In this 2-hour long guided project, we will use Keras Tuner to find optimal hyperparamters for a Keras model. Keras Tuner is an open source package for Keras which can help machine learning practitioners automate Hyperparameter tuning tasks for their Keras models. The concepts learned in this project will apply across a variety of model architectures and problem scenarios. … [Read more...] about Hyperparameter Tuning with Keras Tuner
Data Science
Generative Pre-trained Transformers (GPT)
Large language models such as GPT-3.5, which powers ChatGPT, are changing how humans interact with computers and how computers can process text. This course will introduce the fundamental ideas of natural language processing and language modelling that underpin these large language models. We will explore the basics of how language models work, and the specifics of how newer … [Read more...] about Generative Pre-trained Transformers (GPT)
Generative AI: Governance, Policy, and Emerging Regulation
In “Generative AI: Governance, Policy, and Emerging Regulation,” you’ll discuss governance considerations for generative artificial intelligence (AI) systems deployed in an organization and explore data management practices, transparency methods, risk and impact assessments, and management approaches that ensure generative AI is developed and deployed responsibly. The course … [Read more...] about Generative AI: Governance, Policy, and Emerging Regulation
Data Visualization & Storytelling in Python
Hello everyone and welcome to this new hands-on project on data visualization and storytelling in python. In this project, we will leverage 3 powerful libraries known as Seaborn, Matplotlib and Plotly to visualize data in an interactive way. This project is practical and directly applicable to many industries. You can add this project to your portfolio of projects which is … [Read more...] about Data Visualization & Storytelling in Python
Successful AI Strategies: A CEO’s Perspective
This course equips business leaders with essential knowledge to strategically integrate Artificial Intelligence (AI) into their organizations. It emphasizes defining success, setting clear objectives, and translating vision into reality for effective AI implementation. Structured around three foundational equations, participants learn: 1. Objective + Vision = AI Adoption … [Read more...] about Successful AI Strategies: A CEO’s Perspective
