Supervised Machine Learning: Regression and Classification

Andrew Ng is the Founder of DeepLearning.AI, a General Partner at AI Fund, and the Chairman and Co-Founder of Coursera, where he also serves as an Adjunct Professor at Stanford University. Renowned for his groundbreaking contributions to machine learning and online education, Dr. Ng has transformed countless lives through his work in AI, having authored or co-authored over 100 research papers in machine learning, robotics, and related fields. His notable past roles include serving as chief scientist at Baidu and leading the founding team of Google Brain. Currently, Dr. Ng focuses on his entrepreneurial ventures, seeking innovative ways to promote responsible AI practices across the global economy.

Geoff Ladwig began his career as a Deep Learning student and later became a mentor for the Deep Learning Specialization. He has served as a consultant for the Natural Language Processing Specialization and currently holds the position of Curriculum Engineer for the Machine Learning Specialization at DeepLearning.AI. With extensive experience as an ASIC, hardware, and system engineer/architect in the communications and computer industries, Geoff combines his technical expertise with a passion for education in machine learning.

Aarti Bagul is a talented machine learning engineer currently working at Snorkel AI, where she applies her expertise to advance the field of artificial intelligence. Prior to her role at Snorkel, she collaborated closely with renowned AI expert Andrew Ng, contributing to the development and investment in machine learning startups through the AI Fund. Aarti has also served as a machine learning engineer at Landing AI and was the head teaching assistant for Dr. Ng's deep learning course at Stanford University, where she played a pivotal role in shaping the educational experience of aspiring data scientists. She holds a Master’s degree in Computer Science from Stanford University and a Bachelor’s degree in Computer Science and Computer Engineering from New York University, graduating with the highest honors. Aarti’s strong academic background and practical experience position her as a significant contributor to the evolving landscape of machine learning and AI technologies.

Eddy Shyu is a prominent AI Product Manager at Cisco, with a notable background in curriculum development as the former Curriculum Product Manager at DeepLearning.AI. He has played a crucial role in creating approximately 40 online courses focused on artificial intelligence, which have reached over 2 million learners across platforms such as Coursera, DeepLearning.AI, Udacity, and Cisco Networking Academy. Eddy's expertise extends to designing educational content that simplifies complex AI concepts for diverse audiences, ensuring accessibility and engagement in learning. His work includes leading the creation of Andrew Ng’s Machine Learning Specialization, which has become a foundational resource for aspiring AI professionals. With a passion for education and innovation, Eddy continues to shape the future of AI learning and product management, empowering individuals to leverage artificial intelligence effectively in their careers.