Welcome to the third workshop in DL series! In this workshop we will introduce Language Processing using RNN with Tensorflow! Together we will explore the world of text analysis and language processing for AI applications.
Aug 30, 2021, 2:00 – 4:00 PM
About this event
In collaboration with IBM, GDG Sharjah is glad to invite you to a Deep Learning workshop series! This new advanced level series for audiences interested to specialize in Machine Learning and Deep Learning.
In this workshop we will introduce Language Processing using RNN with Tensorflow! Together we will explore the world of text analysis and language processing for AI applications.
🌟 Workshop Overview🌟
Language modeling is the task of assigning probabilities to sequences of words and is one of the most important tasks in natural language processing. Given the context of one word or a sequence of words in the language that the language model was trained on, the model should provide the next most probable words or sequence of words that follow from the given sequence of words in the sentence.
In this third workshop of the Your Path to Deep Learning series, we will learn how to perform language modeling on the Penn Treebank data set by creating a Recurrent Neural Network using long short-term memory (LSTM) units in a Jupyter notebook.
🎓 What will you learn?🎓
Deep learning frameworks & architectures
Compare deep learning architectures
Implementing a Recurrent Neural Network with LSTM
Natural Language Processing with Deep Learning
👩💻Who Should Attend?👩💻
Developers interested in building deep learning models using Python
Developers interested in Natural Language Processing
Deep learning & machine learning enthusiasts
Developers discovering deep learning algorithms
Developers building use cases around deep learning
All Developers interested in analytics and data science are welcome to attend the webinar
You must have some background in programming. Python is preferred.