AI courseLAB365 | Member area and video courses
AI CourseLAB365: Mastering Artificial Intelligence Table of Contents Introduction Welcome to AI CourseLAB365 Course Overview and Objectives How to Navigate the Member Area Chapter 1: Introduction to Artificial Intelligence What is Artificial Intelligence? History and Evolution of AI Key Concepts and Terminology Chapter 2: Fundamentals of Machine Learning Overview of Machine Learning Types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning Key Algorithms and Techniques Chapter 3: Data Science and Data Preparation Importance of Data in AI Data Collection and Cleaning Feature Engineering and Selection Chapter 4: Building AI Models Introduction to Model Building Choosing the Right Model and Algorithm Training, Testing, and Evaluating Models Chapter 5: Deep Learning and Neural Networks Basics of Neural Networks Introduction to Deep Learning Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) Chapter 6: Natural Language Processing (NLP) Intr...