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: React.js, Node.JS, JavaScript Frameworks, Web Development Tools, Web Applications, Front-End Web Development, Web Content, Web Development, HTML and CSS, Software Engineering
Intermediate · Guided Project · Less Than 2 Hours

Amazon Web Services
Skills you'll gain: Amazon Web Services, Apache Cassandra, Enterprise Application Management, Scalability, Platform As A Service (PaaS), Performance Tuning
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Product Management, Climate Change Adaptation, Market Opportunities, Competitive Analysis, Market Analysis
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Gemini, Marketing Analytics, Analytics, Customer Analysis, Generative AI, Data Analysis, Analytical Skills, Google Cloud Platform, Customer Insights, Customer Data Management, Marketing Strategies, Predictive Modeling, Forecasting
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Debugging, Computational Thinking, Digital pedagogy, Education Software and Technology, Programming Principles, Computer Programming, Algorithms, Brainstorming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Self Service Technologies, Test Tools, Development Testing, Natural Language Processing
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Data Migration, PostgreSQL, Google Cloud Platform, Database Administration, Database Management, Virtual Private Networks (VPN), Data Management
Beginner · Project · Less Than 2 Hours

Peking University
Skills you'll gain: Oral Expression, Verbal Communication Skills, Interviewing Skills, English Language, Public Speaking, Vocabulary, Non-Verbal Communication, Cultural Diversity, Intercultural Competence, Communication, Presentations, Business Communication, Language Learning, Professionalism
Mixed · Course · 1 - 3 Months

Skills you'll gain: Unreal Engine, Virtual Environment, 3D Assets, Game Design, Design Strategies, Computer Graphics, System Configuration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Blogs, Workflow Management, Data Visualization, User Feedback, Content Development and Management, Interactive Data Visualization, Data Integration, Cloud-Based Integration, Google Docs, Project Management Software, Social Media Management, Content Management, Ideation, Project Management, Customer Insights, Database Management
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Dashboard, Data Sharing, Cloud Computing, Big Data, Data Access, Google Cloud Platform, Data Visualization, Data Management
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Responsible AI, Artificial Intelligence, AI Security, Model Evaluation, Data Modeling, Machine Learning
Intermediate · Course · 1 - 4 Weeks