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:

1. What is Computer Vision? Guide to learning path for how to master Computer Vision with Deep Learning
2. What is Natural Language Processing (NLP)? Guide to learning path for how to master NLP with Deep Learning
3. What is Reinforcement Learning (RL)? Guide to learning path for how to master Reinforcement Learning with Deep Learning
4. 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!

Time Series Analysis, Forecasting, and Machine Learning

• Udemy Link (VIP version – get the latest coupon from this page)

Financial Engineering and Artificial Intelligence in Python

• Udemy Link (VIP version – get the latest coupon from this page)

PyTorch: Deep Learning and Artificial Intelligence

• Udemy Link (VIP version – get the latest coupon from this page)

Tensorflow 2.0: Deep Learning and Artificial Intelligence

• Udemy Link (VIP parts no longer available here)
• DeepLearningCourses.com Link (contains only the VIP parts – you now purchase both separately)

Cutting-Edge AI: Deep Reinforcement Learning in Python

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Recommender Systems and Deep Learning in Python

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

Artificial Intelligence: Reinforcement Learning in Python

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

Machine Learning and AI: Support Vector Machines in Python

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

The Numpy Stack in Python (Deep Learning Prerequisites)

• Udemy Link V2 (this course is FREE!)
• Udemy Link V2+ (longer, more content, completion certificate, Q&A)
• DeepLearningCourses.com Link (also FREE, but with more content!)

Linear Regression in Python (Deep Learning pt -1)

• Udemy Link  (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Logistic Regression in Python (Deep Learning part 0)

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Deep Learning in Python (Deep Learning part 1)

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Modern Deep Learning in Python (Deep Learning part 2)

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Unsupervised Deep Learning in Python (Deep Learning part 4)

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

Recurrent Neural Networks in Python (Deep Learning part 5)

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Easy Natural Language Processing in Python

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

Cluster Analysis and Unsupervised Machine Learning in Python

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

Data Science: Supervised Machine Learning in Python

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Unsupervised Machine Learning: Hidden Markov Models in Python

• Udemy Link (discount code is automatically applied!)
• VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)

Bayesian Machine Learning in Python: A/B Testing

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

Ensemble Machine Learning in Python: Random Forest and AdaBoost

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

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

• Udemy Link (discount code is automatically applied!)
• DeepLearningCourses.com Link (discount code is automatically applied!)

---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

• Data Science from Scratch: First Principles with Python
• D3.js in Action
• Data Visualization with JavaScript
• Mastering D3.js – Data Visualization for JavaScript Developers
• Data Visualization with D3.js Cookbook