Simple keras model inference optimizer https://github.com/ZFTurbo/Keras-inference-time-optimizer

Wrote some simple example of face detection and classification from 2 epochs of CV
https://github.com/creotiv/object_detection_projects/tree/master/face_detection_with_opencv_and_pyqt

Can character-level language models understand complex things?
https://www.lighttag.io/blog/character-level-NLP

Very good article to understand how improvements are made on hard CV tasks.
https://medium.com/mlreview/getting-inception-architectures-to-work-with-style-transfer-767d53475bf8

Two powerful papers from DeepMind team
https://arxiv.org/abs/1901.11390
https://arxiv.org/abs/1903.00450

Unsupervised entities & background segmentation

Awesome research from Google RL team. Learning dynamics from video
https://planetrl.github.io

(Russian speaking)
Отличное обьяснение разных фишек с математики просто и доступно, без х****)
https://www.youtube.com/channel/UCi3lxprPEKGjpmzzN90sceA

Hey guys, i've made small survey to better understand your needs. It will take just few minutes (10 questions). Thanks a lot :)
https://bit.ly/2YAwwwe

Automatic Mixed Precision for PyTorch. It will make your life much better in just 2 lines of code)
https://github.com/NVIDIA/apex

New awesome article from Distill.Pub
https://distill.pub/2019/visual-exploration-gaussian-processes/

Very interesting point of view from one of the Top RL researchers
https://youtu.be/wEgq6sT1uq8

From the pinned survey i found many interesting ideas about improving content of this channel. Also there was many questions about courses and starting point for learners.
So while im rethinking all stuff, here is collection of courses that i passed. https://medium.com/machine-learning-world/learning-path-for-machine-learning-engineer-a7d5dc9de4a4

Disney trying to automate making an animation
https://arxiv.org/pdf/1904.05440.pdf

#junior #middle #ds #regression
Explanation on some good technics in DS with code based on House Price Competition https://www.kaggle.com/agehsbarg/top-10-0-10943-stacking-mice-and-brutal-force

#junior #middle #ds #forecasting
Pretty good free book on forecasting https://otexts.com/fpp2

#junior #ds #forecasting #tutorial https://towardsdatascience.com/an-end-to-end-project-on-time-series-analysis-and-forecasting-with-python-4835e6bf050b

When you use ImageNet Dataset, but something went wrong)))

Graph Embedding with PyTorch from Facebook
https://github.com/facebookresearch/PyTorch-BigGraph