Online Courses I Have Taken
- The Data Scientist’s?ToolBox | Data Science Specialization | Coursera
- R Programming |?Data Science Specialization | Coursera
- Getting and Cleaning Data | Data Science Specialization | Coursera
- Exploratory Data Analysis | Data Science Specialization | Coursera
- Machine Learning Foundations: A Case Study Approach |?Machine Learning Specialization | Coursera
- Machine Learning: Regression | Machine Learning | Coursera
- Data Manipulation at Scale: Systems and Algorithms |?Data Science at Scale | Coursera
- Machine Learning | by Andrew Ng | Coursera
- Introduction to the Philosophy of Cognitives Sciences
- Neural Networks for Machine Learning | by Geoffrey Hinton?| Coursera
- MIT 6.S191: Introduction to Deep Learning [HOME][SUMMARY]
- Structuring Machine Learning Projects | Coursera [HOME][SUMMARY]
Courses To Take
Computer Science, AI & Statistics
- Deep Learning Specialization | by Andrew Ng | Coursera [HOME]
- CS188: Intro to AI?UC | Berkeley [HOME]
- Data Science: Practical Deep Learning in Theano + TensorFlow?| Lazy Programmer Inc. | Udemy [HOME]
- CS234: Reinforcement Learning | Stanford [HOME]
- CS 294: Deep Reinforcement Learning, Fall 2017 |?Berkeley [HOME]
- Oxford Deep NLP 2017 course [HOME]
- CS224n: Natural Language Processing with Deep Learning [HOME][VIDEO]
- CS231n: Convolutional Neural Networks for Visual Recognition [HOME]
- CS229: Machine Learning | by Andrew Ng [HOME]
- CS131 Computer Vision: Foundations and Applications [HOME]
- CS231A: Computer Vision, From 3D Reconstruction to Recognition [HOME]
- Easy Natural Language Processing (NLP) in Python | Lazy Programmer Inc. | Udemy [HOME]
- Natural Language Processing with Deep Learning in Python | Lazy Programmer Inc. | Udemy [HOME]
- Deep Learning: Convolutional Neural Networks in Python?| Lazy Programmer Inc. | Udemy [HOME]
- Deep Learning: Recurrent Neural Networks in Python |?Lazy Programmer Inc. | Udemy [HOME]
- Artificial Intelligence: Reinforcement Learning in Python | Lazy Programmer Inc. | Udemy [HOME]
- Advanced AI: Deep Reinforcement Learning in Python | Lazy Programmer Inc. | Udemy [HOME]
- Reinforcement Learning | by David Silver [HOME]
- Data Mining Specialization | by John C. Hart, Jiawei Han & ChengXiang Zhai | Coursera
- Artificial Intelligence | edx [HOME]
- MIT 6.S099: Artificial General Intelligence | MIT [HOME]
- Convex Optimization | by S. Boyd?| Lagunita [HOME]
- Statistical Learning | by?Trevor Hastie and?Rob Tibshirani | Lagunita [HOME]
Software Engineering & Programming
- Shell Workshop | Udacity [HOME]
- How to Use Git and GitHub | Udacity [HOME]
- GitHub & Collaboration | Udacity [HOME]
- Software Engineering: Introduction | edx [HOME]
- Software Design and Architecture Specialization | Coursera [HOME]
- Object-Oriented Design,?Design Patterns,?Software Architecture,?Service-Oriented Architecture
Cognitive Science,?Neuroscience & Psychology
- Computational Neuroscience?| by Rajesh P. N. Rao &?Adrienne Fairhall | Coursera [HOME]
- Neuronal Dynamics -?Computational Neuroscience?of Single Neurons | by?Wulfram Gerstner | edX [HOME]
- Visual Perception and the Brain | by?Dale Purves | Coursera [HOME]
- The Brain and Space |?Coursera [HOME]
- Understanding the Brain: The?Neurobiology?of Everyday Life | Coursera [HOME]
- Medical Neuroscience | Coursera [HOME]
- Introduction to?Neuroeconomics: How the Brain Makes Decisions | Coursera [HOME]
- Introduction to?Philosophy?| Coursera [HOME]
- Introduction to Psychology | Coursera [HOME]
Mathematics & Engineering
- Digital Signal Processing |?Coursera [HOME]
- Game Theory | Coursera [HOME]
- Game Theory II: Advanced Applications | Coursera [HOME]
- Gamification | Coursera [HOME]
Natural Science (Understanding the Nature)
- Understanding Einstein: The?Special Theory of Relativity?| Coursera [HOME]
- Introduction into?General Theory of Relativity?| Coursera [HOME]