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.

Duke University
Skills you'll gain: FinTech, Entrepreneurial Finance, Fundraising and Crowdsourcing, Equities, Financial Modeling, Finance, Private Equity, Loans, Consumer Lending, Credit Risk, Microsoft Excel, Digital Analysis, Liquidation, Fundraising, Lending and Underwriting
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, Statistics, R Programming, Probability & Statistics, Data Preprocessing, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Logistic Regression, Analysis
Mixed · 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

Skills you'll gain: Model Training, LLM Application, Analysis, Statistical Methods, Performance Metric, Benchmarking
Intermediate · Course · 1 - 4 Weeks

Universidades Anáhuac
Skills you'll gain: Office Procedures, Interviewing Skills
Intermediate · Course · 1 - 3 Months

University of London
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Statistical Methods, Estimation, Probability, Data-Driven Decision-Making, Data Collection, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Decision Making, Data Analysis, Statistical Visualization, Graphing
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistical Methods, Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
Beginner · Guided Project · Less Than 2 Hours

AI CERTs
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Content Optimization, Writing and Editing, Content Creation, Business Writing, Blogs, AI literacy, Web Content, Productivity, AI Personalization, Writing, Generative AI Agents, AI Enablement, Artificial Intelligence, Content Strategy, Proofreading, Artificial Intelligence and Machine Learning (AI/ML), Editing
Intermediate · Course · 1 - 3 Months

KodeKloud
Skills you'll gain: Kubernetes, General Networking, Application Lifecycle Management
Beginner · Course · 1 - 3 Months

Copenhagen Business School
Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Sustainable Development, Stakeholder Management, Business Modeling, Innovation, Sustainable Systems, Organizational Strategy, Stakeholder Analysis, Marketing Communications, Business Strategies, Business Transformation, Case Studies, Communication Planning, Environmental Issue, Social Impact, Systems Thinking, Strategic Partnership, Value Propositions
Beginner · Course · 1 - 3 Months

Skills you'll gain: Demand Planning, Retail Store Operations, Inventory Management System, Forecasting, Merchandising, Inventory Control Systems, Enterprise Architecture, Generative AI, Inventory Control, Performance Measurement, Customer Demand Planning, Operational Performance Management, Inventory Management, Inventory and Warehousing, Return On Investment, Promotional Strategies, Key Performance Indicators (KPIs), Product Promotion, ChatGPT, Engineering
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Command-Line Interface, Virtualization and Virtual Machines, Network Security, Virtualization, Operating Systems, Hardware Troubleshooting, Information Technology Operations, Network Troubleshooting, Computer Hardware, Network Support, Cloud Computing, Mac OS, Security Controls, Microsoft Windows, Information Systems Security, System Configuration, Operating System Administration, Network Infrastructure, Data Storage, Peripheral Devices
Intermediate · Specialization · 3 - 6 Months