机器学习人工学weekly-2018/8/5

注意下面很多链接需要科学上网，无奈国情如此

1. Google Cloud Next大会上的所有视频

视频列表链接：https://www.youtube.com/playlist?list=PLBgogxgQVM9v0xG0QTFQ5PTbNrj8uGSS-

个人最喜欢的是TPU的那个session

链接：https://www.youtube.com/watch?v=qXeGjmJQQrw&t=0s&list=PLBgogxgQVM9v0xG0QTFQ5PTbNrj8uGSS-&index=102

2. OpenAI用simulation训练机械手操纵方块（not an easy task）

Learning Dexterity

链接：https://blog.openai.com/learning-dexterity/

3. AutoKeras，开源的AutoML库

AutoKeras: The Killer of Google’s AutoML

链接：https://towardsdatascience.com/autokeras-the-killer-of-googles-automl-9e84c552a319

论文：https://arxiv.org/abs/1806.10282

4. RL在现实世界的应用

Applications of Reinforcement Learning in Real World

链接：https://towardsdatascience.com/applications-of-reinforcement-learning-in-real-world-1a94955bcd12

5. RL系列教程（还在更新中），写的挺好的

A Free course in Deep Reinforcement Learning from beginner to expert

链接:https://simoninithomas.github.io/Deep_reinforcement_learning_Course/#syllabus

6. 各种机器学习教程合集

Over 200 of the Best Machine Learning, NLP, and Python Tutorials — 2018 Edition

链接：https://medium.com/machine-learning-in-practice/over-200-of-the-best-machine-learning-nlp-and-python-tutorials-2018-edition-dd8cf53cb7dc

7. 用CapNet的GAN画漫画妹子

Drawing Anime Girls With Deep Learning

链接：https://towardsdatascience.com/drawing-anime-girls-with-deep-learning-4fa6523eb4d4

8. 人脸识别的各种算法

Face Recognition for Beginners

链接：https://towardsdatascience.com/face-recognition-for-beginners-a7a9bd5eb5c2

9. tfjs object detection教程

Deep learning in your browser: A brisk guide

链接：https://towardsdatascience.com/deep-learning-in-your-browser-a-brisk-guide-ca06c2198846

10. Google TPU使用教程

A tutorial on using Google Cloud TPUs

链接：https://blog.goodaudience.com/how-to-use-google-cloud-tpus-177c3a025067

11. fast.ai课程上的十个技巧

Ten Techniques Learned From fast.ai

链接：https://blog.floydhub.com/ten-techniques-from-fast-ai/