TensorFlow and Keras for Deep Learning

Category: AI/ML (Artificial Intelligence & Machine Learning)

Learn neural networks and backpropagation while creating deep learning models that can perform image classification, natural language processing and more using TensorFlow and Keras.

Generative AI: Building GPT Models

Category: AI/ML (Artificial Intelligence & Machine Learning)

Explore the power of generative AI using GPT models (you will create a text generator, chatbot and creative applications of AI that apply in real life).

AI & ML Introduction

Category: AI/ML (Artificial Intelligence & Machine Learning)

A course on AI that covers the basics of AI, including types of machine learning and real-world examples such as recommendation engines, image recognition, and natural language processing.

Machine Learning Using Python and TensorFlow

Category: AI/ML (Artificial Intelligence & Machine Learning)

In this course, you learn how to build, train, and deploy machine learning models using Python and Tensorflow. You will cover supervised machine learning and unsupervised machine learning, data collection and processing to get ready for model training, and how to evaluate your model.

Natural Language Processing (NLP) Using Python

Category: AI/ML (Artificial Intelligence & Machine Learning)

Unravel and demonstrate various Natural Language Processing (NLP) techniques (for example, tokenisation, stemming, named entity recognition, and transformers) using Python to analyse and process text.