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Avis et commentaires pour d'étudiants pour Customising your models with TensorFlow 2 par Imperial College London

4.8
étoiles
132 évaluations
51 avis

À propos du cours

Welcome to this course on Customising your models with TensorFlow 2! In this course you will deepen your knowledge and skills with TensorFlow, in order to develop fully customised deep learning models and workflows for any application. You will use lower level APIs in TensorFlow to develop complex model architectures, fully customised layers, and a flexible data workflow. You will also expand your knowledge of the TensorFlow APIs to include sequence 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 a custom neural translation 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 follows on directly from the previous course Getting Started with TensorFlow 2. The additional 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, CNN, RNN, ResNet), and concepts such as transfer learning, data augmentation and word embeddings....

Meilleurs avis

DN
4 août 2020

The lectures are clear and the coding assignments are very relevant and practical. The final project is complex but it is very rewarding once you complete it.

DT
23 nov. 2020

I learned a lot from this course, thanks for providing this wonderful course. Can't wait to complete the last one, Probability with Tensorflow 2.

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26 - 50 sur 53 Avis pour Customising your models with TensorFlow 2

par Fabio K

29 déc. 2020

Excellent. This course is an extension of the 'Getting started with TensorFlow 2'. Highly recommended.

par Ehud A

24 janv. 2022

Great course, really helped me getting a much more insightful view to an important package.

par James S

25 nov. 2020

Excellent Course. I had to go through the lectures one more time to complete the project.

par Wong H S

2 nov. 2020

Awesome content! The practical knowledge does help me in my FYP research, thanks a lot.

par fan c

28 mars 2021

Very good! Fully learn the TF Framework customization skills to release creativity.

par Anwar R

9 janv. 2022

Great follow up for the first course by going deeper to Tensorf Flow 2.0

par Goh K L

3 janv. 2022

Good course to build on the foundational knowledge of the first course.

par Rajendra A

16 juil. 2021

Excellent course materials, videos, lab sessions and capstone project.

par Chanseok K

15 déc. 2020

Great lecture for enhancing your tensorflow implementation

par Renato K (

23 déc. 2020

Really good course!!! :) Thanks for your support!!!

par Fernando S

14 déc. 2020

Awesome course, the best tensorflow advanced course

par Hazem A

24 déc. 2020

Great Course .. one of the best in TF practices ..

par Gustavo X A M

22 févr. 2021

Great experience, excellent material....

par Ragul N

11 janv. 2021

Assignments were challenging but doable.

par Meng O L

24 févr. 2021

Excellent! Good learning material

par Jeffrey B

27 janv. 2021

Great course, I learned a lot!

par Jac G

25 mai 2021

Dr. Kevin Webster thank you.

par Javier G

15 sept. 2021

A challenging course!!

par Ho P D

30 juin 2021

Nice and comprehensive

par Aleksander M

26 oct. 2020

Amazing course!

par Marios K

20 nov. 2020

Nice course :)

par Nguyen B L

23 avr. 2021

Great course

par Diego A A R

8 avr. 2021

Very usefull

par Natthakorn K

10 sept. 2021

Great!

par Rob S

22 oct. 2020

Interesting course. However, I didn't find the videos as clear as Course 1.