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Transfer Learning for NLP with TensorFlow Hub

This is a hands-on project on transfer learning for natural language processing with TensorFlow and TF Hub. By the time you complete this project, you will be able to use pre-trained NLP text embedding models from TensorFlow Hub, perform transfer learning to fine-tune models on real-world data, build and evaluate multiple models for text classification with TensorFlow, and visualize model performance metrics with Tensorboard. Prerequisites: In order to successfully complete this project, you should be competent in the Python programming language, be familiar with deep learning for Natural Language Processing (NLP), and have trained models with TensorFlow or and its Keras API. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

状态:Deep Learning
状态:Software Visualization
中级指导项目小时

精选评论

RM

5.0评论日期:Aug 8, 2021

Highly recommended for those who want to gain upper hand in NLP tasks through modern transfer learning techniques

JB

4.0评论日期:Sep 30, 2020

Nice project ... Make a tutorial for neural style transfer with different type of GAN...

AQ

5.0评论日期:Nov 20, 2021

This is an amazing tutorial for me as I am learning technologies of AI in various techniques. Found this very helpful and clear instruction given by the tutor.

DM

5.0评论日期:Apr 6, 2021

The explanation was really good, and now, I find it so simple to use TF Hub. Thanks a lot!

SJ

5.0评论日期:Jul 24, 2021

This is definitely a good project for TensorFlow tech learning. The instructor was very inspired.

ZL

5.0评论日期:Jul 4, 2022

Great project on NLP and the use of transfer learning via Tensorflow Hub. The project was well explained, step by step. The fact that the results are displayed on TensorBoard is a real plus !

WB

5.0评论日期:Feb 22, 2022

I was very happy to learn and did build my confidance to implement other projects

DS

5.0评论日期:Jun 27, 2021

Amazing short-time project gives a glimpse of idea about transfer learning using tensor flow hub

TM

5.0评论日期:Jun 10, 2021

The project is very detailed and hands on and afforded me the platform to grasp transfer learning in NLP.

PS

5.0评论日期:Jul 27, 2021

Nice project with indepth learning for NLP using Tensorflow .

所有审阅

显示:20/27

Jorge García
3.0
评论日期:Feb 25, 2021
Zakaria Laabsi
5.0
评论日期:Jul 5, 2022
Icaro Bombonato
5.0
评论日期:Jan 25, 2021
Akmal Quamri
5.0
评论日期:Nov 21, 2021
Rohan Mukherjee
5.0
评论日期:Aug 9, 2021
Thokozile Manaka
5.0
评论日期:Jun 11, 2021
Sihuan Jing
5.0
评论日期:Jul 24, 2021
devendra sanwariya
5.0
评论日期:Jun 27, 2021
Debolina Mahapatra
5.0
评论日期:Apr 7, 2021
Willium Black
5.0
评论日期:Feb 22, 2022
Pratik Shah
5.0
评论日期:Jul 28, 2021
Kenneth Nicholaus
5.0
评论日期:Jul 18, 2022
Ahmad Alfaruq
5.0
评论日期:Mar 31, 2023
Amanda Judy Andrade
5.0
评论日期:Apr 16, 2021
Irshad Ahmad Khan
5.0
评论日期:Mar 14, 2025
Libero Prentzas
5.0
评论日期:Sep 7, 2025
daniel sac
5.0
评论日期:Mar 17, 2021
Poonam Patra
5.0
评论日期:Dec 3, 2024
Pris A.
5.0
评论日期:Nov 27, 2021
Muhammad Nadeem
5.0
评论日期:Jul 22, 2022