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.

Fred Hutchinson Cancer Center
Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Technology Strategies, Artificial Intelligence, Business Ethics, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Law, Regulation, and Compliance, Resource Allocation, Ethical Standards And Conduct, Decision Making, Generative AI
Beginner · Course · 1 - 3 Months

The Linux Foundation
Skills you'll gain: Bash (Scripting Language), File Systems, Package and Software Management, Linux, Command-Line Interface, Unix Commands, Linux Commands, Shell Script, Scripting, Software Development Tools, File Management, Scripting Languages, Program Development, System Programming, Java, Debugging
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Text Mining, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Marketing, Brand Awareness, Natural Language Processing, Predictive Analytics, Machine Learning, Data Quality
Beginner · Course · 1 - 3 Months

Universidades Anáhuac
Skills you'll gain: Office Procedures, Interviewing Skills
Intermediate · Course · 1 - 3 Months

Packt
Skills you'll gain: Security Testing, Cybersecurity, Network Security, TCP/IP, Network Monitoring, Vulnerability Assessments, Servers, Network Analysis, Network Protocols, Exploitation techniques, Scripting
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI, Development Environment, Computational Thinking, Program Development, Software Development, Python Programming, Game Design, Debugging
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: AI Product Strategy, Agile Product Development, Product Management, Generative AI, Responsible AI, Product Development, AI Personalization, Product Lifecycle Management, Ideation, Product Automation, Market Analysis, Prototyping
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Generative AI Agents, Public Relations, Content Creation, Marketing and Public Relations, Responsible AI, Media Relations, Productivity Software, Crisis Management, Prompt Engineering, Team Leadership, Promotions and Campaigns, Social Media Campaigns
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Analytics, Prompt Engineering Tools, AI Product Strategy, Data Transformation, Predictive Analytics, Data Cleansing, Data Processing, Machine Learning Algorithms, Responsible AI
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Data Wrangling, Data Quality, Statistical Analysis
Beginner · Professional Certificate · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Education Software and Technology, ChatGPT, Peer Review, Verbal Communication Skills, Artificial Intelligence, Differentiated Instruction
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Problem Solving, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Brainstorming, Active Listening, Critical Thinking, Resilience, Personal Attributes, Creative Thinking, Empathy, Professional Development, Action Oriented, Constructive Feedback, Stress Management, Lifelong Learning, Positivity, Overcoming Obstacles, Growth Strategies
Beginner · Specialization · 3 - 6 Months