Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Universidad de los Andes
Skills you'll gain: Scrum (Software Development), Value Propositions, Proposal Development, Sprint Retrospectives, Business Modeling, Video Game Development, Customer Analysis, Agile Methodology, Software Development Methodologies, Agile Software Development, Presentations, Entrepreneurship, Game Design, Target Audience, Sprint Planning, Target Market, Backlogs, Agile Product Development, Agile Project Management, Market Opportunities
Beginner · Course · 1 - 3 Months

Universidad Austral
Skills you'll gain: Oral Comprehension, Oral Expression, Literacy, Language Competency, Childhood Education and Development, Working With Children, Writing, Vocabulary, Child Development, Parent Communication, Family Support, Language Learning, Teaching, Interactive Learning, Instructional Strategies
Beginner · Course · 1 - 4 Weeks
University of Minnesota
Skills you'll gain: Spreadsheet Software, Analysis, Systems Design, Solution Design, Systems Analysis, Model Evaluation, Machine Learning Algorithms, Algorithms
Mixed · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Supply Chain Management, Supply Chain Systems, Supply Chain, Supply Chain Planning, Logistics, Logistics Management, Operations Management, Order Fulfillment, Production Management, Business Technologies, Customer Demand Planning, Demand Planning, Production Process, Personalized Service, Production Planning, Data-Driven Decision-Making, Automation, Digital Transformation, Internet Of Things, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scrum (Software Development), Sprint Retrospectives, Team Building, Sprint Planning, Agile Project Management, Agile Software Development, Scaled Agile Framework, Team Management, Agile Methodology, Team Oriented, Agile Product Development, Backlogs, Project Risk Management, Risk Management, Meeting Facilitation, Continuous Improvement Process, Product Management, Stakeholder Engagement, Discussion Facilitation, Prioritization
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Software Design, Code Reusability, Program Development, Java, Java Programming, AI Personalization, Object Oriented Programming (OOP), Data Preprocessing, Data Structures, Algorithms, File I/O, Hypertext Markup Language (HTML)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Hardware Troubleshooting, Computer Hardware, Hardware Architecture, Software Installation, Microarchitecture, Computer Architecture, Desktop Support, IT Infrastructure, Data Storage Technologies, System Configuration, Data Storage, Information Technology, Memory Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability
Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Cloud Deployment, Cloud Services, Cloud Infrastructure, Cloud Computing, Cloud Computing Architecture, Cloud Platforms, Infrastructure As A Service (IaaS), Public Cloud, Amazon Web Services, TCP/IP, Software As A Service, Network Protocols, Network Infrastructure, File Transfer Protocol (FTP), Platform As A Service (PaaS), Servers, Hybrid Cloud Computing, General Networking, Infrastructure Architecture, Private Cloud
Beginner · Course · 1 - 4 Weeks

EDHEC Business School
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Mergers & Acquisitions, Capital Markets, Project Finance, Financial Systems, Financial Market, Hedge Accounting, General Finance, Equities, Investment Banking, Securities (Finance), International Finance, Finance, Financial Services, Commercial Lending, Private Equity, Corporate Finance, Investment Management, Risk Mitigation, Loans
Intermediate · Course · 1 - 3 Months

Queen Mary University of London
Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Delegation Skills, Team Leadership, Team Management, Change Management, Team Performance Management, Stakeholder Communications, Professional Networking, Organizational Leadership, Leadership Development, Organizational Change, Teamwork, Matrix Management, People Management, Leadership, Time Management, Executive Presence, Organizational Effectiveness, Initiative and Leadership
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Analytics, Data Analysis Software, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics, Analysis, Quantitative Research, Statistics, Probability & Statistics
Mixed · Course · 1 - 3 Months