Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

University of Pennsylvania
Skills you'll gain: Team Performance Management, Systems Thinking, Cognitive flexibility, Team Building, Knowledge Transfer, Innovation, Organizational Development, Organizational Effectiveness, Creative Thinking, Problem Solving, Adaptability, Decision Making, Culture
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Image Analysis, Computer Vision, Data Processing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing
Intermediate · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Language Learning, Intercultural Competence, Oral Comprehension, Grammar, Cultural Diversity, Vocabulary, Higher Education, Oral Expression, Verbal Communication Skills, Formal Learning, Writing
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Time Management, Scheduling, Strategic Prioritization, Productivity Software, Professionalism, Planning, Overcoming Obstacles, Communication Strategies, Crisis Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Transformation, Power BI, Data Manipulation, Data Cleansing, Dashboard, Data Visualization, Data Import/Export, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Modeling, Microsoft Power Platform
Beginner · Guided Project · Less Than 2 Hours

Stanford University
Skills you'll gain: Generative AI, Workforce Development, OpenAI, Employee Training, Socioeconomics, Digital Transformation, AI Product Strategy, Emerging Technologies, Artificial Intelligence, Responsible AI, Economics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Animations, ChatGPT, Video Production, Generative AI, Education Software and Technology, Content Creation, AI Personalization, Prompt Engineering, Blogs, Scripting, Augmented and Virtual Reality (AR/VR), Media Production, Persona Development
Mixed · Course · 1 - 4 Weeks

University of Copenhagen
Skills you'll gain: Sustainable Development, Environmental Science, Environmental Policy, Research, Environmental Social And Corporate Governance (ESG), Systems Thinking, Climate Change Mitigation, Policy Analysis, Economics, Governance
Beginner · Course · 1 - 4 Weeks

Universidades Anáhuac
Skills you'll gain: Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Tensorflow, Image Analysis, Computer Vision, Machine Learning Methods, Natural Language Processing, Artificial Intelligence, Python Programming
Beginner · Course · 1 - 4 Weeks

Michigan State University
Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review
Beginner · Course · 3 - 6 Months

Skills you'll gain: Virtual Machines, Microsoft Azure, Infrastructure As A Service (IaaS), Cloud Infrastructure, Cloud Computing, Network Security, Web Servers, Network Administration, Remote Access Systems
Beginner · Guided Project · Less Than 2 Hours