Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Model Optimization, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Financial Trading, Market Liquidity, Securities Trading, Market Trend, Risk Analysis, Financial Market, Equities, Risk Management, Market Dynamics, Risk Management Framework, Market Opportunities, Trend Analysis, Market Analysis, Analysis, Applied Behavior Analysis, Positive Behavior Support, Probability, Probability Distribution, Technical Support and Services
Mixed · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Sampling (Statistics), Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Software, Statistical Hypothesis Testing, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Workflows, ASP.NET, Embeddings, AI Personalization, Document Management, Context Management
Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Android Development, Mobile Development, Android Studio, Android (Operating System), Application Development, User Interface (UI), Application Design, UI Components, Java, Development Environment, Authorization (Computing), Application Lifecycle Management
★ 4.5 (686) · Mixed · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Agile Project Management, Agile Methodology, User Story, Sprint Planning, Agile Product Development, Sprint Retrospectives, Backlogs, Team Oriented, Team Management, Continuous Improvement Process, Customer Engagement
★ 4.9 (15) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Product Lifecycle Management, Digital Transformation, Customer experience improvement, Business Communication, Business Acumen, Cost Benefit Analysis, Financial Acumen, Customer Relationship Building, Stakeholder Communications, Cross-Functional Collaboration, Innovation, Strategic Decision-Making
★ 4.4 (7) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Digital Transformation, Product Development, Emerging Technologies, Business Modeling, Strategic Partnership, Business Transformation, Innovation, Internet Of Things, Technology Strategies, Entrepreneurship, New Business Development, Business Technologies, Business Strategy, Network Model, AI Product Strategy, Case Studies
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Virtual Networking, General Networking, Network Planning And Design, Cloud Hosting, Network Administration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization Software, ChatGPT, Analytics, Interactive Data Visualization, Data Analysis, Python Programming, Generative AI, Debugging
★ 4.6 (11) · Intermediate · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Empathy & Emotional Intelligence, Emotional Intelligence, Conflict Management, Team Building, Personal Attributes, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Organizational Change, Team Performance Management, Leadership and Management, Communication, Team Management, Organizational Leadership, Resilience, Collaboration, Behavior Management, Business Communication, Stress Management, Critical Thinking
★ 4 (16) · Beginner · Specialization · 3 - 6 Months

University of Miami
Skills you'll gain: Materials science, Manufacturing Processes, Engineering, Biomedical Engineering, Chemical Engineering, Biological Engineering, Production Process, Biotechnology
Beginner · Course · 1 - 4 Weeks