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YouTube

Advances in Machine Learning and TensorFlow - Google I/O '18

TensorFlow via YouTube

Overview

This course covers advances in machine learning and TensorFlow, showcasing short presentations from top machine learning researchers, TensorFlow engineers working on robotics, and the Magenta team exploring the intersection of machine learning and art. The learning outcomes include understanding the latest developments in machine learning and TensorFlow applications beyond computer science. The course teaches skills such as collective learning of robots, self-learning communication, and teaching robots to learn. The teaching method involves a collection of short presentations. The intended audience includes individuals interested in the latest trends in machine learning, TensorFlow applications, and the fusion of machine learning with art and robotics.

Syllabus

Introduction
Advances in astronomy
Sketch RNN
Instant Super
Musical Scores
Drum Machine
Benson
Collective learning of robots
Simulations
Rainbow Dash
Selflearning
Communication
Self supervise
Teaching robots to learn
Debbie Bart
Summary

Taught by

TensorFlow

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