AI & Machine Learning courses

The UC San Diego Division of Extended Studies presents Futures: Python and Mathematics for Machine Learning for High Schoolers, a dynamic course designed to introduce young learners to the fundamentals of AI & Machine Learning. Through hands-on projects and…

The Embedded Machine Learning course at UC San Diego Division of Extended Studies delves into the cutting-edge field of AI & Machine Learning, focusing on the integration of machine learning algorithms into embedded systems. Designed for professionals and…

The UC San Diego Division of Extended Studies presents 'Intuitive Learning of Quantum Computing,' a cutting-edge course designed to demystify the complexities of quantum computing without requiring advanced mathematics. This AI & Machine Learning offering…

The UC San Diego Division of Extended Studies presents Futures: Advanced NLP Techniques for High Schoolers, a cutting-edge course in AI & Machine Learning. Designed for ambitious high school students, this program delves into advanced natural language…

Offered by UC San Diego Division of Extended Studies, the course "Humanizing Social Robots" delves into the interdisciplinary field of AI & Machine Learning, focusing on the design, ethics, and technology behind social robots. Participants will explore how…

The No-Code AI Toolkit course at UC San Diego Division of Extended Studies offers a practical introduction to AI & Machine Learning, empowering professionals to build, train, and deploy AI models without coding. Designed for real-world applications, this…

Explore the critical principles of Responsible AI: Transparency, Accountability, Explainability, and Privacy with UC San Diego Division of Extended Studies. This course delves into essential aspects of AI & Machine Learning, equipping learners with the…

The UC San Diego Division of Extended Studies presents 'Building Agentic AI Systems,' an advanced course in AI & Machine Learning. This program delves into the development of intelligent agents using cutting-edge tools like CrewAI and LangGraph. Participants…

Gain practical experience in building machine learning systems with Python. Learn AI, deep learning, NLP, and real-world applications to advance your career in data science and artificial intelligence.

The UC San Diego Division of Extended Studies offers a specialized course on Teaching Artificial Intelligence (AI) Literacy for Students, designed to equip educators with the knowledge and tools to integrate AI & Machine Learning concepts into their…

{ "expanded_description": "The UC San Diego Division of Extended Studies presents 'Unlocking The Potential of Artificial Intelligence in Education,' a specialized course within the AI & Machine Learning category. This program delves into transformative…

The UC San Diego Division of Extended Studies presents High School: Introduction to Artificial Intelligence and ChatGPT, a foundational course in AI & Machine Learning. Designed for high school students, this program explores the principles of artificial…

Offered by UC San Diego Division of Extended Studies, the High School: Introduction to Python Programming and Machine Learning course immerses students in the foundational concepts of AI & Machine Learning. Through hands-on projects and expert instruction,…

Offered by UC San Diego Division of Extended Studies, this course on Middle School: Introduction to Python Programming and Machine Learning equips students with foundational skills in AI & Machine Learning. Through hands-on projects, participants will learn…

Offered by UC San Diego Division of Extended Studies, the Introduction to AI Hardware course delves into the foundational concepts and technologies driving AI & Machine Learning. Participants gain insights into hardware architectures and their role in…

Offered by the UC San Diego Division of Extended Studies, "The Business of AI: Strategies for Success in a Tech-driven World" is an immersive event designed for business leaders, entrepreneurs, and technologists. This AI & Machine Learning-focused program…

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…