[05x01] What is Machine Learning?

Machine Learning is an exciting new field that is growing rapidly. But what exactly is it? In this tutorial, you'll learn what Machine Learning is and you'll understand how it's related to Artificial Intelligence and Deep Learning. You'll also learn about the broad classifications of the Machine Learning algorithms: Supervised Learning, Unsupervised Learning and Reinforcement Learning. This is the first tutorial in a new 13-part series called Julia Machine Learning for Beginners. There is no coding in this introductory tutorial, so there are no prerequisites for this episode. However, for the rest of the tutorial series, knowledge of Julia and VS Code is required. - This tutorial is intended for students, hobbyists and amateurs. - This tutorial is episode 01 of a 13-part series and is part of the Julia Machine Learning for Beginners playlist. - Schedule: New tutorials are posted on Sundays / Mondays. - Prerequisites: none. 00:00 Intro 04:50 A Brief History of Artificial Intelligence 10:03 What is Artificial Intelligence? 13:36 What is Machine Learning? 23:01 Supervised Learning 25:27 Unsupervised Learning 27:51 Reinforcement Learning 29:17 What is Deep Learning? 31:54 Recap 33:31 Outro ######################################## # Links for this tutorial ######################################## # Julia for Beginners Playlist https://www.youtube.com/watch?v=0oChN11wf_4&list=PLhQ2JMBcfAsi_3g2AFJ6B84d8c5jw5kXp # Package development in VSCode | Workshop | JuliaCon 2021 (Sebastian Pfitzner) https://youtu.be/F1R3ETaRQXY ######################################## # Links for this series ######################################## # The Julia Programming Language https://julialang.org/ https://docs.julialang.org/en/v1/ https://www.youtube.com/c/TheJuliaLanguage # VS Code https://code.visualstudio.com/ ######################################## Notice of Non-Affiliation and Disclaimer: I am not affiliated, associated, authorized, endorsed by, or in any way officially connected with The Julia Programming Language, Julia Academy, Julia Computing, Microsoft, or any of their subsidiaries or their affiliates. Nor am I affiliated, associated, authorized, endorsed by, or in any way officially connected with any software, packages or libraries used in this video. All marks, emblems and images are registered trademarks of their respective owners. Use of them does not imply any affiliation with or endorsement by them. ######################################## Join Button (Channel Membership): If you like what I do, then please consider Joining and becoming a Channel Member. https://www.youtube.com/channel/UCQwQVlIkbalDzmMnr-0tRhw/join Thank you!