Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Skills you'll gain: Meta Ads Manager, Google Ads, Facebook, Promotions and Campaigns, Bidding, Campaign Planning, Keyword Research, Digital Marketing Campaigns, Advertising Campaigns, Online Advertising, Performance marketing, Social Media Campaigns, Pay Per Click Advertising, Search Engine Marketing, Pinterest, Marketing, Data-Driven Marketing, Digital Advertising, TikTok, Advertising
★ 4.5 (10) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Lean Methodologies, Process Improvement, Six Sigma Methodology, Kaizen Methodology, Lean Six Sigma, Benchmarking, Process Capability, Risk Analysis, Quality Improvement, Process Improvement and Optimization, Process Analysis, Team Performance Management, Statistical Analysis, Continuous Improvement Process, Team Leadership, Team Management, Root Cause Analysis, Regression Analysis
★ 4.8 (58) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: File I/O, Code Reusability, File Systems, Command-Line Interface, Python Programming, Package and Software Management, File Management, UI Components, Scripting, User Interface (UI), Graphical Tools, Data Structures, Development Environment, Simulations
★ 5 (10) · Mixed · Course · 1 - 4 Weeks

Lund University
Skills you'll gain: Sustainable Business, Sustainable Development, Sustainable Systems, Corporate Sustainability, Socioeconomics, Sustainability Standards, Economic Development, Environmental Social And Corporate Governance (ESG), Environmental Issue, Environment and Resource Management, Environmental Resource Management, Policty Analysis, Research, and Development, Economics, Policy Development, Environmental Policy, Business Strategies, Consumer Behaviour, Business Strategy, Climate Change Mitigation, Complex Problem Solving
★ 4.7 (608) · Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: World Music, Music History, Music, Musical Composition, Music Theory, Aesthetics, Instrumental Music, Multimedia, Performing Arts, Electronic Media, Liberal Arts, Creativity, Cultural Diversity
★ 4.8 (79) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Gap Analysis, Change Management, Organizational Change, Strategic Planning, Business Process Reengineering, Project Management, Personal Development, Business Process, Process Mapping, Organizational Strategy, Business Strategies, Business Strategy
★ 4.5 (348) · Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Proposal Development, Proposal Writing, Interpersonal Communications, Emotional Intelligence, Technical Communication, Empathy & Emotional Intelligence, Constructive Feedback, Technical Writing, Verbal Communication Skills, Leadership, Oral Expression, Team Collaboration, Empathy, Presentations, Social Skills, Rapport Building, Non-Verbal Communication, Business Writing, Stakeholder Analysis, Public Speaking
★ 4.5 (100) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: SAS (Software), Data Quality, Data Analysis, Data Analysis Software, Business Analytics, Exploratory Data Analysis, Data Cleansing, Virtual Environment, Interactive Data Visualization, Data Access, Statistical Reporting, Data Transformation, Statistical Programming
★ 4.7 (890) · Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Salesforce, User Provisioning, Customer Relationship Management (CRM) Software, Cloud Applications, Email Automation, Account Management, Identity and Access Management, Data Management
★ 3.7 (47) · Beginner · Course · 1 - 4 Weeks

Michigan State University
Skills you'll gain: Value Propositions, Business Planning, Business Modeling, Entrepreneurship, Verification And Validation, Milestones (Project Management), Business Development, Financial Forecasting, Financial Modeling, New Business Development, Plan Execution, Customer Analysis, Customer Insights
★ 4.5 (184) · Mixed · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Data Analysis, Sustainability Reporting, Spreadsheet Software, Professional Development, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Environmental Policy, Vendor Contracts, Goal Setting, Business Writing, Project Management
★ 4.5 (101) · Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing
★ 4.4 (97) · Beginner · Course · 1 - 3 Months