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.

University of Illinois Urbana-Champaign
Skills you'll gain: AI Enablement, Data Ethics, Large Language Modeling
Mixed · Course · 1 - 3 Months

American Council on Exercise
Skills you'll gain: Goal Setting, Health And Wellness Coaching, Smart Goals, Workplace inclusivity, Motivational Interviewing, Active Listening, Verbal Communication Skills, Coaching, Ethical Standards And Conduct, Exercise Science, Diversity Awareness, Health Assessment, Behavior Management, Interpersonal Communications, Healthcare Ethics, Professionalism, Relationship Building
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Presentations, Microsoft PowerPoint, Multimedia, Google Workspace, Collaborative Software, Microsoft Office, Visual Design, Design, Collaboration, Graphic and Visual Design, Editing, Microsoft Excel
Beginner · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Cloud-Native Computing, Cloud Deployment, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Data Presentation, Probability & Statistics, Data Transformation, Analytics, Statistics, Data Visualization Software, Statistical Analysis, Data Cleansing, Advanced Analytics, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Angular, Responsive Web Design, HTML and CSS, Web Design and Development, JavaScript Frameworks, Web Applications, Hypertext Markup Language (HTML)
Beginner · Guided Project · Less Than 2 Hours

Imperial College London
Skills you'll gain: Qualitative Research, Continuous Quality Improvement (CQI), Quantitative Research, Program Evaluation, Data Collection, Scientific Methods, Data-Driven Decision-Making, Statistical Methods, Statistical Analysis, Systems Of Measurement, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks

The Expert Academy
Skills you'll gain: Professional Networking, Active Listening, Persuasive Communication, Influencing, Relationship Building, Leadership, Executive Presence, Stakeholder Communications, Professionalism, Strategic Leadership, Relationship Management, Trustworthiness, Stakeholder Management, Stakeholder Engagement, Professional Development, Rapport Building, Communication, Stakeholder Analysis, Emotional Intelligence, Empathy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Negotiation, Critical Thinking and Problem Solving, Prioritization, Conflict Management, Time Management, De-escalation Techniques, Communication, Stress Management, Empathy & Emotional Intelligence, Problem Solving, Closing (Sales), Critical Thinking, Communication Strategies, Business Priorities, Goal-Oriented, Professionalism, Emotional Intelligence, Business Ethics, Goal Setting, Self-Awareness
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: PySpark, Apache Spark, Scala Programming, Extract, Transform, Load, Data Pipelines, Customer Analysis, Apache Hadoop, Data Processing, Advanced Analytics, Big Data, Apache Maven, SQL, Statistical Modeling, Data Engineering, Text Mining, Customer Insights, Data Transformation, Data Analysis, Apache, Python Programming
Beginner · Specialization · 1 - 3 Months

Simplilearn
Skills you'll gain: Digital Marketing Campaigns, Conversion Funnel Analysis, Meta Ads Manager, Google Analytics, Marketing Budgets, Performance marketing, Pay Per Click Advertising, Digital Marketing, Paid media, Google Ads, Marketing Strategies, Digital Advertising, Data-Driven Marketing, Campaign Management, Web Analytics, Online Advertising, Advertising Campaigns, Campaign Planning, Bidding, Budgeting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Assertiveness, Public Speaking, Oral Expression, Verbal Communication Skills, Presentations, Communication, Performing Arts, Composure, Executive Presence, Communication Strategies, Constructive Feedback, Leadership, Personal Development, Habit Formation, Needs Assessment
Beginner · Course · 1 - 3 Months