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Udemy St. Patrick’s Day Sale 🍀

March 13, 2019

Do beer and AI go together?

For the next week, all my Deep Learning and AI courses are available for just $11.99! ($1.00 less than the current sale, woohoo!)

For my courses, please use the coupons below (included in the links), or if you want, enter the coupon code: MAR2019.

For prerequisite courses (math, stats, Python programming) and all other courses, follow the links at the bottom for sales of up to 90% off!

Since ALL courses on Udemy on sale, if you want any course not listed here, just click the general (site-wide) link, and search for courses from that page.


https://www.udemy.com/support-vector-machines-in-python/?couponCode=MAR2019

https://www.udemy.com/recommender-systems/?couponCode=MAR2019
https://www.udemy.com/deep-learning-advanced-nlp/?couponCode=MAR2019


https://www.udemy.com/advanced-computer-vision/?couponCode=MAR2019


https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=MAR2019


https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=MAR2019


https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=MAR2019


https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=MAR2019


https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=MAR2019


https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=MAR2019


https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=MAR2019


https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=MAR2019


https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=MAR2019


https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=MAR2019


https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=MAR2019


https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=MAR2019


https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=MAR2019


https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=MAR2019


https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=MAR2019


https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=MAR2019


https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=MAR2019


https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=MAR2019

 

PREREQUISITE COURSE COUPONS

And just as important, $11.99 coupons for some helpful prerequisite courses. You NEED to know this stuff to understand machine learning in-depth:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2p8kcC0
Probability (option 2) http://bit.ly/2oXa2pb
Probability (option 3) http://bit.ly/2oXbZSK

 

OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

 

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!

Go to comments


How to Meet Your New Years Resolutions in 2019 (Udemy Coupons $9.99)

January 1, 2019

Deep Learning and AI Courses for just $9.99

New Years 2019

How to meet your New Years resolutions in 2019

Firstly, I’d like to wish everyone on this list a happy new year, we are off to a great start. The new year is a time to set goals, turn things around, and be better than we were before.

What better way than to learn from thousands of experts around the world who are the best at what they do? Luckily, I’ve got something that will make it just a little easier.

I know a lot of you have been waiting for this – well here it is – the LOWEST price possible on ALL Udemy courses (yes, the whole site!)

For the next 10 days, ALL courses on Udemy (not just mine) are available for just $9.99!

For my courses, please use the Udemy coupons below (included in the links below), or if you want, enter the coupon code: JAN2019.

For prerequisite courses (math, stats, Python programming) and all other courses (Bitcoin, meditation, yoga, guitar, photography, whatever else you want to learn), follow the links at the bottom (or go to my website).

Since ALL courses on Udemy are on sale, if you want any course not listed here, just click the general (site-wide) link, and search for courses from that page.


https://www.udemy.com/recommender-systems/?couponCode=JAN2019
https://www.udemy.com/deep-learning-advanced-nlp/?couponCode=JAN2019


https://www.udemy.com/advanced-computer-vision/?couponCode=JAN2019


https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=JAN2019


https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=JAN2019


https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=JAN2019


https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=JAN2019


https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=JAN2019


https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=JAN2019


https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=JAN2019


https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=JAN2019


https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=JAN2019


https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=JAN2019


https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=JAN2019


https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=JAN2019


https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=JAN2019


https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=JAN2019


https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=JAN2019


https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=JAN2019


https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=JAN2019


https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=JAN2019

 

PREREQUISITE COURSE COUPONS

And just as important, $9.99 coupons for some helpful prerequisite courses. You NEED to know this stuff to understand machine learning in-depth:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2p8kcC0
Probability (option 2) http://bit.ly/2oXa2pb
Probability (option 3) http://bit.ly/2oXbZSK

 

OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

 

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/javascript

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!

Go to comments


Artificial Intelligence Boxing Day Blowout!

December 26, 2018

Deep Learning and AI Courses for just $11.99

Boxing Day 2018

Celebrate the Holidays with New AI & Deep Learning Courses!

I’ve been busy making free content and updates for my existing courses, so guess what that means? Everything on sale!

For the next week, all my Deep Learning and AI courses are available for just $11.99!

For my courses, please use the coupons below (included in the links), or if you want, enter the coupon code: DEC2018.

For prerequisite courses (math, stats, Python programming) and all other courses, follow the links at the bottom for sales of up to 90% off!

Since ALL courses on Udemy on sale, if you want any course not listed here, just click the general (site-wide) link, and search for courses from that page.


https://www.udemy.com/recommender-systems/?couponCode=DEC2018


https://www.udemy.com/deep-learning-advanced-nlp/?couponCode=DEC2018


https://www.udemy.com/advanced-computer-vision/?couponCode=DEC2018


https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=DEC2018


https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=DEC2018


https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=DEC2018


https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=DEC2018


https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=DEC2018


https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=DEC2018


https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=DEC2018


https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=DEC2018


https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=DEC2018


https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=DEC2018


https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=DEC2018


https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=DEC2018


https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=DEC2018


https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=DEC2018


https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=DEC2018


https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=DEC2018


https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=DEC2018


https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=DEC2018

 

PREREQUISITE COURSE COUPONS

And just as important, $11.99 coupons for some helpful prerequisite courses. You NEED to know this stuff to understand machine learning in-depth:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2p8kcC0
Probability (option 2) http://bit.ly/2oXa2pb
Probability (option 3) http://bit.ly/2oXbZSK

 

OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

 

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!

Go to comments


Black Friday 2018 – Udemy’s BIGGEST Sale of the YEAR is back!

November 14, 2018

Deep Learning and AI Courses for just $9.99

Black Friday 2018

Udemy’s BIGGEST Sale of the YEAR is back!

I know a lot of you have been waiting for this – well here it is – the LOWEST price possible on ALL Udemy courses (yes, the whole site!)

For the next 7 days, ALL courses on Udemy (not just mine) are available for just $9.99!

For my courses, please use the coupons below (included in the links below), or if you want, enter the coupon code: NOV2018.

For prerequisite courses (math, stats, Python programming) and all other courses (yoga, guitar, photography, whatever else you want to learn), follow the links at the bottom.

Since ALL courses on Udemy are on sale, if you want any course not listed here, just click the general (site-wide) link, and search for courses from that page.


https://www.udemy.com/recommender-systems/?couponCode=NOV2018


https://www.udemy.com/deep-learning-advanced-nlp/?couponCode=NOV2018


https://www.udemy.com/advanced-computer-vision/?couponCode=NOV2018


https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=NOV2018


https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=NOV2018


https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=NOV2018


https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=NOV2018


https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=NOV2018


https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=NOV2018


https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=NOV2018


https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=NOV2018


https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=NOV2018


https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=NOV2018


https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=NOV2018


https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=NOV2018


https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=NOV2018


https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=NOV2018


https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=NOV2018


https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=NOV2018


https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=NOV2018


https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=NOV2018

PREREQUISITE COURSE COUPONS

And just as important, $9.99 coupons for some helpful prerequisite courses. You NEED to know this stuff to understand machine learning in-depth:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2p8kcC0
Probability (option 2) http://bit.ly/2oXa2pb
Probability (option 3) http://bit.ly/2oXbZSK

 

OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

 

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!

Go to comments


Artificial Intelligence SUMMER SALE – All courses $9.99!

July 15, 2018

ALL Courses on Udemy $9.99

July 2018

cat-208

Too hot outside? Watch AI & Deep Learning videos instead!

I’ve been busy making free content and updates for my existing courses, so guess what that means? Everything on sale!

For the next 3 days, ALL courses on Udemy (not just mine) are available for just $9.99!

This is the lowest price possible on Udemy, so make sure you grab these courses while you have the chance.

For my courses, please use the coupons below (included in the links), or if you want, enter the coupon code: JULY2018.

For prerequisite courses (math, stats, Python programming) and all other courses, follow the links at the bottom.

Since ALL courses on Udemy on sale, for any course not listed here, just click the general (site-wide) link, and search for courses from that page.

BY THE WAY: Did you see my latest announcement about the massive updates I just made to my original Deep Learning with NLP course? It includes a brand new section called “Beginner’s Corner” which is designed to be useful for beginners to ML who aren’t quite ready for the rest of the course yet. If not: read more here.

ALSO: Got any requests? What do you want to learn about? (Doesn’t have to be Deep Learning or AI-related) Let me know!


https://www.udemy.com/deep-learning-advanced-nlp/?couponCode=JULY2018
https://www.udemy.com/advanced-computer-vision/?couponCode=JULY2018

https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=JULY2018

https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=JULY2018

https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=JULY2018


https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=JULY2018


https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=JULY2018

https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=JULY2018

https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=JULY2018

https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=JULY2018

 


https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=JULY2018

 


https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=JULY2018

 


https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=JULY2018

 


https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=JULY2018

 


https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=JULY2018

 


https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=JULY2018

 


https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=JULY2018

 


https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=JULY2018

 


https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=JULY2018

 


https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=JULY2018

 

PREREQUISITE COURSE COUPONS

And just as important, $9.99 coupons for some helpful prerequisite courses. You NEED to know this stuff to understand machine learning in-depth:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2prFQ7o
Probability (option 2) http://bit.ly/2p8kcC0
Probability (option 3) http://bit.ly/2oXa2pb
Probability (option 4) http://bit.ly/2oXbZSK

 

OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

 

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!

Go to comments


FREE Updates to NLP: Deep Learning for Beginners!

July 15, 2018

deepnlp

You may have noticed that my course Natural Language Processing with Deep Learning in Python has gotten a lot longer recently!

As part of my course revitalization process, I’ve added a significant number of updates to this course.

All students are receiving this announcement because no matter what skill-level you’re currently at, you will get a lot of value from this update.

What has changed?

 

UPDATES FOR BEGINNERS:

A brand new section called “Beginner’s Corner”. This section requires only basic machine learning knowledge. Know what a feature vector is, and know how to use the SciKit-Learn API.

You will get a taste of what word2vec and GloVe vectors can do.

You can still get a good understanding of what the course is about even if you’re not (yet!) ready to tackle the rest of the course.

 

UPDATES FOR INTERMEDIATE STUDENTS:

A brand new “Review” section has been added. This section focuses on the bigram model, and several ways to implement it.

1) Just counting. For example, p(heads) = # heads / # total.

2) A single neuron (logistic model). We show how this is equivalent to #1.

3) A neural network model. We show how this actually makes #2 more efficient.

Crucially, this section provides you with all the techniques you need to tackle the next section on word2vec.

The word2vec section has also been completely re-done in order to take advantage of the concepts learned in the Review, making the transition seamless.

Finally, a brand new section on word vectors unifies the word2vec and GloVe sections, giving you a totally new (and in my opinion, better) way of training word2vec.

 

UPDATES FOR EXPERTS:

Additional theory lectures and Tensorflow code have been added to the RNN and Recursive Neural Network sections. Recall: the latter is a neural network structured like a tree.

Yes, Tensorflow’s capabilities have caught up! We can now do everything in Tensorflow that we’d previously done in Theano.

So if you’ve been avoiding these sections because you didn’t know Theano, now you have no excuse. =)

 

Click HERE to get the course if you don’t have it yet.

Hope you enjoy the updates, happy learning!

Go to comments


NEW Deep Learning Course: Advanced NLP and RNNs

May 1, 2018

nlp3

Over the past year, many of you have been asking for a followup on my RNN and Deep NLP courses. I am glad to announce that today, that course is here.

Deep Learning: Advanced NLP and RNNs

I decided to combine both NLP (natural language processing) and RNNs (recurrent neural networks) because these topics are so intertwined it’s almost impossible to talk about one without the other.

In recent years, a few ideas have started to bubble up and have shown themselves to be truly useful, and in this course, I bring those ideas to you.

Let’s start with the applications:

1. I’ve been asked quite a few times about how to do classification when each input can have multiple labels assigned to it. We will do a text classification problem that has data exactly like this.

2. Neural machine translation. One of the most popular applications of Deep NLP. We can’t not do this.

3. Question answering. You can think of this as “reading comprehension”. Can an AI read a story and answer a question about it? Facebook Research made this popular with their bAbI dataset.

4. Speech recognition (see below).

 
As you know I like to take an abstract view of machine learning. We know that all of the techniques for these applications can be used for yet more applications without any change in code because the “data is the same”. For example, a spam detection dataset looks no different than a sentiment analysis dataset.

In the same vein, neural machine translation is no different from simple versions of question answering and chatbots. So you are really learning how to do all of these things at the same time.

We will of course get a chance to review basics such as LSTMs, GRUs, language modeling, word embeddings, and so forth.

What techniques will we cover? These techniques are what have helped RNNs really work well for NLP in the recent past:

1. Bidirectional RNNs

bidirectional
2. Sequence-to-sequence models (seq2seq)

seq2seq
3. Attention

attn
4. Memory networks

memnet

So, if you’ve already heard about these and you wanted to learn about them – I hope you are excited!

 

 

THERE’S MORE:

This course is NOT just about RNNs but CNNs (convolutional neural networks) as well. This is an advanced course – ALL deep learning is fair game.

Early in the course, you’ll see how we can apply CNNs to text.

You will see that we get results on-par with LSTMs and GRUs.

That’s already pretty neat.

But there’s still more.

If you’re reading this, you automatically get access to the VIP version of the course, which contains EVEN MORE material.

For the first time, I’m releasing a course exclusively on https://deeplearningcourses.com

This course will appear on other sites in the future but you will NOT get the VIP version from those sites.

What’s in the VIP bonus?

It’s basically like an entirely new section of the course.

We will be looking at a topic I’ve wanted to cover for a long time: speech recognition.

audio

Unlike the usual type of NLP stuff which focuses on text, speech recognition focuses on audio.

Text is neat and formatted. When you type the word “the” it’s the same as if I type the word “the”.

The same cannot be said for audio. When you say “the” it sounds different from when I say “the”.

Audio is a real-world, physical signal like images are.

In that sense, speech recognition is more like computer vision.

In fact, you’ll see how we can apply CNNs to this task as well.

I love this section of the course because we get to dive into some very cool, never-before-seen material in order to do speech processing – namely time-series techniques such as the Fourier transform.

Screen Shot 2018-05-01 at 1.19.20 AM

You’ll even get a brief glimpse into how the Fourier transform is related to quantum mechanics and Heisenberg’s uncertainty principle!

Enough talk. Get the course here:

Deep Learning: Advanced NLP and RNNs
https://deeplearningcourses.com/c/deep-learning-advanced-nlp

NOTES:

1. As usual, if you purchase the course on deeplearningcourses.com and you’d like access on Udemy as well, I will do that for you once the course is released there.

2. I’ve made a lot of updates to deeplearningcourses.com recently, so hopefully you find them useful! Always happy to consider feature requests.

3. I recently moved deeplearningcourses.com to a shiny new server, so if you have any problems, please let me know. Everything seems to be running smoothly so far!

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Deep Learning Spring Sale! Udemy Coupons $10.99

April 11, 2018

ALL Courses on Udemy $10.99

April 2018

Grab these courses before these sales go away

I’m hard at work at my next course, so guess what that means? Everything on sale!

For the next 5 days, ALL courses on Udemy (not just mine) are available for just $10.99!

For my courses, please use the coupons below (included in the links), or if you want, enter the coupon code: APR2018.

For prerequisite courses (math, stats, Python programming) and all other courses, follow the links at the bottom.

linear

https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=APR2018

log

https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=APR2018

deep1

https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=APR2018

nlp

https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=APR2018

deep2
https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=APR2018

sql

https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=APR2018

cnn

https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=APR2018

cluster

https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=APR2018

udeep

https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=APR2018

hmm

https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=APR2018

rnn

https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=APR2018

deepnlp

https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=APR2018

super

https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=APR2018

bayes

https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=APR2018

ensemble

https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=APR2018

rl

https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=APR2018

deeprl

https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=APR2018

gan

https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=APR2018

cvhttps://www.udemy.com/advanced-computer-vision/?couponCode=APR2018

 

PREREQUISITE COURSE COUPONS

And just as important, $10.99 coupons for some helpful prerequisite courses. You NEED to know this stuff to understand machine learning in-depth:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2prFQ7o
Probability (option 2) http://bit.ly/2p8kcC0
Probability (option 3) http://bit.ly/2oXa2pb
Probability (option 4) http://bit.ly/2oXbZSK

 

OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!

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ALL Courses on Udemy $10 Again!

December 19, 2017

Big Surprise!

Earlier this week, I mentioned Udemy was doing a promotion on Tech courses only (if you were signed up for my newsletter you would have gotten the announcement). I’ve just heard news that they’ve opened up the $10 sale to ALL courses for the next 3 days only!

What this means: All my courses will continue to be on sale for $10 (just click the below links). But in addition, you can find other courses (including calculus and probability prerequisites) for $10 too!

With some time off, now is the PERFECT time to catch up on your deep learning / machine learning / data science skills. It’s almost 2018 and AI is rising faster than ever.

What better way than to grab all the deep learning courses you’ll ever want to take, for just $10?

Don’t forget, this is the LOWEST possible price on Udemy – get these courses NOW. We really don’t know when the next big sale is going to be.

If you want to type in the coupon code manually, it’s: WINTER2017 (remember, this is only for my courses). However, the coupon codes are included automatically in the links below.

This sale lasts until Dec. 21 (3 days). Don’t wait!

linear

https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=WINTER2017

log

https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=WINTER2017

 

deep1

https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=WINTER2017

 

nlp

https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=WINTER2017

 

deep2

https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=WINTER2017

 

sql

https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=WINTER2017

 

cnn

https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=WINTER2017

 

cluster

https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=WINTER2017

 

udeep

https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=WINTER2017

 

hmm

https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=WINTER2017

 

rnn

https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=WINTER2017

 

deepnlp

https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=WINTER2017

 

super

https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=WINTER2017

 

bayes

https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=WINTER2017

 

ensemble

https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=WINTER2017

 

rl

https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=WINTER2017

 

deeprl

https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=WINTER2017

 

gan

https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=WINTER2017

 

PREREQUISITE COURSE COUPONS

And just as important, $10 coupons for some helpful prerequisite courses. You NEED to know this stuff before you study machine learning:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2prFQ7o
Probability (option 2) http://bit.ly/2p8kcC0
Probability (option 3) http://bit.ly/2oXa2pb
Probability (option 4) http://bit.ly/2oXbZSK

 
OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!
Remember, these links will self-destruct on December 21 (3 days). Act NOW!

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Deep Learning BLACK FRIDAY SALE – Everything $10

November 16, 2017

A lot of you have been asking me… “When is the $10 sale coming back?”

And as you know, I share the news as soon as I find out – so here it is.

Black Friday is THE BIGGEST SALE OF THE YEAR.

This is the lowest price possible on Udemy.

I always make sure to mention to everyone: grab everything while you can because we just don’t know when the next big sale is going to be!

Don’t get stuck for months wondering… “When is the next $10 sale coming back?” Just get everything now! (Even if you don’t plan on taking the course for some time.)

Enough babbling, let’s get to the coupons. Remember: there’s no need to type in the coupon code manually – I’ve already provided the links so all you need to do is click and add to cart!

But just in case you’re curious – the coupon code is BLACKFRIDAY2017.

Also, make sure you scroll down to the bottom for some important updates.

linear

https://www.udemy.com/data-science-linear-regression-in-python/?couponCode=BLACKFRIDAY2017

log

https://www.udemy.com/data-science-logistic-regression-in-python/?couponCode=BLACKFRIDAY2017

 

deep1

https://www.udemy.com/data-science-deep-learning-in-python/?couponCode=BLACKFRIDAY2017

 

nlp

https://www.udemy.com/data-science-natural-language-processing-in-python/?couponCode=BLACKFRIDAY2017

 

deep2

https://www.udemy.com/data-science-deep-learning-in-theano-tensorflow/?couponCode=BLACKFRIDAY2017

 

sql

https://www.udemy.com/sql-for-marketers-data-analytics-data-science-big-data/?couponCode=BLACKFRIDAY2017

 

cnn

https://www.udemy.com/deep-learning-convolutional-neural-networks-theano-tensorflow/?couponCode=BLACKFRIDAY2017

 

cluster

https://www.udemy.com/cluster-analysis-unsupervised-machine-learning-python/?couponCode=BLACKFRIDAY2017

 

udeep

https://www.udemy.com/unsupervised-deep-learning-in-python/?couponCode=BLACKFRIDAY2017

 

hmm

https://www.udemy.com/unsupervised-machine-learning-hidden-markov-models-in-python/?couponCode=BLACKFRIDAY2017

 

rnn

https://www.udemy.com/deep-learning-recurrent-neural-networks-in-python/?couponCode=BLACKFRIDAY2017

 

deepnlp

https://www.udemy.com/natural-language-processing-with-deep-learning-in-python/?couponCode=BLACKFRIDAY2017

 

super

https://www.udemy.com/data-science-supervised-machine-learning-in-python/?couponCode=BLACKFRIDAY2017

 

bayes

https://www.udemy.com/bayesian-machine-learning-in-python-ab-testing/?couponCode=BLACKFRIDAY2017

 

ensemble

https://www.udemy.com/machine-learning-in-python-random-forest-adaboost/?couponCode=BLACKFRIDAY2017

 

rl

https://www.udemy.com/artificial-intelligence-reinforcement-learning-in-python/?couponCode=BLACKFRIDAY2017

 

deeprl

https://www.udemy.com/deep-reinforcement-learning-in-python/?couponCode=BLACKFRIDAY2017

 

gan

https://www.udemy.com/deep-learning-gans-and-variational-autoencoders/?couponCode=BLACKFRIDAY2017

 

 

 

MODERN DEEP LEARNING IN PYTHON VIP VERSION

In my last post, I relaunched my course “Modern Deep Learning in Python” which has more than doubled in size since its inception. Along with this re-release I offered a special VIP version of the course where you get a free 28-page tutorial on Tensorflow’s new Estimator API.

As mentioned, this deal is not going to last. In fact, 24 hours from now, it will be GONE FOREVER. Remember: you MUST use the VIP coupon to get the VIP material.

 

 

PREREQUISITE COURSE COUPONS

And just as important, $10 coupons for some helpful prerequisite courses. You NEED to know this stuff before you study machine learning:

General (site-wide): http://bit.ly/2oCY14Z
Python http://bit.ly/2pbXxXz
Calc 1 http://bit.ly/2okPUib
Calc 2 http://bit.ly/2oXnhpX
Calc 3 http://bit.ly/2pVU0gQ
Linalg 1 http://bit.ly/2oBBir1
Linalg 2 http://bit.ly/2q5SGEE
Probability (option 1) http://bit.ly/2prFQ7o
Probability (option 2) http://bit.ly/2p8kcC0
Probability (option 3) http://bit.ly/2oXa2pb
Probability (option 4) http://bit.ly/2oXbZSK

 
OTHER UDEMY COURSE COUPONS

As you know, I’m the “Lazy Programmer”, not just the “Lazy Data Scientist” – I love all kinds of programming!

And I’ve got sales for everything:

iOS courses:
https://lazyprogrammer.me/ios

Android courses:
https://lazyprogrammer.me/android

Ruby on Rails courses:
https://lazyprogrammer.me/ruby-on-rails

Python courses:
https://lazyprogrammer.me/python

Big Data (Spark + Hadoop) courses:
https://lazyprogrammer.me/big-data-hadoop-spark-sql

Javascript, ReactJS, AngularJS courses:
https://lazyprogrammer.me/js

 

EVEN MORE COOL STUFF

Into Yoga in your spare time? Photography? Painting? There are courses, and I’ve got coupons! If you find a course on Udemy that you’d like a coupon for, just let me know and I’ll hook you up!
Remember, these links will self-destruct on November 28 (13 days). Act NOW!

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