![Certificate Introduction to TensorFlow](https://kzhu.ai/wp-content/uploads/2021/07/Coursera-S9SSFJFJ44G8-1024x791.jpg)
My #60 course certificate from Coursera
Introduction to TensorFlowGoogle Quite a lot stuff of TensorFlow was distilled into this course, from the basics to...
![](https://kzhu.ai/wp-content/uploads/2021/07/solen-feyissa-IfWFKG3FXE4-unsplash.jpg)
TensorFlow Essentials
TensorFlow is an open-source, high-performance library for any numerical computation (not just for machine learning). For example, you...
![Function approximation in Reinforcement Learning](https://kzhu.ai/wp-content/uploads/2021/06/Practical-Reinforcement-Learning-14-724x1024.jpg)
Supervised Learning in Reinforcement Learning
Deduction to supervised learning problem In tabular method, each Q(s, a) could be seen as a parameter. There...
![Monte Carlo, Temporal difference.](https://kzhu.ai/wp-content/uploads/2021/05/Practical-Reinforcement-Learning-11-724x1024.jpg)
Model-free Reinforcement Learning
Value Iteration in real world n real world, we don’t have the state transition probability distribution or the...
![Specialization Certificate Reinforcement Learning](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-TZ4ZBY8KPFQ6-1024x791.jpg)
My #4 specialization certificate from Coursera
Reinforcement Learning SpecializationUniversity of Alberta Anyone who loves reinforcement learning should not miss this specialization. Thank you University of Alberta! My Specialization...
![Certificate A Complete Reinforcement Learning System](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-7G8RKN22N2GS-1024x791.jpg)
My #41 course certificate from Coursera
A Complete Reinforcement Learning System (Capstone)University of Alberta For moon landing, let’s build a complete Deep RL system. You will get...
![Certificate Prediction and Control with Function Approximation](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-VM7X38GZY87Z-1024x791.jpg)
My #39 course certificate from Coursera
Prediction and Control with Function ApproximationUniversity of Alberta This course reaches the apex of the entire reinforcement learning specialization! Don’t...
![Certificate Sample-based Learning Methods](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-Q4ZCBTEV6VFZ-1024x791.jpg)
My #37 course certificate from Coursera
Sample-based Learning MethodsUniversity of Alberta I had a terrific time! This course covers quite a few fundamental &...
![Certificate Fundamentals of Reinforcement Learning](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-6H7TZRQG9VCN-1024x791.jpg)
My #36 course certificate from Coursera
Fundamentals of Reinforcement LearningUniversity of Alberta Many thanks to Prof. Martha White and Adam White for this great reinforcement learning course – I...
![Certificate How to Win a Data Science Competition](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-JQVFZA9A5NPG-1024x791.jpg)
My #33 course certificate (with Honors) from Coursera
How to Win a Data Science Competition (with Honors)Higher School of Economics This course rocks! ? I found...
![Specialization Certificate Deep Learning](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-XFPUA2BBUTG5-1024x791.jpg)
My #2 specialization certificate from Coursera
Deep Learning SpecializationDeepLearning.AI Mission complete! This is probably the most popular specialization on Coursera. Cutting-edge topics, high quality...
![Certificate Sequence Models](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-KN479D862HWZ-1024x791.jpg)
My #16 course certificate from Coursera
Sequence ModelsDeepLearning.AI When I finished this course, I picked up my phone and asked “Hey Siri, what is...
![Certificate Convolutional Neural Networks](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-XNX9P7EF64LY-1024x791.jpg)
My #13 course certificate from Coursera
Convolutional Neural NetworksDeepLearning.AI This great course helps you grasp fundamentals of CNN and get familiar with the most...
![Certificate Applied Machine Learning in Python](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-UWXWBV8PCTTM-1024x791.jpg)
My #9 course certificate from Coursera
Applied Machine Learning in PythonUniversity of Michigan This is a nice course about scikit-learn – a stable, powerful...
![Certificate Structuring Machine Learning Projects](https://kzhu.ai/wp-content/uploads/2021/04/Coursera-CSE93S7CCBNQ-1024x791.jpg)
My #8 course certificate from Coursera
Structuring Machine Learning ProjectsDeepLearning.AI This is a short-but-effective course about strategy. The topics are all critical for helping...