These days youtube has become one of the best website for videos sharing, streaming and earning online. Youtube community has grown in such a way that you can find almost videos from every fields in it. In past years it mostly contained entertaining videos, but nowadays, along with entertainment, it has also become one of the most popular platform for education. It contains educational videos and lectures almost from fields.
- Machine Learning-Andrew Ng, Standford University[FULL COURSE]
This Lecture series is given by Andrew Ng, who is one of the experienced Computer Scientist, Leader in AI, Inventor and Entrepreneur of Silicon valley. This series covers all the essential and important topics on machine learning with proper explanation. This series focuses more on understanding of algorithms and techniques of machine learning than implementing it in code.
- Lecture Collection |Machine Learning
This is the lecture series given by Andrew Ng in one of the batches in Standford University. It also touches most of the algorithms and techniques in machine learning.
- Siraj Raval
This channel not only includes tutorials on machine learning, but also contains videos that give you hints and tricks to learn machine learning easily. If you follow his instructions, then it will become easier a lot for you to go through any of the machine learning lectures or books. The channel also contains different videos on kaggle competitions.
- Victor Lavrenko
In this Lecture series the topics are divides into small episodes, due to which it has become easier to understand each topics easily. It also contains about applied Machine learning algorithm and techniques.
- Paul G. Allen School
This is also a lecture series that contains 10 videos all total. The videos are highly informative however are quiet lengthy. If you go through all of the 10 videos, then you will have sufficient understanding about machine learning and its algorithms
- Machine Learning Course MIT OpenCousreware
This lecture series also focuses on the development of algorithms and techniques of machine learning rather than coding. This Series contains all total 22 videos with separate topics covered. This series will help you a lot if you want to have core understanding of the machine learning algorithms.
- Machine Learning With Python
If you want to learn Machine Learning algorithms and implement them simultaneously in python, then this tutorial series might help you a lot. It contains basics of most of the algorithms in ML and their respective codes in Python.
This tutorial series strongly focuses on coding than the algorithms. However you can find some short and clear explanations of algorithms with examples.
It also focuses on writing code in python rather going deep into algorithms.You can get good practical understanding of machine learning after going through this tutorial series.