YoVDO

Introduction to TensorFlow

Offered By: EuroPython Conference via YouTube

Tags

EuroPython Courses Deep Learning Courses Neural Networks Courses TensorFlow Courses Gradient Descent Courses Classification Courses Loss Functions Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Dive into the world of deep learning and TensorFlow with this 27-minute conference talk from EuroPython 2017. Explore core concepts of deep learning and TensorFlow from scratch, using simple examples and friendly visualizations. Learn about the importance of deep learning, TensorFlow installation, key concepts like Graph and Session, and build your first "Hello World" program. Progress through a step-by-step example of learning how to sum, and grasp fundamental deep learning concepts such as neural networks, loss functions, and gradient descent. By the end of this talk, gain the basic knowledge to build and run your own neural networks using TensorFlow, covering topics from introduction to results and recommendations.

Syllabus

Introduction
What is TensorFlow
Concepts
Hello World
Regression
Classification
Learning
Layers
Model
Results
Recommendations


Taught by

EuroPython Conference

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera
機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera
Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera
Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera
Leading Ambitious Teaching and Learning
Microsoft via edX