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.

Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Blueprinting, Technical Drawing, Computer-Aided Design, Plot (Graphics)
Beginner · Guided Project · Less Than 2 Hours
Duke University
Skills you'll gain: Community Organizing, Climate Change Programs, Community Development, Climate Change Adaptation, Social Sciences, Ethical Standards And Conduct, Community and Social Work, Community Outreach, Leadership, Social Impact, Sustainable Development, Environmental Policy, Sustainable Systems, Collaboration, Governance, Professional Development, Innovation, Environmental Science, Personal Development, Data Collection
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: LinkedIn, Professional Networking, Content Marketing, Business Marketing, Content Development and Management, Advertising Campaigns, Sales Prospecting, Content Creation, Campaign Planning, Campaign Management, Social Media Campaigns, B2B Sales, Brand Marketing, Performance Measurement, Prospecting and Qualification, Content Performance Analysis, Brand Strategy, Digital Marketing Tools, Brand Awareness, General Networking
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Java, Application Development, Java Programming, Software Engineering, Microsoft Visual Studio, Data Structures, Programming Principles, Algorithms
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Responsible AI, AI Enablement, Strategic Thinking, Prompt Patterns, Deepseek, Prompt Engineering Tools, Business Transformation, Digital Transformation, Business Strategy, Decision Intelligence, Strategic Marketing, Performance Measurement, Strategic Planning, Risking, Artificial Intelligence, Marketing, Web Analytics and SEO, Market Trend, Financial Modeling
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Banking Services, Banking, Investment Banking, Payment Systems, Risk Management Framework, Financial Services, Payment Processing, Financial Systems, Financial Controls, International Finance, Transaction Processing, Payment Processing and Collection, Internal Controls, Security Controls, Cash Management, Financial Regulations, Operational Risk, Compliance Management, Governance
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Spreadsheet Software, Healthcare Project Management, Data Cleansing, Data Analysis Software, Data Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Unstructured Data, Generative AI, Prompt Engineering, Business Analytics, Data Management
Intermediate · Guided Project · Less Than 2 Hours
Coursera
Skills you'll gain: Vibrations, Value Engineering, Engineering Practices, Engineering Analysis, Mechanical Design, Engineering Design Process, Mechanical Engineering, Structural Engineering, Materials science, Material Handling, Mechanics, Industrial Engineering, Design, Analysis, Application Development
Intermediate · Course · 1 - 4 Weeks

The Museum of Modern Art
Skills you'll gain: Education and Training, Empathy & Emotional Intelligence, Interactive Learning, Art History, Pedagogy, Student-Centred Learning, Creative Thinking, Design Thinking, Journals
Intermediate · Course · 1 - 3 Months