhi to Agra tour by Volvo bus
Online Bus Ticket Booking for Agra
Same Day Agra Tour
Same Day Agra Tour by Bus

September 20, 2019 at 10:26 PM  
Blogger raj khan said...

Soma pill is very effective as a painkiller that helps us to get effective relief from pain. This cannot cure pain. Yet when it is taken with proper rest, it can offer you effective relief from pain.
This painkiller can offer you relief from any kind of pain. But Soma 350 mg is best in treating acute pain. Acute pain is a type of short-term pain which is sharp in nature. Buy Soma 350 mg online to get relief from your acute pain.

https://globalonlinepills.com/product/soma-350-mg/


Buy Soma 350 mg
Soma Pill
Buy Soma 350 mg online



Buy Soma 350 mg online
Soma Pill
Buy Soma 350 mg

September 23, 2019 at 2:32 AM  
Blogger Manisha Sudha said...

Awesome blog...thanks for sharing valuable articles.....
Struts Training in Chennai
Struts Training institutes in Chennai
Struts Training Chennai
struts Training in Anna Nagar
struts Training in T Nagar
Wordpress Training in Chennai
SAS Training in Chennai
Spring Training in Chennai
Photoshop Classes in Chennai
DOT NET Training in Chennai

September 23, 2019 at 4:36 AM  
Blogger Benish said...

Really nice post. Thank you for sharing amazing information.
Python training in Chennai/Python training in OMR/Python training in Velachery/Python certification training in Chennai/Python training fees in Chennai/Python training with placement in Chennai/Python training in Chennai with Placement/Python course in Chennai/Python Certification course in Chennai/Python online training in Chennai/Python training in Chennai Quora/Best Python Training in Chennai/Best Python training in OMR/Best Python training in Velachery/Best Python course in Chennai

September 23, 2019 at 10:25 PM  
1 – 200 of 251 Newer› Newest»

Post a Comment

Subscribe to Post Comments [Atom]

<< Home