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Getting started with TensorFlow 2 に戻る

インペリアル・カレッジ・ロンドン(Imperial College London) による Getting started with TensorFlow 2 の受講者のレビューおよびフィードバック

4.9
463件の評価

コースについて

Welcome to this course on Getting started with TensorFlow 2! In this course you will learn a complete end-to-end workflow for developing deep learning models with Tensorflow, from building, training, evaluating and predicting with models using the Sequential API, validating your models and including regularisation, implementing callbacks, and saving and loading models. You will put concepts that you learn about into practice straight away in practical, hands-on coding tutorials, which you will be guided through by a graduate teaching assistant. In addition there is a series of automatically graded programming assignments for you to consolidate your skills. At the end of the course, you will bring many of the concepts together in a Capstone Project, where you will develop an image classifier deep learning model from scratch. Tensorflow is an open source machine library, and is one of the most widely used frameworks for deep learning. The release of Tensorflow 2 marks a step change in the product development, with a central focus on ease of use for all users, from beginner to advanced level. This course is intended for both users who are completely new to Tensorflow, as well as users with experience in Tensorflow 1.x. The prerequisite knowledge required in order to be successful in this course is proficiency in the python programming language, (this course uses python 3), knowledge of general machine learning concepts (such as overfitting/underfitting, supervised learning tasks, validation, regularisation and model selection), and a working knowledge of the field of deep learning, including typical model architectures (MLP/feedforward and convolutional neural networks), activation functions, output layers, and optimisation....

人気のレビュー

MM

2021年1月24日

I already knew the subject, so I was able to go fast, but I really loved the completeness of this course, the approach, the tests, and the capstone project. Basically everything. Very good indeed!

AJ

2020年9月9日

Excellent course with thorough practical exercises and most of all I love Kevin Webster teaching style.. Definitely a go to course for anyone who has some basic Deep Learning knowlegde.

フィルター:

Getting started with TensorFlow 2: 151 - 157 / 157 レビュー

by Daniel J

2020年8月19日

Decent overview of the TensorFlow API but does get a little boring after a while. Would be nice to have some discussion of how to design models using the lecture content.

by brunocontreras

2021年7月15日

R​eally good practical course on image analysis with TF. Make sure you know the basics ahead as the main concepts are not explained, just put into practice.

by Evan

2022年1月6日

Nice course, the lecturers taught in a very intuitative way. However the Discussion forum is dead, no support from team

by Harish G

2020年9月1日

Very nicely designed hands on learning course, suggested for all machine learning and tensor flow starters

by Dziem N

2020年6月22日

The programming examples are very helpful. Thank you...

by Ahasanul B H

2020年7月13日

Superb Introduction to Tensorflow

by Alex W

2022年5月19日

S​omething seemed off with the course, there was a quiz that covered information I'd never seen in the videos. They breezed right through very important foundational concepts, assuming you already knew about them.