It's going to be a big (and fast) Summer of learning | Machine Learning Monthly August 2020

From new Nvidia GPUs to using machine learning to enrich colonoscopy data to a brand new tutorial series on MLOps, it’s been a massive month in machine learning.

Get the full scoop here: https://zerotomastery.io/blog/machine-learning-monthly-august-2020/

Other links mentioned:
Visual Neural Networks by @vcubingx – https://youtu.be/UOvPeC8WOt8
Which GPUs for deep learning by Tim Dettmers – https://timdettmers.com/2020/09/07/which-gpu-for-deep-learning/#The_Most_Important_GPU_Specs_for_Processing_Speed
fastai2 launch – https://www.fast.ai/2020/08/21/fastai2-launch/
ML for colonoscopy improvement – https://ai.googleblog.com/2020/08/using-machine-learning-to-detect.html
minGPT by Andrei Karpathy – https://github.com/karpathy/minGPT
MLOps tutorial series – https://madewithml.com/projects/1964/mlops-tutorial-series/
Deploying a machine learning model using FastAPI – https://testdriven.io/blog/fastapi-machine-learning/
Nvidia’s new 30 series graphics cards – https://www.nvidia.com/en-us/geforce/graphics-cards/30-series/
On-device supermarket product detection – https://ai.googleblog.com/2020/07/on-device-supermarket-product.html

Timestamps:
0:00 – Intro
1:50 – How I’d start learning machine learning again blog post
3:30 – Visual neural networks by vcubingx
4:50 – Using machine learning to improve colonoscopies
10:30 – New fastaiv2 announces
14:25 – minGPT by Andrei Karpathy
16:25 – Less supervised computer vision
18:50 – MLOps tutorial series
20:37 – How to deploy and host a ML model with FastAPI and Heroku
22:20 – On-device supermarket product detection
25:20 – Faster ML with Nvidia’s new 30 series GPUs
26:35 – Which GPUs should you use for deep learning blog post
28:10 – Sign off

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