Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Procurement, Strategic Sourcing, Contract Negotiation, Negotiation, Supplier Management, Purchasing, Supplier Relationship Management, Supplier Performance Management, Proposal Development, Cost Estimation, Excel Formulas, Cost Reduction, Cost Benefit Analysis, Microsoft Excel, Data-Driven Decision-Making, Risk Management, Service Level
Advanced · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Social Impact, Demography, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Trend Analysis, Entrepreneurship, Business Strategies, Sustainable Development, Feasibility Studies, Solution Delivery, International Relations, Business Ethics, Case Studies, International Finance, Risk Control, Compliance Management, Governance
★ 4.7 (1.8K) · Beginner · Specialization · 3 - 6 Months

The Chinese University of Hong Kong
Skills you'll gain: Model Optimization, Debugging, Mathematical Modeling, Operations Research, Model Evaluation, Applied Mathematics, Combinatorics, Computational Logic, Code Reusability, Algorithms
★ 4.9 (142) · Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Cyber Security Assessment, Responsible AI, Cybersecurity, AI Integrations, Threat Detection, Incident Response, AI Security, AI literacy, Generative AI, Security Testing, Risking
★ 4.9 (28) · Intermediate · Course · 1 - 4 Weeks
Scrum Alliance
Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, Prompt Engineering Tools, Agile Product Development, AI Enablement, Agile Methodology, Scrum (Software Development), Backlogs, AI Integrations, Artificial Intelligence, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Estimation
★ 3.5 (6) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Marketing Analytics, Key Performance Indicators (KPIs), Google Analytics, Campaign Management, Pivot Tables And Charts, Marketing Effectiveness, Marketing Planning, Data-Driven Marketing, Performance Measurement, Digital Marketing Campaigns, Digital Marketing, Data Presentation, Paid media, Data Visualization, Google Ads, Marketing Budgets
★ 4.6 (2.3K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Transformation, SPSS (Software), SPSS, Statistical Visualization, Statistical Analysis, Data Manipulation, Data Wrangling, Data Visualization Software, Data Processing, Data Analysis, Statistical Software, Data Import/Export, Descriptive Statistics, Data Analysis Software, Graphing
★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology
★ 4.6 (81) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Workflow Management, AI powered creativity, Generative AI, AI Workflows, Content Creation, Branding, Artificial Intelligence, Content Management
Beginner · Guided Project · Less Than 2 Hours

John Wiley & Sons
Skills you'll gain: Database Systems, Database Management, Database Administration, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, Database Software, Database Theory, Transaction Processing, Scripting, Scripting Languages, Disaster Recovery, SQL, Data Security, NoSQL, Data Manipulation, Data Analysis
Intermediate · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Blockchain, Business Leadership, FinTech, Business Transformation, Strategic Leadership, Leadership, Supply Chain, Emerging Technologies, Regulation and Legal Compliance, Supply Chain Management, Legal Risk, Business Ethics, Business, Compliance Management, Business Planning, Cryptography, Cloud Computing, Distributed Computing, Cloud Computing Architecture, Artificial Intelligence
Intermediate · Course · 1 - 3 Months