Modern Robotics: Mechanics, Planning, and Control Specialization

Mathematics for ML & Data Science Specialization

Master the AI and machine learning toolkit. Mathematics for Machine Learning and Data Science is a Specialization that is accessible to beginners. In this program, you will acquire the basic mathematics tools of machine learning, including calculus, linear algebra, statistics, and probability.

AI for Good Specialization

Comprehend the function of AI in resolving intricate problems. Develop the ability to combine human and machine intellect to make a positive real-world impact through the use of AI.

Exploratory Data Analysis for ML

Gain practical experience in AI and Machine Learning for business, focusing on data extraction, feature engineering, outlier management, and feature scaling for aspiring data scientists with foundational math and Python skills.

ML with ChatGPT: Image Classification Model

Explore the differences between ML in Finance and Technology, evaluation methods for regression and classification models, Reinforcement Learning for stock trading, and modeling techniques for market frictions and feedback in option trading.

Gen AI: Fraud Detection Analytics

Exploration of ethical dilemmas in Fraud Detection and email spam classification models, alongside Generative AI collaboration.