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.

Rice University
Skills you'll gain: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
Beginner · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Human Centered Design, User Research, Design Thinking, Design Research, Product Design, Prototyping, Qualitative Research, Innovation, User Feedback, Diversity and Inclusion, Workplace inclusivity, Brainstorming, Empathy, Ideation, Creativity, Needs Assessment, Product Testing, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Infrastructure Architecture, Cloud Computing Architecture, IT Infrastructure, Cloud Infrastructure, Cloud Security, Cloud Computing, Solution Architecture, Cloud Solutions, Information Technology Architecture, Cloud Services, Google Cloud Platform, Scalability
Advanced · Course · 1 - 3 Months

Skills you'll gain: JavaScript Frameworks, Angular, Amazon Elastic Compute Cloud, Server Side, Development Testing, JSON, Maintainability
Intermediate · Course · 3 - 6 Months

Berklee
Skills you'll gain: Music Theory, Musical Composition, Music, Instrumental Music, Music Performance
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Front-End Web Development, Frontend Performance, Responsible AI, Data Ethics, Frontend Integration, Generative AI, Code Review, User Interface and User Experience (UI/UX) Design, Prompt Engineering, Software Documentation, UI/UX Strategy, Test Automation, Test Tools, HTML and CSS
Intermediate · Course · 1 - 4 Weeks

Skillshare
Skills you'll gain: Adobe Illustrator, Color Theory, Graphics Software, Design Elements And Principles, Graphic and Visual Design, Logo Design, Design Software, Graphic Design, Creativity
Beginner · Course · 1 - 4 Weeks

University of Western Australia
Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Workforce Planning, Workplace inclusivity, Employee Engagement, Recruitment, Recruitment Strategies, Talent Sourcing, Human Resource Strategy, Intercultural Competence, Data Collection, Talent Acquisition, Organizational Effectiveness, Professional Networking, Job Analysis, Business Metrics, LinkedIn, Cultural Sensitivity
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Relational Databases, Database Management Systems, SQL, Database Design, Databases, Database Administration, MySQL, NoSQL, Query Languages
Beginner · Course · 1 - 3 Months

Skillshare
Skills you'll gain: Multimodal Prompts, Prompt Patterns, ChatGPT, Art History
Beginner · Specialization · 1 - 3 Months

American Psychological Association
Skills you'll gain: Quantitative Research, Scientific Methods, Research Design, Surveys, Research, Research and Design, Qualitative Research, Correlation Analysis, Data Collection, Data Analysis, Psychology, Sampling (Statistics)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Python Programming
Beginner · Guided Project · Less Than 2 Hours