This course starts with the theoretical concepts and fundamental knowledge of recommender systems, covering essential taxonomies. You'll learn to use Python to evaluate datasets based on user ratings, choices, genres, and release years. Practical approaches will help you build content-based and collaborative filtering techniques. As you progress, you'll cover necessary … [Read more...] about Recommender Systems with Machine Learning
Data Science
Introduction to NLP and Syntactic Processing
Begin your journey into Natural Language Processing (NLP) with an introduction to text data and encoding techniques, delving into the intricacies of regular expressions through extensive practice and use cases. Progress to lexical processing, learning to handle stopwords, split words, and implement bag-of-words and Tf-IDF models, applying these techniques to tasks like spam … [Read more...] about Introduction to NLP and Syntactic Processing
Make Apps with ChatGPT and Generative AI
ChatGPT is a language generation model developed by OpenAI, with its latest version, Davinci, powering the ChatGPT program. This course aims to teach how to build applications and solutions using ChatGPT by understanding OpenAI and ChatGPT APIs. Students will learn to create serverless functions that handle ChatGPT prompts and responses, integrating these into various … [Read more...] about Make Apps with ChatGPT and Generative AI
Advanced Data Analysis with ChatGPT
Have you ever wondered how AI can transform raw data into actionable insights? This short course was designed to help data scientists and professionals harness the power of ChatGPT for advanced data analysis. By completing this course, you'll learn how to apply the advanced features of Chat GPT to extract insights and generate comprehensive reports from complex data sets, … [Read more...] about Advanced Data Analysis with ChatGPT
GenerativeAI for Customer Success
Did you know that companies using Generative AI in customer success see a significant improvement in customer satisfaction and operational efficiency? Discover how you can leverage this technology to transform your customer success strategies. This short course empowers customer success professionals and managers to enhance their strategies using Generative AI (GenAI) … [Read more...] about GenerativeAI for Customer Success
