The field of machine learning is a vast topic and it can be hard to know where to start. In this blog post, we’ll cover the top three free tutorial videos on machine learning from YouTube published this week (Week of Nov 1, 2021). These videos will help you get started with the basics of machine learning & deep learning, introduce you to some popular algorithms in use today, and give you an idea of what’s possible when building a model from scratch.
Build a Machine Learning Project From Scratch with Python and Scikit-learn
Let’s say you want to build a machine learning project from scratch. Maybe you’re not sure how to get started, or maybe you just need a refresher on the basics of data science and machine learning before diving into something more advanced. This video is for you! It covers everything from getting your data set ready, to training your model and making predictions with it. You might be wondering why we use Python as our programming language in this tutorial (since many other languages like R are traditionally used for machine learning). The reason is because Python has an extensive suite of open-source libraries that make building these types of projects easy! Here goes the video:
IIT Roorkee Free Online Course on Machine Learning, Data Science
Are you a data scientist, researcher or engineer looking to learn more about machine learning and how it relates to the world of data science? Well then this video is for you! In this video, you will be given a walk-through of some of the most important topics related to machine learning. Here goes the video:
FREE Deep Learning Course With Certificate for Beginners by Simplilearn
Do you want to learn deep learning but don’t know where to start? If so, this course is perfect for you as it’s designed as a beginner-friendly introduction. You’ll gain an understanding of the fundamental concepts and how they work in practice, with the goal of providing students with a certificate on completion. If you’re interested in building your data science skillset and getting ahead of the game before demand increases, get started now! Here goes the video:
- Book: First principles thinking for building winning products - April 19, 2022
- Free AI / Machine Learning Courses at Alison.com - November 16, 2021
- 12 Weeks Free course on AI: Knowledge Representation & Reasoning (IIT Madras) - November 14, 2021
I found it very helpful. However the differences are not too understandable for me