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 Nacional Autónoma de México
Skills you'll gain: Algorithms, Model Optimization, Machine Learning Algorithms, Theoretical Computer Science, Program Development, Solution Design
Intermediate · Course · 1 - 4 Weeks

EDUCBA
Skills you'll gain: Web Applications, Python Programming, Web Servers, API Gateway
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Skills you'll gain: Game Design, Animation and Game Design, Animations, Video Game Development, Unity Engine, 3D Assets, Agile Methodology, Interaction Design, Software Documentation, Agile Software Development, Virtual Environment, Visualization (Computer Graphics), Software Development Methodologies, Agile Product Development, Prototyping, Computer Graphics
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Pedagogy, Art History, Social Justice, Community Organizing, Social Sciences, Socioeconomics, Interactive Learning, Public Affairs, Education and Training, Liberal Arts, Social Impact, Community Development, Creativity, Advocacy, Culture
Mixed · Course · 1 - 3 Months

Skills you'll gain: Operations Research, Probability & Statistics, Statistics, Excel Formulas, Data-Driven Decision-Making, Technical Analysis, Probability, Quantitative Research, Microsoft Excel, Sampling (Statistics), Probability Distribution, Operational Efficiency, Transportation Operations, Financial Analysis, Business Operations, Spreadsheet Software, Resource Utilization, Operations, Process Optimization, Finance
Beginner · Specialization · 3 - 6 Months

Simplilearn
Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Failure Mode And Effects Analysis, Process Flow Diagrams, Process Analysis, Kaizen Methodology, Process Optimization, Quality Improvement, Operational Efficiency, Process Improvement, Performance Measurement, Manufacturing Operations, Business Process, Quality Management, Process Improvement and Optimization, Statistical Analysis, Kanban Principles
Beginner · Specialization · 1 - 3 Months

Northeastern University
Skills you'll gain: Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Model Optimization, Embeddings, Machine Learning Methods, Artificial Neural Networks, Deep Learning, Machine Learning, Dependency Analysis, Supervised Learning
Mixed · Course · 1 - 3 Months

The State University of New York
Skills you'll gain: Smart Goals, Peer Review, Training Programs, Professional Development, Goal Setting, AI literacy, Personal Development, Job Analysis, Quality Assessment, Self-Awareness, Coaching, Recruitment Strategies, Program Standards, Branding, Constructive Feedback, Benchmarking, Portfolio Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Portfolio Management, Wealth Management, Technical Analysis, Derivatives, Investment Management, Equities, Financial Analysis, Cash Flows, Asset Management, Investments, Financial Trading, Financial Planning, Financial Market, Financial Statements, Tax Management, Hedge Accounting, Financial Services, Tax Planning, Risk Management
Beginner · Specialization · 3 - 6 Months

28DIGITAL
Skills you'll gain: Technical Standard, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Case Law, Medical Privacy, Court Systems, Telecommunications, Legal Writing, Law, Regulation, and Compliance, Legal Research, Ethical Standards And Conduct, Data Ethics, European History, International Relations, Interoperability, Data Security, Regulation and Legal Compliance, Ancient History, Cybersecurity
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Frontend Integration, Web Applications, API Design, User Interface (UI), Databases, GitHub, Dashboard Creation, Data Validation
Beginner · Specialization · 3 - 6 Months

L&T EduTech
Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Energy and Utilities, Control Systems, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Network Model, Electrical Engineering, Engineering Analysis, Systems Analysis, Failure Analysis, Simulation and Simulation Software, Network Analysis, Numerical Analysis, Engineering Calculations, Mathematical Modeling, Simulations
Intermediate · Specialization · 1 - 3 Months