Not sure what order to take the courses in?
Check out this helpful visual guide: https://deeplearningcourses.com/course_order
---Courses by the LazyProgrammer---
The best coupons you can get are the ones you get from me personally – just shoot me an email and ask. I will always give you a better discount than any currently existing coupon or site-wide promo.
The Numpy Stack in Python (Deep Learning Prerequisites)
- Udemy Link (this course is FREE!)
- DeepLearningCourses.com Link (also FREE!)
Linear Regression in Python (Deep Learning pt -1)
- Udemy Link (discount code is automatically applied!)
- DeepLearningCourses.com Link (discount code is automatically applied!)
Logistic Regression in Python (Deep Learning part 0)
- Udemy Link (discount code is automatically applied!)
- DeepLearningCourses.com Link (discount code is automatically applied!)
Deep Learning in Python (Deep Learning part 1)
- Udemy Link (discount code is automatically applied!)
- DeepLearningCourses.com Link (discount code is automatically applied!)
Practical Deep Learning in Theano and TensorFlow (Deep Learning part 2)
- Udemy Link (discount code is automatically applied!)
- 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!)
- 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!)
- 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!)
Advanced AI: Deep Reinforcement Learning in Python
- Udemy Link (discount code is automatically applied!)
- 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!)
- DeepLearningCourses.com Link (discount code is automatically applied!)
Unsupervised Machine Learning: Hidden Markov Models in Python
- Udemy Link (discount code is automatically applied!)
- 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---
Learn Apache Spark from Scratch
Apache Hadoop – Machine Learning and Hadoop Eco System
Cluster Analysis Motivation, Theory & Practical Application
From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase
Logistic Regression (Credit Scoring) Modeling using SAS
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
Python Programming
Probability (Option 1)
Probability (Option 2)
Probability (Option 3)
Probability (Option 4)
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
