Artificial Intelligence Fundamental Bootcamp (Extended)

Instructor

Teeradaj Racharak [about]

Course Syllabus

Week	Topic	Labs	Assignments	Slides
1	Overview of artificial intelligence	Lab 1.1: Basics in Python	-	Overview of artificial intelligence
2	Basics in TensorFlow and TensorBoard What is machine learning? Linear regression with one variable First TensorFlow tutorial	Lab 2.1: Basics in TensorFlow and TensorBoard	Assignment 1: Basics in TensorBoard	TensorFlow 101 1.1 Introduction Machine Learning 1.2 Model and Cost Function
3	Basics in iterative methods Linear regression with multiple variables	Lab 3.1: Basics in Google Colab Lab 3.2: Linear regression with one variables	Assignment 2: Linear regression in TensorFlow	Iterative Methods Multivariate Linear Regression
4	Logistic Regression - Classification	Lab 4.1: Logistic regression

Resources and Materials

• Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares

Organize By

Thai Programmer Association

Sponsor By

Software Park Thailand