Deep Learning Courses

Not sure what order to take the courses in?

Check out this helpful visual guide: https://deeplearningcourses.com/course_order

Also see:

What is Computer Vision? Guide to learning path for how to master Computer Vision with Deep Learning

What is Natural Language Processing (NLP)? Guide to learning path for how to master NLP with Deep Learning

What is Reinforcement Learning (RL)? Guide to learning path for how to master Reinforcement Learning with Deep Learning

Path to mastering Artificial Intelligence (AI) for Business Applications (Recommender Systems, A/B Testing, Supervised Machine Learning, Clustering)

 

---Courses by the LazyProgrammer---

Use the links below to get the current best discount available on Udemy!

PyTorch: Deep Learning and Artificial Intelligence

pytorch

Tensorflow 2.0: Deep Learning and Artificial Intelligence

tf2

Cutting-Edge AI: Deep Reinforcement Learning in Python

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Recommender Systems and Deep Learning in Python

recommenders

Deep Learning: Advanced NLP and RNNs (Deep Learning part 10)

nlp3

Deep Learning: Advanced Computer Vision (Deep Learning part 9)

advancedcv

Advanced AI: Deep Reinforcement Learning in Python (Deep Learning part 7)

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Artificial Intelligence: Reinforcement Learning in Python

rl_wide

Machine Learning and AI: Support Vector Machines in Python

svm

Deep Learning: GANs and Variational Autoencoders (Deep Learning part 8)

gan

The Numpy Stack in Python (Deep Learning Prerequisites)

numpy_v2

  • Udemy Link (this course is FREE!)
  • Old Udemy Link (No long free, but updated with the contents of the new version. Timing is more natural since the free version has very tight time constraints.)
  • DeepLearningCourses.com Link (also FREE, but with more content!)

Linear Regression in Python (Deep Learning pt -1)

linear

Logistic Regression in Python (Deep Learning part 0)

logistic

Deep Learning in Python (Deep Learning part 1)

deep1

Modern Deep Learning in Python (Deep Learning part 2)

deep2

Convolutional Neural Networks in Theano and TensorFlow (Deep Learning part 3)

cnn

Unsupervised Deep Learning in Python (Deep Learning part 4)

unsupervised2

Recurrent Neural Networks in Python (Deep Learning part 5)

neurons

Advanced Natural Language Processing in Python (Deep Learning part 6)

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Easy Natural Language Processing in Python

nlp

Cluster Analysis and Unsupervised Machine Learning in Python

unsupervised1

Data Science: Supervised Machine Learning in Python

supervised-ml-small

Unsupervised Machine Learning: Hidden Markov Models in Python

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Bayesian Machine Learning in Python: A/B Testing

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Ensemble Machine Learning in Python: Random Forest and AdaBoost

ensembles

SQL for Marketers: Dominate Big Data Analytics, Data Science, and Big Data

sql

 

---Other Resources---

A lot of people ask me where they can learn the prerequisites to machine learning. Here you go!

Calculus 1

Udemy Link

Calculus 2

Udemy Link

Calculus 3

Udemy Link

Linear Algebra 1

Udemy Link

Linear Algebra 2

Udemy Link

Linear Algebra (Option 2)

Udemy Link

Linear Algebra (Option 3)

Udemy Link

Python Programming

Udemy Link

Probability

Udemy Link

 

Books on how to learn data science

 







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