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: Business Transformation, Innovation, Site Reliability Engineering, Digital Transformation, Google Cloud Platform, Google Workspace, Technology Strategies, Cloud Solutions, Data Strategy, Cloud Infrastructure, Safety Culture, Continuous Improvement Process, Organizational Change, Change Management, Cloud Computing, Cloud Applications, Continuous Delivery, Culture Transformation, People Management, Management Training And Development
Beginner · Specialization · 3 - 6 Months

Universitat Politècnica de València
Skills you'll gain: Web Content Accessibility Guidelines, Disabilities, Adaptive Equipment, Mobile Development, Hypertext Markup Language (HTML), Web Design, Education Software and Technology, Usability, User Interface (UI), Digital Design, Android (Operating System), Apple iOS, Diversity Equity and Inclusion Initiatives
Beginner · Course · 1 - 3 Months

Skillshare
Skills you'll gain: 3D Modeling, 3D Assets, Color Theory, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animations, Graphical Tools, Data Import/Export, Image Quality, Design Elements And Principles, User Interface (UI), Animation and Game Design, Creative Design
Beginner · Specialization · 1 - 3 Months

Yale University
Skills you'll gain: Health Promotion, Health Education, Media and Communications, Advertising Campaigns, Program Evaluation, Patient Communication, Surveys, Behavioral Health, Digital Communications, Driving engagement, Persuasive Communication, Instagram, Facebook, Research
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Metasploit, Penetration Testing, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Cybersecurity, Command-Line Interface, Virtual Machines, Linux, Technical Documentation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Model Evaluation, Data Analysis, Predictive Modeling, Data Pipelines, Data Import/Export, Regression Analysis, Data Science, Pandas (Python Package), Data Manipulation, Predictive Analytics, Data Cleansing, Statistical Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Matplotlib, Data Visualization, Scatter Plots, Python Programming
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Data Storytelling, Dashboard, Proposal Development, Key Performance Indicators (KPIs), Data Presentation, Tableau Software, Data Visualization, Data Mapping, Data Visualization Software, Interactive Data Visualization, Data Literacy, Exploratory Data Analysis, Graphing, Histogram, Scatter Plots, Tree Maps, Data-Driven Decision-Making, Statistical Visualization, Performance Analysis, Storyboarding
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Infrastructure Architecture, Cloud Computing Architecture, IT Infrastructure, Cloud Infrastructure, Cloud Security, Cloud Computing, Solution Architecture, Cloud Solutions, Information Technology Architecture, Cloud Services, Google Cloud Platform, Scalability
Advanced · Course · 1 - 3 Months

Skills you'll gain: Intercompany Accounting, Technical Accounting, Risk Analysis, Revenue Recognition, Corporate Accounting, International Financial Reporting Standards, Consolidation, Financial Reporting, Case Studies
Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Digital Transformation, Operational Efficiency, Technology Strategies, Business Modeling, Business Technologies, Organizational Change, Innovation, Agile Methodology, Leadership, Business Strategies, Market Dynamics
Intermediate · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Web Services, Web Applications, Application Development, Database Application, User Interface (UI), Python Programming, Restful API, Databases, Application Security, Network Protocols, User Interface (UI) Design, Scripting, Relational Databases, Object Oriented Programming (OOP), Computer Programming, Software Development, Scripting Languages, Object Oriented Design, Programming Principles
Mixed · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Prompt Engineering, Legal Technology, Generative AI, Legal Strategy, Legal Research, AI Enablement, Responsible AI, Artificial Intelligence, Information Privacy, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks