AI & Machine Learning courses

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 AI Accelerator course delves into the cutting-edge field of AI & Machine Learning, equipping students with foundational knowledge and advanced techniques. Participants will gain hands-on experience,…

The AI Fellowship with Publication & Showcase, offered by UC San Diego Division of Extended Studies, is designed for aspiring professionals in the field of AI & Machine Learning. This immersive program equips participants with advanced research methodologies,…

The AI Scholars program at UC San Diego Division of Extended Studies offers an in-depth exploration of AI & Machine Learning, designed to equip students with foundational knowledge and cutting-edge skills. This comprehensive course covers key concepts,…

Explore the transformative intersection of artificial intelligence and finance with the "Deep Dive: AI + Finance" course offered by UC San Diego Division of Extended Studies. This comprehensive program delves into the applications of AI & Machine Learning in…

The UC San Diego Division of Extended Studies presents Deep Dive: AI + Medicine, an advanced course in the AI & Machine Learning category. This program offers a rigorous exploration of artificial intelligence applications in healthcare, covering cutting-edge…

The UC San Diego Division of Extended Studies presents Futures: AI on CPU and GPU Platforms for High Schoolers, an immersive course in AI & Machine Learning designed specifically for young learners. This program offers high school students a unique…

Offered by UC San Diego Division of Extended Studies, the course "Futures: Applications and Classes of Deep Neural Networks for High Schoolers" delves into the cutting-edge field of AI & Machine Learning. Designed for high school students, this program…

Offered by UC San Diego Division of Extended Studies, Futures: Custom AI Hardware Platforms for High Schoolers is an immersive course designed to introduce high school students to the rapidly evolving field of AI & Machine Learning. Participants will gain…

The UC San Diego Division of Extended Studies presents 'Machine Learning in a Nutshell,' a foundational course in AI & Machine Learning. Designed for professionals and enthusiasts alike, this program delves into key algorithms, data modeling techniques, and…

The UC San Diego Division of Extended Studies presents Futures: Foundations of Natural Language Processing for High Schoolers, a cutting-edge course in AI & Machine Learning. Designed specifically for high school students, this program offers a rigorous yet…

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…

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,…

The UC San Diego Division of Extended Studies presents Futures: Deep Neural Networks for High Schoolers, a cutting-edge course in AI & Machine Learning designed to introduce high school students to the fundamentals of deep neural networks. Participants will…

The UC San Diego Division of Extended Studies presents Futures: Machine Learning Algorithms for High Schoolers, an immersive course designed to introduce young learners to the transformative field of AI & Machine Learning. Through hands-on projects and expert…

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…

Discover the intricacies of Deep Learning Using TensorFlow with UC San Diego Division of Extended Studies. This AI & Machine Learning course delves into advanced techniques for building neural networks, focusing on image recognition and natural language…

The UC San Diego Division of Extended Studies presents Machine Learning Fundamentals, a foundational course in AI & Machine Learning. Designed for professionals and aspiring practitioners, this program covers essential algorithms, data modeling techniques,…

The Probability and Statistics for Deep Learning course at UC San Diego Division of Extended Studies equips students with essential mathematical foundations for AI & Machine Learning. This rigorous program covers probability distributions, Bayesian inference,…

Discover the transformative potential of artificial intelligence with the Emergent Technologies and Ai course offered by UC San Diego Division of Extended Studies. Designed for professionals and enthusiasts in AI & Machine Learning, this course delves into…

The UC San Diego Division of Extended Studies presents the Applied Machine Learning Intensive: From Python to Deep Neural Networks course, a rigorous program designed for professionals seeking to master AI & Machine Learning. Participants will gain hands-on…

The UC San Diego Division of Extended Studies presents Digital Engineering with AI, a cutting-edge course in the AI & Machine Learning category. This program equips professionals with advanced techniques to integrate artificial intelligence into engineering…

The UC San Diego Division of Extended Studies presents AI in Digital Marketing: Fundamentals and Applications, a cutting-edge course designed to explore the transformative role of AI & Machine Learning in modern marketing strategies. Participants will gain…

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…

Learn AI development with .NET and ML.NET in this hands-on course. Train machine learning models, prepare data, integrate predictions into .NET apps, and explore Azure AI Services including OpenAI, Vision, and Document Intelligence.

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…

Offered by UC San Diego Division of Extended Studies, the "Introduction to Quantum Machine Learning" course delves into the cutting-edge intersection of AI & Machine Learning with quantum computing. Gain hands-on experience using Qiskit and Pennylane to…

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…

Design, Orchestrate, and Deploy Intelligent AI Agents for Real-World Workflows Building Agentic AI Systems is a hands-on, project-driven course that equips you with the skills to design and implement intelligent AI agents capable of reasoning, planning, and…

Design, Build, and Deploy Intelligent AI Solutions Using Python Building Machine Learning Systems with Python is a hands-on, industry-focused course designed to equip you with the practical skills needed to develop intelligent systems. Beginning with core…

Explore the frontier of human-robot interaction with our Humanizing Social Robots course. Unlock the future of human-robot interaction with our Humanizing Social Robots course. This interdisciplinary course explores how robots can be socially designed to…

Understanding How Deep Learning Powers Visual Intelligence Deep learning has transformed computer vision by enabling machines to interpret and understand images and videos with high accuracy. Originally rooted in image processing and supervised learning, deep…

Master the Math Powering Machine Learning and Neural Networks Linear algebra is the foundation of machine learning and artificial intelligence. It provides the mathematical tools used to represent data, build models, and understand how neural networks and…

Turn Human Language Into Intelligent Data-driven Applications Natural Language Processing (NLP) enables machines to understand, interpret, and generate human language. This course provides a comprehensive introduction to NLP, from traditional text processing…

Unlock The Power of AI and ML Without Coding – Empowering You to Shape The Future, Ethically and Innovatively. In this course, you will explore the foundational principles of artificial intelligence (AI) and machine learning (ML) through an accessible and…

Hands-on Training in Building and Deploying Modern Deep Learning Models Deep Neural Networks (DNNs) have transformed artificial intelligence through breakthroughs in image recognition, speech processing, and natural language understanding. These advances…

Responsible AI: Ethical Implications and Societal Impact Dive into the ethical, social, and political dimensions of artificial intelligence (AI) with our Responsible AI course. Explore how AI technologies influence fairness, privacy, bias, democracy, and…

The UC San Diego Division of Extended Studies presents 'Introduction to Deep Learning for Computer Vision,' a foundational course in AI & Machine Learning. Participants will gain hands-on experience building and training neural networks, including CNN models,…

The UC San Diego Division of Extended Studies presents Linear Algebra for Machine Learning, a foundational course in the AI & Machine Learning category. This program delves into essential mathematical concepts such as matrices, vectors, PCA, and gradient…

The UC San Diego Division of Extended Studies offers an in-depth Natural Language Processing course, a cornerstone of AI & Machine Learning. Students will master Python-based techniques, including embeddings, RNNs, LSTMs, and transformers, to build advanced…

The UC San Diego Division of Extended Studies offers a comprehensive Practicum for Deep Neural Networks, designed for professionals seeking expertise in AI & Machine Learning. This hands-on course covers advanced topics such as CNNs, RNNs, and Transformers,…

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.

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…

Be introduced to the most common Machine Learning algorithms used in supervised and unsupervised learning models. Understanding the complexities of model construction, training, and testing is an essential skill for today’s Machine Learning Engineer. High…

Neural Networks are capable of utilizing a wide range of data sets including unstructured data such as text, speech, images, audio and video. Talking products from Apple, Amazon, Microsoft, and Google all use artificial neural networks as do Tesla’s…

Computer Vision (CV) has become one of the hottest research fields, with applications in areas such as automated medical image analysis and self-driving cars. With modern computer vision built on the backbone of deep learning, the tasks associated with…