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.
University of Illinois Urbana-Champaign
Skills you'll gain: Organizational Change, Innovation, Change Management, Business Modeling, Technology Strategies, Product Lifecycle Management, New Product Development, Business Transformation, Product Development, Customer Insights, Organizational Leadership, Organizational Development, Process Development, Organizational Strategy, Business Strategy, Strategic Thinking, Cross-Functional Team Leadership, Team Management, Product Management, Customer Analysis
★ 4.7 (144) · Beginner · Specialization · 1 - 3 Months
STARWEAVER
Skills you'll gain: Credit Risk, Financial Statement Analysis, Financial Statements, Financial Analysis, Lending and Underwriting, Commercial Lending, Risk Analysis, Analysis, Balance Sheet, Business Metrics, Securities (Finance), Corporate Finance, Risk Management
★ 4.5 (33) · Beginner · Course · 1 - 4 Weeks

Rutgers the State University of New Jersey
Skills you'll gain: Quality Improvement, Continuous Quality Improvement (CQI), Quality Assurance, Healthcare Project Management, Data Quality, Spreadsheet Software, Analysis
★ 4.7 (203) · Beginner · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Stakeholder Analysis, Request for Proposal, Procurement, Subcontracting, Strategic Prioritization, Strategic Sourcing, Contract Management, Vendor Contracts
★ 4.6 (15) · Beginner · Course · 1 - 4 Weeks

New York Institute of Finance
Skills you'll gain: Portfolio Risk, Risk Management, Risk Modeling, Financial Market, Derivatives, Risk Management Framework, Investment Management, Portfolio Management, Risk Analysis, Market Data, Equities, Asset Management, Capital Markets, Estimation, Financial Modeling, Statistical Modeling, Probability Distribution, Statistical Analysis, Probability & Statistics
★ 4.7 (215) · Beginner · Course · 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Strategic Thinking, Business Strategy, Business Strategies, Strategic Partnership, Competitive Intelligence, Competitive Analysis, Corporate Strategy, Market Intelligence, Go To Market Strategy, Intercultural Competence, Market Opportunities, Global Marketing, E-Commerce, Mergers & Acquisitions, Cultural Sensitivity, Economic Development, Decision Making, Cultural Diversity
★ 4.8 (171) · Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Artificial Intelligence, Internet Of Things, Unsupervised Learning, Python Programming, Machine Learning Algorithms, Deep Learning, Machine Learning, AI Integrations, Convolutional Neural Networks, Image Analysis, Artificial Neural Networks, Reinforcement Learning, Emerging Technologies, Healthcare 5.0, Data Preprocessing, Natural Language Processing, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Budget Management, Budgeting, Financial Forecasting, Operating Budget, Forecasting, Financial Management, Cost Control, Capital Budgeting, Business Planning, Capital Expenditure, Risk Modeling, Financial Planning, Inventory Control, Finance, Business Strategy
★ 4.5 (14) · Mixed · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Advanced Analytics, Cloud Computing, Analytics, Business Analytics, Data Science, Customer Analysis, Data Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning
★ 4.4 (50) · Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Student Engagement, Pedagogy, Teaching, Differentiated Instruction, Education and Training, Digital pedagogy, Disabilities, Driving engagement, Instructional Strategies, Learning Strategies, Diversity Awareness, Instructional Design, Diversity Equity and Inclusion Initiatives, Higher Education
★ 4.5 (96) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Color Theory, Layout Design, Typography, Adobe Photoshop, Photo Editing, Graphic and Visual Design, Design Elements And Principles, Visual Design, Game Design, Graphic Design, Creative Design
★ 4.5 (70) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Generative Adversarial Networks (GANs), AI Security, Fraud detection, Model Evaluation, Feature Engineering, Cybersecurity, Cyber Security Strategy, Reinforcement Learning, Model Optimization, Data Synthesis
★ 4.4 (26) · Intermediate · Course · 1 - 3 Months