This 28-minute video provides a comprehensive introduction to the fundamentals of AI and Machine Learning for beginners. Discover the key differences between rule-based systems, machine learning, and deep learning while exploring how AI-powered applications are transforming industries including healthcare, finance, and retail. Learn about essential concepts such as narrow vs. general AI, neural networks, inferencing methods, and the three main types of machine learning (supervised, unsupervised, and reinforcement learning). The video breaks down complex topics into accessible segments, making it ideal for those preparing for AWS AI certification or anyone curious about how AI technologies are revolutionizing our world. Each section is clearly timestamped, allowing viewers to navigate directly to specific topics of interest within this beginner-friendly guide to AI fundamentals.
Overview
Syllabus
00:00 - Why Artificial Intelligence AI matters?
02:14 - Ai vs Rule-Based Systems
03:37 - What is Artificial Intelligence?
04:52 - Narrow AI vs General AI
06:20 - What is Machine Learning?
08:24 - Deep Learning & Neural Networks
10:16 - Comparing AI, Machine Learning and Deep Learning
15:56 - What is Inferencing in AI?
18:18 - Real-Time vs. Batch Inferencing
22:11 - Types of Machine Learning
24:21 - Supervised Learning
25:14 - Unsupervised Learning
26:26 - Reinforcement Learning
Taught by
KodeKloud
