One Neural Network to Rule Them All (and more) | Machine Learning Monthly June 2020
Every month I write an article called Machine Learning Monthly which collects all the coolest things in machine learning I've found over the previous month.
This month I decided to turn it into a video as well. If you liked this format (or think if anything can be improved), I'd love to know.
Links (in order):
ML Monthly June 2020: https://zerotomastery.io/blog/machine-learning-monthly-june-2020
How can a beginner like me get experience? - https://dbourke.link/getexperience
How I passed the TensorFlow developer certification - https://www.mrdbourke.com/how-i-got-tensorflow-developer-certified/
1. Machine Learning road map - https://dbourke.link/mlmap
2. aitextgen (generate text with AI) - https://github.com/minimaxir/aitextgen
3. Using AI to play like Bach - https://magenta.tensorflow.org/coconet
4. Data science: expectations vs. reality - https://dfrieds.com/articles/data-science-reality-vs-expectations.html
5. What I learned from looking at 200 ML tools - https://huyenchip.com/2020/06/22/mlops.html
5.5 The rise of the DevOps Mindset - https://stackoverflow.blog/2020/06/10/the-rise-of-the-devops-mindset/
6. One neural network to rule them all (once for all network) - https://hanlab.mit.edu/projects/ofa/
7. All of the matrix calculus you need for deep learning - https://explained.ai/matrix-calculus/index.html
8. Can AI play Minecraft? - https://www.aicrowd.com/challenges/neurips-2020-minerl-challenge
9. YOLOV4 (state of the art object detection) - https://medium.com/@alexeyab84/yolov4-the-most-accurate-real-time-neural-network-on-ms-coco-dataset-73adfd3602fe
10. DETR (end-to-end object detection with transformers) - https://ai.facebook.com/blog/end-to-end-object-detection-with-transformers
10.5 The transformer (type of architecture) explained) - https://nostalgebraist.tumblr.com/post/185326092369/the-transformer-explained
Timestamps:
0:00 Introduction
1:39 Welcome (written by AI)
3:27 - My posts for the month
4:45 - 1. Machine learning 2020 roadmap
6:47 - 2 aite
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Chapters (5)
Introduction
1:39
Welcome (written by AI)
3:27
My posts for the month
4:45
1. Machine learning 2020 roadmap
6:47
2 aite
🎓
Tutor Explanation
DeepCamp AI