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: AI Personalization, Personalized Campaigns, Data-Driven Marketing, Marketing Analytics, A/B Testing, Campaign Planning, Marketing Strategies, Marketing Effectiveness, Digital Marketing Campaigns, Prompt Engineering Tools, Product Marketing, Campaign Management, Advertising Campaigns, Performance Measurement, Generative AI, Target Audience, Google Ads, Prompt Engineering, Analytics, Automation
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Constructive Feedback, Storytelling, Active Listening, Creative Thinking, Relationship Building, Empathy, Brainstorming, Creativity, Personal Attributes, Oral Expression, Courage, Emotional Intelligence, Diversity Awareness, Cultural Responsiveness, Self-Awareness, Cognitive flexibility, Initiative and Leadership, Leadership, Culture, Communication
★ 3.8 (12) · Beginner · Specialization · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Research, Positivity, Psychological Evaluations, Science and Research, Research Design, Psychosocial Assessments, Mental Health Diseases and Disorders, Self-Awareness, Personal Development, Experimentation, Mental Health, Needs Assessment
★ 4.8 (936) · Mixed · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, AI Enablement, Workflow Management, Strategic Leadership, Organizational Effectiveness, Productivity, AI Personalization, AI literacy, Strategic Decision-Making, Business Communication, Business, Business Strategy, Generative AI, Google Gemini, AI Integrations, Business Analysis, Decision Making, ChatGPT, Competitive Analysis, Market Research
★ 4.3 (6) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Competitive Analysis, Business Development, Data-Driven Decision-Making, Generative AI, Market Opportunities, Market Analysis, Market Research, Trend Analysis, Strategic Thinking, Market Trend, Business Intelligence, Business Strategy, Sustainable Business, Forecasting, AI Integrations, Strategic Planning
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Employee Engagement, Driving engagement, Drive Engagement, HR Tech, People Analytics, AI Personalization, AI Enablement, Generative AI Agents, Employee Surveys, Human Resource Strategy, Data Ethics, Real Time Data, User Feedback, Data-Driven Decision-Making, Analysis
★ 4.8 (8) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Database Systems, MySQL Workbench, Database Software, Database Theory, Database Management Systems, Databases, SQL, Database Management, Relational Databases, Database Development, Database Architecture and Administration, MySQL, Data Modeling, PostgreSQL, Data Mapping, Query Languages, Data Manipulation, Transact-SQL, Data Analysis
Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Seaborn, Pseudocode, Data Manipulation, Data Visualization Software, Problem Solving, Data Analysis, Data Wrangling, AI Enablement, AI literacy, Programming Principles, Data Science, Python Programming, Generative AI, Computer Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Scalability, Change Control
Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Storage, Amazon Elastic Compute Cloud, Data Storage, Amazon CloudWatch, File Systems, Data Migration, Cloud Deployment, System Monitoring, Event Monitoring, Security Controls
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Adobe Illustrator, Logo Design, Graphic Design, Creative Design, Graphics Software, Graphical Tools, Adobe Creative Cloud, Graphic and Visual Design, Style Guides, Project Design, Design, Digital Design, Typography, Design Software, File Management, Design Elements And Principles, Design Specifications, Color Theory
★ 3.9 (14) · Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Statistical Methods, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistics, Statistical Inference, Model Evaluation, Statistical Hypothesis Testing, Integral Calculus
★ 4.6 (108) · Advanced · Course · 1 - 4 Weeks