AI & Machine Learning courses

This course supports those seeking personal or professional development and growth in the field of AI in the business environment. By examining the implications of artificial intelligence on business practices, organizational leadership, and personal…

Build the Knowledge to Understand and Apply AI in Healthcare Artificial intelligence (AI) is revolutionizing healthcare by improving how we diagnose diseases and manage patient care. This course, "Introduction to AI in Healthcare," is designed for healthcare…

Build Intelligent Applications with ML.NET and Azure AI Artificial intelligence is changing how software is built, and now you can be part of this transformation. In this course, you will learn how to bring machine learning into your .NET applications using…

Build Real AI-Powered Workflows, Chatbots, and Automations — No Guesswork, Just Hands-On Skills Generative AI is transforming how businesses communicate, operate, and scale — and professionals who can build with it are in high demand. The Applied Generative…

Build Practical Expertise in Modern Neural Network Development with TensorFlow and PyTorch Deep learning is at the core of today’s most advanced artificial intelligence systems, powering applications such as image recognition, natural language processing, and…

Explore How Quantum Computing Enhances AI and ML Quantum Machine Learning (QML) combines the power of quantum computing with artificial intelligence to solve complex problems more efficiently than classical methods alone. This course provides an intuitive…

Build The Statistical Foundation Behind Neural Networks and Generative AI Deep learning is often described as statistical learning, where models are built by finding the best approximation from large datasets. Modern AI systems such as face recognition, image…

Build Scalable, AI-Ready Data Platforms Cloud Data Architecture is the strategic design of data systems in the cloud that transform raw data into meaningful, actionable insights. This course provides a comprehensive foundation in building modern, cloud-native…

Unleash the Power of Embedded Machine Learning: Empowering Devices with Intelligent Insights This exciting and fast-paced course is designed to give you practical hands-on understanding of the principles and practices involved in deploying machine learning…

MIT xPRO's Generative AI Playbook: Tools, Real-World Applications, and Governance course delves into the transformative world of AI & Machine Learning. This professional program equips learners with cutting-edge tools, practical implementation strategies, and…

MIT xPRO's Deploying AI for Strategic Impact course, part of the AI & Machine Learning category, equips professionals with the knowledge to integrate AI technologies into business strategies effectively. Developed in collaboration with MIT Computer Science…

Offered by MIT xPRO, this course on Machine Learning, Modeling, and Simulation Principles delves into the computational tools essential for engineering problem-solving in the AI era. As part of the AI & Machine Learning category, it equips professionals with…

Demystify machine learning through computational engineering principles and applications in this two-course program from MIT. Machine Learning, Modeling, and Simulation Principles Applying Machine Learning to Engineering and Science View Program

This course introduces topics on visualization techniques and AI Machine learning tools that are necessary to facilitate the decision-making process to improve healthcare outcomes and support strategic and operational decisions. Students review data basic…

This course introduces concepts and topics essential to Machine Learning and AI. Topics covered include predictive analytics algorithms, artificial neural networks, data analysis, and data mining. The design, architecture, and applications of networks for…

How data is managed and leveraged is changing due to the use of cloud services, which allows businesses to meet their needs faster when in-house operations run into scalability issues due to large amounts of data. In this course, students will learn how cloud…

Gain fluency in both Text Analytics and Natural Language Processing (NLP) through practical exercises and real-life data sets. This course will cover foundational NLP techniques and applications of text classification, language modeling, speech recognition,…

MIT xPRO's Certificate Program in AI Product Design and Robotics Applications offers an in-depth exploration of AI & Machine Learning, equipping participants with the skills to design and implement innovative AI-driven solutions. This program combines…

MIT xPRO's Designing and Building AI Products and Services course delves into the intricacies of AI & Machine Learning, offering professionals a robust framework to understand and implement AI-based solutions effectively. Participants will gain hands-on…

MIT xPRO's Executive Certificate in AI Strategy and Product Innovation offers an in-depth exploration of AI & Machine Learning, equipping professionals with the strategic insights and innovative methodologies needed to drive transformative change in their…

MIT xPRO's AI for Senior Executives course equips high-level leaders with essential knowledge in AI & Machine Learning. This program delves into strategic AI applications, including designing AI-driven products and understanding how AI transforms modern…

In this course, students will be introduced to Artificial Intelligence (AI) and Large Language Models (LLMs) as a technical solution for optimizing business efficiency. Designed to focus on real-world conditions, the course examines a variety of common…

MIT xPRO's course on Applying Machine Learning to Engineering and Science delves into the transformative role of AI & Machine Learning in modern technical fields. This advanced program equips professionals with practical methodologies to implement…

MIT xPRO presents 'A New Imperative for AI Governance and Ethics: Winning the AI Race Without Losing Control', a dynamic 90-minute workshop led by MIT Sloan faculty. This essential AI & Machine Learning session addresses the critical governance gap leaders…

Offered by MIT xPRO, the course "AI and Deep Learning: Neural Network Applications" delves into the foundational concepts and advanced techniques within the field of AI & Machine Learning. Participants will gain hands-on experience building neural networks…

MIT xPRO's course on RAG and Context Engineering: Designing and Building Production-Grade AI Systems delves into advanced AI & Machine Learning techniques, equipping professionals with the skills to design robust, production-ready systems. Participants will…