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: Plot (Graphics), Pandas (Python Package), Data Visualization, Data Manipulation, Statistical Visualization, Data Processing, Data Import/Export, Regression Analysis
Beginner · Course · 1 - 3 Months

Alex Genadinik
Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Web Presence
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Portfolio Management, Portfolio Risk, Regression Analysis, Quantitative Research, Finance, Statistical Hypothesis Testing, Statistical Modeling, Probability & Statistics, Probability, Statistical Methods, Risk Modeling, Financial Modeling, Statistical Analysis, Statistical Machine Learning, Financial Trading, Correlation Analysis, Investment Management, Simulations, Probability Distribution, Analytics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Decision Making, Strategic Decision-Making, Decisiveness, Case Studies, Leadership, Action Oriented, Plan Execution, Dealing With Ambiguity, Analysis, Critical Thinking and Problem Solving, Problem Solving, Strategic Thinking, Critical Thinking, Constructive Feedback, Leadership Development, Performance Analysis, Professional Development, Overcoming Obstacles, Communication Strategies, Verbal Communication Skills
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Web Services, Web Applications, Web Development, Application Development, Database Application, User Interface (UI), Python Programming, Secure Coding, Restful API, Database Development, Databases, 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

Columbia University
Skills you'll gain: Emotional Intelligence, Professional Networking, Empathy & Emotional Intelligence, Relationship Building, LinkedIn, Self-Awareness, Personal Development, Goal Setting, Entrepreneurship, Professional Development, Web Presence, Growth Mindedness, Relationship Management, Decision Making, Branding
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Kubernetes, Cloud Applications, Cloud Development, Cloud-Native Computing, Microsoft Azure, Platform As A Service (PaaS), Cloud Deployment, Application Deployment, Cloud Management, Serverless Computing, Containerization, Application Performance Management, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, Data Ethics, AI powered creativity, AI literacy, AI Workflows, Decision Making, Data Security
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AI Security, Google Gemini, Google Cloud Platform, Cloud Security, Gemini, Cloud Deployment, AI Integrations, Security Controls, System Configuration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Model Training, Open Source Technology, Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Sales Strategy, Product Development, Go To Market Strategy, New Product Development, Sales Process, Sales Management, Experience Design, User Experience, Product Management, Sales Pipelines, Product Strategy, Commercialization, Sales Operations, Growth Strategies, Entrepreneurship, Product Marketing, Entrepreneurial Finance, Revenue Management, Investment Management, Marketing Channel
Intermediate · Course · 1 - 4 Weeks