Whether you’re interested in learning more about Machine Learning for your own interest, are a Machine Learning student, or practice Machine Learning as a professional, there’s no shortage of great YouTube content to consume.
These eight content creators offer videos featuring deep dives into topics like Deep Learning and neural networks, coding tutorials for Python and C++, interviews with industry experts, step-by-step projects for beginners, and more.
Here, we’ve shared information about each YouTube channel and creator, as well as links to the top five videos to check out for each one.
Find them all below:
1. So you want to be a data scientist?
Based out of The Netherlands, Misra Turp creates in-depth, easy-to-follow video tutorials for aspiring data scientists and machine learning enthusiasts on her YouTube channel, So you want to be a data scientist?. Videos include content about Batch Normalization, Deep Learning, Neural Networks, Streamlit tutorials, and more. She also runs an online course with the same name.
Top Videos:
- How to Build a Streamlit App
- How to Collect User Input with Streamlit
- How to do Data Cleaning
- How to Make Tables in Streamlit Using Plotly
- How to Deploy a Streamlit App
Watch here.
2. Python Engineer
As a software engineer with a passion for Machine Learning, Computer Vision, and Data Science, Patrick Loeber has built an impressive following on his Python Engineer YouTube channel. Videos include content about OOP in Python, Hugging Face, Improving Python Automation Projects, NumPy, and more.
Top Videos:
- 11 Tips and Tricks to Write Better Python Code
- Deep Learning with PyTorch - Full Course
- PyTorch Tutorial 101 - Installation
- Object Oriented Programming (OOP) in Python
- Snake Game in Python
Watch here.
3. Sentdex
Run by Harrison Kinsley, Sentdex offers Python programming tutorials, as well as in depth videos about Machine Learning, finance, data analysis, robotics, web development, and more. He also posts tutorials on his website, PythonProgramming.net.
Top Videos:
- Practical Machine Learning Tutorial with Python Intro
- Self driving neural network in the city
- Regression intro - Practical Machine Learning Tutorial
- Introduction - Django Web Development with Python
- How to download and install Python Packages and Modules with Pip
Watch here.
4. AssemblyAI
Run by a top-rated Speech-to-Text API company, AssemblyAI’s YouTube channel offers weekly Machine Learning and Deep Learning tutorials. Videos cover topics such as Natural Language Processing (NLP), Automatic Speech Recognition (ASR), Sentiment Analysis, Batch Normalization, Automatic Chapter Detection, Transformers, and more.
Top Videos:
- Deep Learning Series
- Regularization in a Neural Network
- Deep Learning in 5 Minutes
- Real-time Speech Recognition
- Activation Functions
Watch here.
5. Two Minute Papers
With a Ph.D. in Computer Graphics and Machine Learning, Károly Zsolnai-Fehér runs the highly popular YouTube channel, Two Minute Papers. In his short, concise videos, Zsolnai-Fehér puts popular Machine Learning, Data Science, and AI applications to test, enhanced by his background in computer graphics.
Top Videos:
- OpenAI Plays Hide and Seek
- Is Simulating Soft and Bouncy Jelly Possible?
- Is a Realistic Honey Simulation Possible?
- 4 Experiments Where the AI Outsmarted Its Creators
- How Well Can an AI Learn Physics?
Watch here.
6. Tech with Tim
Tech With Tim is a YouTube channel featuring Machine Learning, programming, and software engineering videos and tutorials. With an emphasis on Python and Javascript. Videos include Python projects for beginners, programming terms explained, making video games, blockchain technology, C++, and more.
Top Videos:
- 12 Hour Coding Livestream - Creating an Online Game
- 15 Python Projects in Under 15 Minutes
- Python Flappy Bird AI Tutorial
- Python Object Oriented Programming (OOP)
- How to Convert any Python File to .EXE
Watch here.
7. Machine Learning with Phil
On the Machine Learning with Phil YouTube channel, you’ll find Artificial Intelligence and Deep Learning tutorials about reinforcement learning, Natural Language Processing, advanced algorithms, PyTorch and TensorFlow, and more. You can also find written tutorials at the companion website, neuralnet.ai.
Top Videos:
- How to Spec a Deep Learning PC
- Deep Q Learning is Simple with PyTorch
- Should You Launch an AI Startup in 2020?
- Deep Q Learning is Simple with Keras
- How to Create Your Own Reinforcement Learning
Watch here.
8. Lex Fridman
It’s no secret that Lex Fridman makes great AI, Machine Learning, and Data Science content. His YouTube channel features more worthwhile content, including videos of his Podcast content, like interviews with industry leaders and experts like Peter Woit, Jamie Metzel, Robert Crews, and more.
Top Videos:
- David Fravor: UFOs, Fighter Jets, and Aerospace Engineering
- Donut-shaped C code that generates a 3D spinning donut
- Dan Carlin: Hardcore History
- Alexander Fridman: My Dad, the Plasma Physicist
- Michio Kaku: Future of Humans, Aliens, Space Travel, & Physics
Watch here.
Top comments (0)