Defining Machine Learning
The Different Applications of Machine Learning
The Role of a Learning Agent
Deep Learning
The purpose of a Neural Network
Example of a Neural Network with Voice Recognition
How Machine Learning Compliments Knowledge-Based Systems
The Machine Learning Process of Working with Data
Data Preprocessing
Selecting a Machine Learning Model
Reviewing the Algorithm and Machine Learning Model
Three Steps to Test Data in the Machine Learning Process
Object-Oriented Programming Languages Used in Machine Learning
Coding for Machine Learning
Bayes Theorem
Linear Algebra
Statistics
Regression Analysis 1/2
What is a Statistical Difference?
Regression Analysis 2/2
Common Algorithms Used in Supervised and Unsupervised Machine Learning
Boosting, Decision Forests, and Ensembles
Supervised, Unsupervised and Semi-Supervised Learning
Detection of Credit Card Fraud in Machine Learning
An Action List for Preparing Data Using Machine Learning
The Process of Training a Machine Learning Model
The process of testing a Machine Learning model
A Checklist to Evaluate the Results of Testing
