Recurrent Neural Networks (RNNs) for Language Modeling with Keras

via DataCamp

DataCamp

47 Courses


course image

Overview

Unlock the power of text analytics with our specialized course on Recurrent Neural Networks (RNNs) for Language Modeling using Keras. This comprehensive course is designed to guide you through the fascinating world of RNNs, enabling you to harness machine learning for text classification, sentiment analysis, sentence generation, and even cross-language translation. Delve into the mechanics of how computers can interpret and process textual data, a skill increasingly in demand given the surge in text data availability.

Throughout this course, offered by DataCamp, you'll gain hands-on experience in applying RNNs to real-world challenges. Learn to classify text as either binary or multiclass, craft sentences in the style of Sheldon from The Big Bang Theory, and translate Portuguese sentences to English with high accuracy. This course is your gateway to mastering Language Models with the powerful combination of Keras and Python, making it a perfect fit for enthusiasts and professionals alike interested in Python programming, Natural Language Processing (NLP), and Recurrent Neural Networks (RNN).

Whether you're looking to break into the field of machine learning or aiming to expand your skills in text analytics, this course equips you with the knowledge and tools necessary to stand out. Are you ready to embark on your journey to becoming proficient in Language Modeling? The world of text analytics awaits you!

Syllabus


Taught by

David Cecchini


Tags

provider DataCamp

DataCamp

47 Courses


DataCamp

pricing Free Trial Available
language English
duration 4 hours
sessions On-Demand