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
---Courses by the LazyProgrammer---
Use the links below to get the current best discount available on Udemy!
Machine Learning: Natural Language Processing in Python (V2)
- Udemy Link (main, non-VIP parts only)
- DeepLearningCourses.com Link (VIP parts only)
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 (FULL VIP version)
Cutting-Edge AI: Deep Reinforcement Learning in Python
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- VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)
Recommender Systems and Deep Learning in Python
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Deep Learning: Advanced NLP and RNNs (Deep Learning part 10)
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Deep Learning: Advanced Computer Vision (Deep Learning part 9)
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Advanced AI: Deep Reinforcement Learning in Python (Deep Learning part 7)
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Artificial Intelligence: Reinforcement Learning in Python
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Machine Learning and AI: Support Vector Machines in Python
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Deep Learning: GANs and Variational Autoencoders (Deep Learning part 8)
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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)
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- VIP Version: DeepLearningCourses.com Link (discount code is automatically applied!)
Logistic Regression in Python (Deep Learning part 0)
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Deep Learning in Python (Deep Learning part 1)
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Modern Deep Learning in Python (Deep Learning part 2)
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Convolutional Neural Networks in Theano and TensorFlow (Deep Learning part 3)
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Unsupervised Deep Learning in Python (Deep Learning part 4)
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Recurrent Neural Networks in Python (Deep Learning part 5)
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- 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
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Data Science: Supervised Machine Learning in Python
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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
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SQL for Marketers: Dominate Big Data Analytics, Data Science, and Big Data
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- 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
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