YoVDO

TensorFlow for NLP: Text Embedding and Classification

Offered By: Coursera Project Network via Coursera

Tags

TensorFlow Courses Deep Learning Courses Natural Language Processing (NLP) Courses Neural Networks Courses Text Classification Courses Text Embedding Courses

Course Description

Overview

This guided project course is part of the "Tensorflow for Natural Language Processing" series, and this series presents material that builds on the third course of DeepLearning.AI TensorFlow Developer Professional Certificate, which will help learners reinforce their skills and build more projects with Tensorflow.

In this 2-hour long project-based course, you will learn the fundamentals of Text Embedding and Text Classification, and you will learn practically how to use text embeddings for a classification task in the real world and create, train, and test a neural network with Tensorflow using texts, and you will get a bonus deep learning exercise implemented with Tensorflow. By the end of this project, you will have learned text embedding and created a neural network with TensorFlow on text classification.

This class is for learners who want to learn how to work with natural language processing and use Python for building neural networks with TensorFlow, and for learners who are currently taking a basic deep learning course or have already finished a deep learning course and are searching for a practical deep learning project with TensorFlow. Also, this project provides learners with further knowledge about creating and training text classification models and improves their skills in Tensorflow which helps them in fulfilling their career goals by adding this project to their portfolios.

Taught by

Mo Rebaie

Related Courses

Natural Language Processing
Columbia University via Coursera
Natural Language Processing
Stanford University via Coursera
Introduction to Natural Language Processing
University of Michigan via Coursera
moocTLH: Nuevos retos en las tecnologĂ­as del lenguaje humano
Universidad de Alicante via MirĂ­adax
Natural Language Processing
Indian Institute of Technology, Kharagpur via Swayam