This hands-on course guides learners through the complete lifecycle of predictive modeling, using a real-world banking use case to forecast term deposit subscriptions. Learners will begin by defining a business problem, analyzing and interpreting raw data through Exploratory Data Analysis (EDA), and applying data preparation techniques such as imputation and variable selection. … [Read more...] about Predictive Models: Build, Explore Data & Deploy
Data Science
Advanced Data Science Techniques (with AWS Integration)
Learn advanced machine learning techniques and cloud deployment in this comprehensive course designed for data professionals. Through hands-on projects, you'll learn to build, evaluate, and deploy sophisticated machine learning models using AWS services, while leveraging AI tools to enhance your workflow. This course is perfect for data analysts and scientists ready to … [Read more...] about Advanced Data Science Techniques (with AWS Integration)
Introduction to Transformer Models for NLP: Unit 3
This course covers transformer models and their applications in natural language processing and computer vision. Topics include the T5 model, fine-tuning for tasks such as abstractive summarization, and the Vision Transformer. Students will learn to build an image captioning system by combining vision and language models. The course also provides practical instruction on … [Read more...] about Introduction to Transformer Models for NLP: Unit 3
Customer Segmentation with K-Means: Model & Visualize
This practical course equips learners with the analytical skills to explore, model, and visualize customer shopping behavior using Python and K-Means clustering. Through structured modules, learners will prepare real-world customer data, construct meaningful visualizations, analyze variable relationships, and evaluate clustering outcomes to derive actionable business insights. … [Read more...] about Customer Segmentation with K-Means: Model & Visualize
Generative AI for Developers: All you need to know!
Gain in-demand skills to streamline your software development workflow. Learn to use tools like ChatGPT and GitHub Copilot for prompt engineering, Python development, and building web applications and APIs through hands-on projects. By the end of the course, you’ll be able to apply generative AI to improve productivity, code quality, and problem-solving. … [Read more...] about Generative AI for Developers: All you need to know!
