MATLAB: Exploratory Data Analysis
Data Science Workflow An important first step is to ask good questions about the data. It helps tune...
Basics of Contracts
A contract is nothing more than an enforceable agreement. The person who makes an offer is offeror, whose...
Supervised Learning in Reinforcement Learning
Deduction to supervised learning problem In tabular method, each Q(s, a) could be seen as a parameter. There...
Computing the Tax
Income Tax Formula This is an important formula, you’ll use throughout the course and beyond. The US tax...
Model-free Reinforcement Learning
Value Iteration in real world n real world, we don’t have the state transition probability distribution or the...
Quadrotors: Energetic and System Design
Spinning all rotors of a quad-rotor in the same direction will cause the robot to constantly rotate. The...
Compliance and Risk Management
Basics The simple fact is that the world today operates in a highly regulated environment. So when it comes...
Derivative Securities: Swaps, Futures and Options
Swaps Why do companies or entities construct swaps? Because they want to change the nature of cash flows,...
Dynamic Programming in RL
Reward That all of what we mean by goals and purposes can be well thought of as maximization...