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!
Financial Engineering and Artificial Intelligence in Python
- Udemy Link (VIP version)
PyTorch: Deep Learning and Artificial Intelligence
- Udemy Link (VIP version)
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
Calculus 2
Calculus 3
Linear Algebra 1
Linear Algebra 2
Linear Algebra (Option 2)
Linear Algebra (Option 3)
Python Programming
Probability
