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.

Rice University
Skills you'll gain: Proposal Writing, Oral Expression, Presentations, Technical Communication, Verbal Communication Skills, Executive Presence, Business Writing, Public Speaking, Infographics, Business Communication, Interactive Data Visualization, Concision, Strategic Communication, Crisis Management, Persuasive Communication, Interpersonal Communications, Public Relations, Technical Writing, Electronic Media, Writing
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI, Vector Databases, Generative AI Agents, Tool Calling, Large Language Modeling, Embeddings, AI Workflows, Model Deployment, User Interface (UI), AI Integrations, UI Components, Database Systems, Model Evaluation, Data Storage Technologies, Databases
Intermediate · Specialization · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: English Language, Language Competency, Vocabulary, Grammar, Sales Strategy, Business Communication, Storytelling, Communication Strategies, Business Strategies
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms
Mixed · Course · 1 - 3 Months
STARWEAVER
Skills you'll gain: Procurement, Strategic Sourcing, Legal Risk, Public Administration, Governance, Digital Transformation, Risk Management, Risk Mitigation, Sustainable Development, Business Ethics, Public Policies, Risk Analysis, Compliance Management, Mitigation, Ethical Standards And Conduct, Law, Regulation, and Compliance, Fraud detection, Regulatory Compliance, Stakeholder Engagement
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Empathy & Emotional Intelligence, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Creative Problem-Solving, Brainstorming, Complex Problem Solving, Active Listening, Critical Thinking, Resilience, Open Mindset, Independent Thinking, Professional Development, Action Oriented, Culture Transformation, Willingness To Learn, Growth Strategies
Beginner · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Conflict Management, Professional Networking, Smart Goals, Team Motivation, Employee Coaching, Creative Problem-Solving, Motivational Skills, Team Management, Team Performance Management, Prioritization, Stress Management, Meeting Facilitation, Relationship Management, Goal Setting, Time Management, Creative Thinking, Relationship Building, Communication Strategies, Creativity, Communication
Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Patterns, AI powered creativity, Business Correspondence, Risking, Leadership Development, AI literacy, Writing, Thought Leadership, Brainstorming, Proposal Development, Human Resource Strategy, Business Transformation, Staff Management, AI Integrations
Beginner · Specialization · 1 - 3 Months

STARWEAVER
Skills you'll gain: Responsible AI, Google Gemini, Generative AI, ChatGPT, Anthropic Claude, AI Enablement, AI literacy, AI Product Strategy, Microsoft Copilot, Gemini, AI powered creativity, AI Workflows, GitHub Copilot, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI Integrations, Data Management, Business Leadership, Professional Development, Business Analysis
Beginner · Course · 1 - 3 Months

Packt
Skills you'll gain: Alteryx, Spatial Data Analysis, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Processing, Data Preprocessing, Data Integration, Data Transformation, Data Presentation, Document Management, Data Analysis Software, Spreadsheet Software, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software
Beginner · Course · 3 - 6 Months
Skills you'll gain: Model Training, Prompt Engineering, Hugging Face, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Natural Language Processing, Artificial Intelligence, Machine Learning, Data Quality, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Deep Learning, Artificial Neural Networks, Model Optimization, Cloud Deployment, Data Pipelines, Data Processing, Applied Machine Learning, Data Transformation
Intermediate · Course · 1 - 3 Months