My #61 course certificate (with Honors) from Coursera
Practical Reinforcement LearningHigher School of Economics I am very proud that I survived and completed this thorny but...
Exploration and Planning in Reinforcement Learning
Exploration is needed to find unknown actions which lead to very large rewards. Most of the reinforcement learning...
Fashion and Luxury
What is fashion Fashion can be many things: creativity, business, trend that people share, or a way to...
Enforcement of Contracts
Third party beneficiaries Third party beneficiaries are people who benefit under a contract, but are not part to...
Reinforcement Learning: Policy Gradient Methods
The problems of value-based methods The idea behind value-based reinforcement learning (say, Q-learning) is to find an optimal...
My #60 course certificate from Coursera
Introduction to TensorFlowGoogle Quite a lot stuff of TensorFlow was distilled into this course, from the basics to...
TensorFlow Essentials
TensorFlow is an open-source, high-performance library for any numerical computation (not just for machine learning). For example, you...
My #59 course certificate from Coursera
Introduction to Google SEOUniversity of California Davis This is a wonderful course about marketing by means of search...
Google Search Engine Optimization
What is SEO? SEO stands for Search Engine Optimization, which is the practice of improving visibility of a...
Sales Contracts: UCC Article 2
UCC stands for Uniform Commercial Code, UCC Article 2 pertains sales of goods, which provides additional rules when...
My #58 course certificate from Coursera
Exploratory Data Analysis with MATLABMathWorks Even though Python, R and others are getting more and more popular, MATLAB...
My #57 course certificate from Coursera
How Google does Machine LearningGoogle Cloud There is no math, no Tensorflow, no algorithms in this short course...
Machine Learning in Google
AI First Think about the complex pipeline, to be successful at Machine Learning, besides creating models, you need...
Multi-Period Binomial Model
Multi-period binomial model Multi-period binomial model is really just a series of one-period model spliced together. When pricing...
Deep Q-Network in Reinforcement Learning
Deep Q-Network (DQN) is the first successful application of learning, both directly from raw visual inputs as humans...