YouTube, ever since its debut in 2005, has been an open resource with videos befitting everyone’s interests. Machine Learning is one of these, with several channels & videos dedicated to it. Whether you’re a budding data scientist, an established analyst looking to learn more, or just simply awestruck by the idea of artificial intelligence, YouTube offers a wide range of information depending on what suits your tastes.
If you’re looking for channels & videos that offer insight into Machine Learning, you’ve come to the right place.
10 YouTube Videos and Channels About Machine Learning
1) Channel: Sentdex
Sentdex is a YouTube channel dedicated to in-depth Python programming tutorials. It offers video lessons on machine learning, finance, data analysis, robotics, web development, game development & more. Sentdex currently has more than 680,000 subscribers & 63 million views.
Suggested Video: Practical Machine Learning Tutorial with Python Intro p.1
Explore here: https://m.youtube.com/user/sentdex/videos
2) Channel: Siraj Raval
American YouTuber Siraj Raval is an AI researcher hoping to inspire & educate developers in building Artificial Intelligence that will benefit humanity. His channel began in January 2016 & has amassed over 640,000 subscribers & 31 million views.
Suggested Video: Learn Machine Learning in 3 Months (with curriculum)
Explore here: https://m.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A
3) Channel: Data School
Data school is a channel run by data scientist & teacher Kevin Markham. The videos focus on important aspects of data science sequentially is to help students of other disciplines follow along. Data school now has over 99,000 subscribers & almost 5 million views.
Suggested Video: What is machine learning & how does it work?
Explore here: https://m.youtube.com/user/dataschool/videos
4) Channel: Luis Serrano
Luis Serrano produces videos primarily in English ^ as of late, in Spanish. The videos revolve around demystifying complex concepts in mathematics, machine learning & artificial intelligence. The channel has 39,000 subscribers & 1.9 million views.
Suggested Video: A Friendly Introduction to Machine Learning
Explore here: https://m.youtube.com/channel/UCgBncpylJ1kiVaPyP-PZauQ/videos
5) Channel: Giant Neural Network
This channel aims to create videos that make learners more approachable to machine learning and reinforcement learning. Giant Neural Network is an up-and-coming channel with 22,000 subscribers & 1.2 million views.
Suggested Video: Beginner Intro to Neural Networks 1: Data & Graphing
Explore here: https://m.youtube.com/channel/UCrBzGHKmGDcwLFnQGHJ3XYg
6) Video: The Future of Robotics and Artificial Intelligence (Andrew Ng, Stanford University)
This video marks an engaging beginning to the study of Machine Learning. Andrew Ng, an American computer scientist & global leader in AI, talks about his childhood dream of building robots that think & work like humans. Here, he compares the human brain to the software in machines that show human characteristics.
Watch here: https://m.youtube.com/watch?feature=youtu.be&v=AY4ajbu_G3k
7) Video Series: Learning from Data – Caltech
This lecture series is conducted by Professor Yaser Abu-Mostafa in the course of eighteen videos. With the help of challenging assignments, these videos dive deep into the various machine-learning concepts & techniques. The course is very heavy on mathematics & follows each other in a story-like fashion.
Watch here: https://m.youtube.com/watch?v=mbyG85GZ0PI&list=PLD63A284B7615313A
8) Video: Using Python to Code by Voice
In this video, Tavis Rudd explains his two-year journey of developing coding through voice recognition. He gives a live demo, exhibiting how he makes his system do things with his voice that may otherwise take bourse to code manually.
Watch here: https://m.youtube.com/watch?v=8SkdfdXWYaI
9) Video: Python-Powered Machine Learning in the Cloud
Mr. Stephen Hoover elucidates on a cloud-based data science platform for data analysis built using Python. This platform, developed at his company Civis Analytics, helps analysts perform faster & be more efficient. He talks about various machine-learning aspects of the platform as well.
Watch here: https://m.youtube.com/watch?v=dHP7qo2xyX0
10) Video: MarI/O – Machine Learning for Video Games
This short video shows how the computer program Marl/O learns to play Super Mario, a classic game. The program is made of Neural Networks & Genetic Algorithms, showing the system’s evolution compared to the human brain. This video is exceptional for its display of the scope of machine learning.
Watch here: https://m.youtube.com/watch?v=qv6UVOQ0F44
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