While Deep Learning is a subset of Machine Learning, the prediction methodology in deep learning is different and works like how a human brain uses neural pathways to process information & learn from it. In this workshop, we will learn about the building blocks of deep learning, neural networks, and how they work. We'll start with Logistic Regression - a simple and basic neural network classification algorithm, having just a one-layer neural network.
In this first workshop of the Your Path to Deep Learning series, we will teach you how to use Natural Language Processing to classify user reviews from the IMDB Dataset. Developers can leverage user reviews for a given product or service from social media sites and customer reviews, and use Deep Learning models & identify patterns to predict sentiments, or other statistics to be used for business decisions. In this workshop, the user reviews will be classified using Logistic Regression to predict whether the review is positive or negative.
🎓 What will you learn?
Introduction to Simple Neural Networks like Logistic Regression
Natural language processing and text classification
Analyze user sentiment from their reviews
👩💻 Who Should Attend?
Developers interested in building deep learning models using Python
Deep learning & machine learning enthusiasts
Developers discovering deep learning algorithms
Developers building use cases around deep learning
Natural Language Processing Enthusiasts
You must have some background in programming. Python is preferred.
You must understand the basics of Machine Learning. You can watch this webinar as a refresher: https://www.crowdcast.io/e/path-to-ai1
Log in to your existing account or Sign up for a free account IBM Cloud at https://ibm.biz/YourPathToDeepLearning
Qamar un Nisa, Lead Developer Advocate @ IBM (https://www.linkedin.com/in/qamarnisa/)
Naiyarah Hussain, Lead Developer Advocate @ IBM (https://www.linkedin.com/in/naiyarah/)
University of Sharjah