AI Courses by edX
Browse AI Courses by edX:
edX
CS50's Introduction to Artificial Intelligence with Python (Harvard)
This course covers the fundamental concepts and algorithms that underpin modern artificial intelligence, focusing on technologies such as game-playing engines, handwriting recognition, and machine translation. Students will engage in hands-on projects to learn about graph search algorithms, classification, optimization, machine learning, and large language models while applying these concepts in Python. By the end of the course, participants will have practical experience with machine learning libraries and a solid understanding of AI principles, enabling them to create their own intelligent systems.
Computer Science for Artificial Intelligence Professional Certificate (Harvard)
This professional certificate series offers a comprehensive introduction to computer science and programming, focusing on key areas such as graph search algorithms, reinforcement learning, and machine learning. By combining CS50’s Introduction to Computer Science with a deep dive into artificial intelligence concepts using Python, students will engage in hands-on projects that build expertise in designing intelligent systems. By the end of the course, participants will have practical experience with machine learning libraries and a solid understanding of AI principles, preparing them for careers in this rapidly growing field.
Artificial Intelligence (AI) (Columbia University)
This course offers a comprehensive introduction to Artificial Intelligence (AI) and its applications in solving complex real-world problems, such as self-driving cars and tumor detection. You will explore the history of AI, intelligent agents, search techniques, game playing, and machine learning algorithms, while gaining hands-on experience by building a basic search agent and creating a game. Additionally, the course covers applications of AI in areas like Natural Language Processing and Robotics, with practical programming exercises in Python.
Fundamentals of Google AI for Web-Based Machine Learning (Google)
This program provides a comprehensive introduction to Artificial Intelligence (AI) and Machine Learning (ML), covering key concepts such as the relationship between data, ML, and AI, and the practical applications of these technologies. Participants will learn the fundamentals of AI, programming with TensorFlow.js, and how to develop web applications that utilize machine learning for tasks like image recognition and natural language processing. By the end, learners will have hands-on experience with pre-made models and the skills to create custom models, preparing them for roles in Web Machine Learning Engineering.
AI in Practice (Delft University of Technology)
This program explores the benefits and implications of implementing AI in organizations, covering context, challenges, research approaches, and outcomes. Participants will learn to identify improvement strategies for AI integration in industry, academia, and education, while also understanding compliance and ethical considerations. The curriculum includes practical tools and case studies from various organizations, developed by Delft University of Technology and ICAI, to help learners create actionable AI application plans tailored to their own contexts.
Foundations of AI (IBM)
In just 9 weeks, this IBM Professional Certificate program equips you with essential AI skills, covering concepts like machine learning, deep learning, and generative AI applications. You’ll gain hands-on experience with tools such as ChatGPT and Copilot, learn effective prompt engineering techniques, and explore real-world AI use cases. This program is designed for professionals and students alike, providing practical knowledge to confidently apply AI in your work. Enroll today to begin your AI journey.