10 YouTube videos for anyone starting with machine learning.

On libraries, algorithms, and tools:

1. Notebooks are a fantastic way to code, experiment, and communicate your results. Take a look at Corey Schafer fantastic 30-minute tutorial on Jupyter Notebooks. https://m.youtube.com/watch?v=HW29067qVWk


2. The Pandas library is the gold standard to manipulate structured data. Check out Joe James "Pandas Tutorial. Intro to DataFrames."
https://m.youtube.com/watch?v=HW29067qVWk

3. Data visualization is key for anyone practicing machine learning.
Check out Blondiebytes's "Learn Matplotlib in 6 minutes" tutorial.
https://youtu.be/nzKy9GY12yo

4. Another trendy data visualization library is Seaborn. Derek Banas put together "Seaborn Tutorial 2020," which is highly recommend. https://youtu.be/6GUZXDef2U0

5. Numpy is another Python library that you will use every single day.
Keith Galli's "Complete Python NumPy Tutorial" is a great start. https://youtu.be/6GUZXDef2U0

6. One of the most basic algorithms that you can learn is Decision Trees.
Watch Josh Gordon's video where he builds a decision tree from scratch. https://youtu.be/LDRbO9a6XPU

7. It's hard to talk about the Machine learning without touching on Neural Networks. Probably the best video out there that explains how neural networks work is 3blue1brown's: https://m.youtube.com/watch?v=aircAruvnKk

8. Scikit-Learn is one of the most popular machine learning libraries out there. Simplilearn's "Scikit-Learn Tutorial" is a great place to start. https://youtu.be/0Lt9w-BxKFQ

9. TensorFlow is the most popular deep learning library that's currently used in the industry. Here is a massive 7-hour tutorial of TensorFlow 2.0 produced by Free Code Camp. https://youtu.be/tPYj3fFJGjk

10. Finally, a great way to start getting familiar with machine learning is the bite-sized recipes published by Google. This series is worth every minute. Playlist: https://m.youtube.com/watch?v=cKxRvEZd3Mw&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal

✅ @AI_Python

Multithreaded Multiway Constraint
Systems with Rust and WebAssembly

https://bora.uib.no/bora-xmlui/bitstream/handle/11250/2770614/masterthesis_svartveit.pdf?

1 minute until launch

https://www.youtube.com/watch?v=L5QXreqOrTA