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...
Other links mentioned:
Visual Neural Networks by @vcubingx • The Neural Network, A Visual Introduction
Which GPUs for deep learning by Tim Dettmers - https://timdettmers.com/2020/09/07/wh...
fastai2 launch - https://www.fast.ai/2020/08/21/fastai...
ML for colonoscopy improvement - https://ai.googleblog.com/2020/08/usi...
minGPT by Andrei Karpathy - https://github.com/karpathy/minGPT
MLOps tutorial series - https://madewithml.com/projects/1964/...
Deploying a machine learning model using FastAPI - https://testdriven.io/blog/fastapi-ma...
Nvidia's new 30 series graphics cards - https://www.nvidia.com/en-us/geforce/...
On-device supermarket product detection - https://ai.googleblog.com/2020/07/on-...
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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