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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


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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!

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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


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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!

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Neural Ordinary Differential Equations

December 15, 2018

Very interesting paper that got the Best Paper award at NIPS 2018.

“Neural Ordinary Differential Equations” by Ricky T. Q. Chen, Yulia Rubanova, Jesse Bettencourt, and David Duvenaud.

Comes out of Geoffrey Hinton’s Vector Institute in Toronto, Canada (although he is not an author on the paper).

For those of you who have ever programmed simulations of systems of differential equations, the motivation behind this should be quite intuitive.

Recall that a derivative is the same thing as the slope of a tangent line, and can be approximated by the usual “rise over run” formula for small time steps \( \Delta t \).

$$ \frac{dh}{dt} \approx \frac{h(t + \Delta t) – h(t)}{\Delta t}$$

Here’s a picture of that if you forgot what it looks like:

glIra

Normally, the derivative is known to be some function \( \frac{dh}{dt} = f(h, t) \).

Your job in writing a simulation is to find out how \( h(t) \) evolves over time.

Here’s a picture of how that works (using different symbols):

EulerMethodGraph2

Since our job is to find the next value of \( h(t) \), we can rearrange the above to get:

$$ h(t + \Delta t) = h(t) + f(h(t), t) \Delta t $$

Typically the time step is just \( 1 \), so we can rewrite the above as:

$$ h_{t+1} = h_t + f(h_t, t) $$

Researchers noticed that this looks a lot like the residual network layer that is often used in deep learning!

In a residual network layer, \( h_t \) represents the input value, \( h_{t+1} \) represents the output value, and \( f(h_t, t) \) represents the residual.

Here’s a picture of that (using different symbols):

1_pUyst_ciesOz_LUg0HocYg

 

At this point, the question to ask is, if a residual network layer is just a difference equation that approximates a differential equation, can there be a neural network layer that is an actual differential equation?

How would backpropagation be done?

This paper goes over all that and more.

Read the paper here! https://arxiv.org/abs/1806.07366

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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


NEW course! Recommender Systems and Deep Learning in Python

September 13, 2018

Recommender Systems and Deep Learning in Python

So excited to tell you about my new course!

[if you don’t want to read my little spiel just click here to get your coupon: https://www.udemy.com/recommender-systems/?couponCode=LAUNCHDAY]

Believe it or not, almost all online businesses today make use of recommender systems in some way or another.

What do I mean by “recommender systems”, and why are they useful?

Let’s look at the top 3 websites on the Internet, according to Alexa: Google, YouTube, and Facebook.

Recommender systems form the very foundation of these technologies.

Google: Search results (why Google is a billion dollar company!)

YouTube: Video dashboard (and recommendations to the right of every video)

Facebook: News feed


This course is a big bag of tricks that make recommender systems work across multiple platforms.

We’ll look at popular news feed algorithms, like RedditHacker News, and Google PageRank.

We’ll look at Bayesian recommendation techniques that are being used by a large number of media companies today.

 

But this course isn’t just about news feeds.

Companies like AmazonNetflix, and Spotify have been using recommendations to suggest products, movies, and music to customers for many years now.

These algorithms have led to billions of dollars in added revenue.

So I assure you, what you’re about to learn in this course is very real, very applicable, and will have a huge impact on your business.

 

For those of you who like to dig deep into the theory to understand how things really work, you know this is my specialty and there will be no shortage of that in this course. We’ll be covering state of the art algorithms like matrix factorization and deep learning (making use of both supervised andunsupervised learning), and you’ll learn a bag full of tricks to improve upon baseline results.

 

Whether you sell products in your e-commerce store, or you simply write a blog – you can use these techniques to show the right recommendations to your users at the right time.

If you’re an employee at a company, you can use these techniques to impress your manager and get a raise!

 

I’ll see you in class!

 

GET THE COURSE NOW

Note: this course is NOT a part of my deep learning series (it’s not Deep Learning part 11) because while it contains a major deep learning component, a lot of the course uses non-deep learning techniques as well. The deep learning parts apply modified neural network architectures and deep learning technologies to the recommender problem.

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