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.

University of Michigan
Skills you'll gain: Matplotlib, Network Analysis, Social Network Analysis, Feature Engineering, Data Visualization, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Model Evaluation, Applied Machine Learning, Supervised Learning, Text Mining, Statistical Visualization, Network Model, Data Manipulation, NumPy, Data Preprocessing, Natural Language Processing, Python Programming
Intermediate · Specialization · 3 - 6 Months

Infosec
Skills you'll gain: Threat Detection, Cyber Security Strategy, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages
Intermediate · Course · 1 - 4 Weeks

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

Arizona State University
Skills you'll gain: Materials science, Failure Analysis, Semiconductors, Manufacturing Processes, Mechanical Engineering, Chemical Engineering, Chemistry, Engineering, Structural Analysis, Production Process, Laboratory Testing, Mechanics, Physical Science, Process Engineering, Engineering Calculations, Reliability, Technical Standard
Beginner · Specialization · 3 - 6 Months

Indian Institute of Technology Guwahati
Skills you'll gain: User Research, Product Design, Sustainable Design, Product Development, Design Research, Sustainable Business, Industrial Design, Failure Analysis, Design Thinking, Interaction Design, Failure Mode And Effects Analysis, Design, Human Centered Design, Product Lifecycle Management, Design Reviews, Sustainable Development, Sustainability Reporting, Sustainability Standards, Creativity, Aesthetics
Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Responsible AI, Health Technology, Data Ethics, Clinical Nursing, Nurse Education, Nursing Process, Clinical Documentation, Nursing, Nursing Practices, Artificial Intelligence, Healthcare Ethics, Basic Patient Care, Artificial Intelligence and Machine Learning (AI/ML), Health Care, Healthcare Industry Knowledge, Generative AI Agents, Generative AI, Business, Physiology, Business Acumen
Intermediate · Course · 1 - 3 Months

Packt
Skills you'll gain: Kubernetes, YAML, Docker (Software), Cloud-Native Computing, Application Deployment, Containerization, Devops Tools, Node.JS, Development Environment, Control Panels, Servers, Command-Line Interface, Scalability, Software Installation
Intermediate · Course · 3 - 6 Months

Lund University
Skills you'll gain: Large Language Modeling, Model Evaluation, Artificial Intelligence, Generative AI, Machine Learning, Natural Language Processing, Applied Machine Learning, Clinical Psychology, Mental Health, Clinical Practices
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, ChatGPT, Artificial Intelligence, AI Integrations, Digital pedagogy, Generative AI
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Brand Strategy, Storytelling, Branding, Brand Marketing, Prompt Engineering, ChatGPT, Brand Management, Digital Brand Strategy, Cross-Channel Marketing, Content Creation, Blogs, Consumer Behaviour, Brainstorming, Email Marketing
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, AI literacy, Brainstorming, AI powered creativity, Email Automation, Ideation, Timelines, AI Enablement, LLM Application, AI Personalization, Taking Meeting Minutes, Concision, Large Language Modeling, Business Writing
Beginner · Course · 1 - 4 Weeks