This course will guide you through building and evaluating recommender systems using Python. You’ll start with the basics of recommender systems and Python programming, progressing through techniques like content-based filtering, collaborative filtering, and matrix factorization. By the end of the course, you'll have the skills to create real-world recommender systems and … [Read more...] about Building Recommender Systems with Machine Learning and AI
Data Science
Generative AI for Data Visualization and Data Storytelling
In today’s data-driven world, harnessing the power of Generative AI to create impactful data visualizations is essential for effective communication and decision-making. This course focuses on utilizing cutting-edge AI tools to transform raw data into dynamic, insightful visual artifacts, enhancing your ability to convey complex information clearly and compellingly. Designed … [Read more...] about Generative AI for Data Visualization and Data Storytelling
GenAI for Data Analysis : OpenAI Assistant API
In this 2-hour long project-based course, you will learn how to create an AI Assistant using the OpenAI API. In this project, You have been contacted by ToyTrends, an online retail store, to develop an advanced AI assistant capable of conducting insightful data analysis on their sales data. ToyTrends has supplied you with a JSON dataset containing sales records, and your role … [Read more...] about GenAI for Data Analysis : OpenAI Assistant API
Configuring Vector Search in Cloud SQL for PostgreSQL
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn the fundamentals of configuring vector search in Cloud SQL for PostgreSQL. … [Read more...] about Configuring Vector Search in Cloud SQL for PostgreSQL
Applied Machine Learning with Python
This course provides an in-depth, hands-on introduction to machine learning using Python. You'll explore core concepts and methods, diving into supervised, unsupervised, and semi-supervised learning. Through practical exercises and examples, you'll master key algorithms including decision trees and random forests for classification, regression for predictive modeling, and … [Read more...] about Applied Machine Learning with Python
