Description
Data science is a multidisciplinary field that focuses on data analysis and machine learning. For example, this work can be provided to web applications, but the job of a data scientist is analysis and predictive modeling.
The work report on the future of 2020 , while looking at the increasingly strategic and increasingly redundant job boards, shows the similarities across the industry.
Leaders with growing demand for the next future include data analysts and data scientists, artificial intelligence and machine learning experts, robotics engineers, and digital transformation experts. These are expanding areas of knowledge and play a huge role in society.
In the past few years, I have selected the best AI, machine learning, and data science channels on YouTube that have been used the most.
You can still use this crazy 2020 to learn artificial intelligence, Python programming, machine learning, artificial intelligence and data science.
1. SpringBoard
The channel published interviews with data scientists from major companies such as Google, Uber, and Airbnb. From these videos, you can understand what it's like to be a data scientist and get valuable advice to apply to your life.
2. Arxiv Insights
Xander Steenbrugge is a machine learning researcher at ML6. His YouTube channel summarizes the key points about machine learning, reinforcement learning, and AI from a technical perspective, while making them available to a wider audience.
3. Machine Learning 101
Machine Learning 101 is a new ML Youtube channel that everyone should check out. It publishes videos explaining the concept of AI for beginners. The channel also released podcasts with expert data scientists and professional AI professionals in the commercial industry.
4. FreeCodeCamp
FreeCodeCamp is an amazing non-profit organization. It is an open source community that provides a series of resources to help people learn to code and create projects for free. Its website is completely free, anyone can learn to code. In addition, they have their news platform to share articles about programming and projects.
5. Data School
Kevin Markham created an in-depth YouTube tutorial to learn about AI and machine learning. Data Academy focuses on the topics you need to master first, and provides in-depth tutorials that you can understand regardless of your educational background.
6. Machine Learning TV
Machine Learning TV provides resources for computer science students and enthusiasts to better understand machine learning.
7. Giant Neural Network
This YouTube channel aims to make machine learning and reinforcement learning easier for everyone. There are 12 video playlists for a comprehensive introduction to neural networks for beginners, and it seems that subsequent series of intermediate neural networks are being produced.
8. Andreas Kretz
Andreas Kretz is a data engineer and founder of Plumbers of Data Science. He broadcasted live tutorials live on his channel, introducing how to obtain practical experience in data engineering and videos about questions and answers about Hadoop, Kafka, Spark and other data engineering.
9. Edureka!
Edureka is an e-learning platform that contains information about big data and Hadoop, DevOps, blockchain, artificial intelligence, Angular, data science, Apache Spark, Python, Selenium, Tableau, Android, PMP certification, AWS architects, digital marketing, etc. .
10. Andrew Ng Wu Enda once recognized as the chief scientist of Baidu
Ng was selected as one of the "100 Most Influential People" by Time magazine in 2012, and was named the "Most Creed Person" by Fast Company. He is the co-founder of Coursera and deeplearning.ai, and was a former vice president and chief scientist of Baidu. He is an adjunct professor at Stanford University.
11. Deeplearning.ai
The official Deep Learning AI YouTube official channel provides video tutorials of deep learning expertise on Coursera. DeepLearning.AI, founded by Ng, is an education technology company dedicated to developing a global AI talent community.
DeepLearning.AI's expert-led educational experience provides AI practitioners and non-technical professionals with the necessary tools, from basic to advanced applications all the way, enabling them to build an AI-driven future.
12. Tech with Tim
Tech With Tim is an excellent programmer who teaches game development in Python, Pygame, Java and machine learning. He created advanced coding tutorials using Python.
13. Machine Learning University (MLU)
The Machine Learning University (MLU) was established in 2016 as a direct goal of Amazon: to train as many employees as possible to master the technology, which is essential for the company to realize the "magic" of using the integrated technology to provide products.
14. Artificial Intelligence — All in One
This YouTube channel provides instructional videos related to science, technology and artificial intelligence.
15. Sentdex
Sentdex has created one of the best Python programming tutorials on YouTube. His tutorials range from beginners to more advanced. Contains more than 1,000 videos about Python programming tutorials. It not only provides basic knowledge, but also includes more content. You can learn about machine learning, finance, data analysis, robotics, web development, game development, etc.
16. Joma Tech
Joma Tech is a YouTuber who makes videos to help people enter the technology industry. He has worked as a data scientist and software engineer in a large technology company. Based on his experience, he produced videos interviewing Silicon Valley experts and lifestyles, and made data science more accessible.
17. Python Programmer
The content of Python programmers includes tutorials on Python, data science, machine learning, book recommendations, etc.
18. Deep Learning TV
The topics of this YouTube channel include how-tos, reviews of software libraries and applications, and interviews with key people in the field of deep learning. DeepLearning.TV involves deep learning, which is a field of learning that aims to teach machines to perceive the world. The channel started with a series of simplified deep learning, with themes such as "how to", "reviews of software libraries and applications" and interviews with key figures in the field. Through a series of concept videos to show the intuition behind each deep learning method, we will show you that deep learning is actually easier than you think.
19. Google Cloud Platform
YouTube videos can help you build the next features of security infrastructure, developer tools, APIs, data analysis and machine learning, and help you build the next features of security infrastructure, developer tools, APIs, data analysis, and machine learning.
20. Keith Galli
Keith Galli is a recent graduate of the Massachusetts Institute of Technology. He produces educational videos about computer science, programming, board games, etc.
21. Data Science Dojo
Data Science Dojo is a channel that promises to teach data science to everyone in an easy-to-understand way. You will find a large number of tutorials, lectures and courses on data engineering and science.
21. TechnoBotic
This is a very good Youtube channel for machine learning, data science and artificial intelligence. These videos introduce the basics and advanced concepts of AI and ML.
In this channel, the author summarized his core learning achievements from the perspective of practicality and usability, while making it accessible to more readers. If you like machine learning, data science and artificial intelligence, then this channel is for you!
22. StatQuest
StatQuest breaks down complex statistics and machine learning methods into easy-to-understand pieces. StatQuest will not reduce the quality of the material. On the contrary, it can help you better understand statistics and machine learning.
23. Yannic Kilcher
Yannic produces videos about machine learning research papers, programming and AI community issues, and the broader impact of AI in society.
24. One more thing...
If you want to continue learning, I have prepared a great list for you , machine learning, deep learning and data science training courses, you can now take the following training for free:
reference
https://medium.com/swlh/21-amazing-youtube-channels-for-you-to-learn-ai-machine-learning-and-data-science-for-free-486c1b41b92a