Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

University of Pennsylvania
Skills you'll gain: Fundraising, Non-Profit Accounting, Philanthropy, Law, Regulation, and Compliance, Governance, Compliance Management, Regulatory Compliance, Lobbying, Labor Law, Tax Compliance, Accountability, Tax Laws, Advocacy, Organizational Structure, Social Impact
Intermediate · Course · 1 - 4 Weeks

Alibaba Cloud Academy
Skills you'll gain: Relational Databases, Load Balancing, Cloud Computing, Database Management, Cloud Infrastructure, Cloud Computing Architecture, Cloud Security, Data Security, Servers, Cloud Storage, Data Storage Technologies, Scalability, Encryption, Disaster Recovery
Beginner · Course · 1 - 3 Months

Skills you'll gain: Process Mapping, Lean Six Sigma, Six Sigma Methodology, Process Improvement, Quality Improvement, Risk Management, Continuous Improvement Process, Business Requirements, Customer Analysis, Key Performance Indicators (KPIs), Performance Measurement, Project Documentation, Project Scoping, Goal Setting
Beginner · Course · 1 - 4 Weeks

Rutgers the State University of New Jersey
Skills you'll gain: Supply Chain Management, Strategic Sourcing, Forecasting, Supply Chain Planning, Materials Management, Procurement, Supplier Management, Inventory Management System, Cash Management, Business Process Reengineering, Payment Processing, Product Quality (QA/QC)
Advanced · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Cybersecurity, Network Security, Cyber Attacks, Information Systems Security, Firewall, Malware Protection, Intrusion Detection and Prevention, Brute-force attacks, Hardening, Internet Of Things, Threat Detection, Network Analysis
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Pump Stations, Blueprint Reading, Process Flow Diagrams, Hydraulics, Building Services Engineering, Engineering Drawings, Safety Standards, Structural Analysis, System Requirements, Engineering Calculations, Technical Standard
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Human Resources, Data Ethics, Generative AI, AI Enablement, Recruitment, Talent Recruitment, Employee Engagement, Human Resource Strategy, AI Personalization, Employee Performance Management, Automation, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Data-Driven Decision-Making
Beginner · Course · 1 - 3 Months

Accenture
Skills you'll gain: Microsoft Excel, Computer Literacy, Data Security, Emerging Technologies, digital literacy, Data Analysis, Data Collection, Computer Programming, Digital Communications, Web Development, Technology Solutions, Blockchain, Javascript, Python Programming, Cloud Computing, Artificial Intelligence, Computer Hardware
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Encryption, Public Key Infrastructure, Cryptography, Data Security, Cryptographic Protocols, Advanced Encryption Standard (AES), Cybersecurity, Network Security, Blockchain, Authentications, Data Integrity, Classification Algorithms
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Stakeholder Management, Technical Management, Engineering Management, Negotiation, Mentorship, Leadership, Courage, Growth Mindedness, Business Leadership, Team Leadership, Office Management, Collaboration, Professional Development, Visionary, Personal Development, Accountability, Positivity, Resilience
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Surveys, Survey Creation, User Feedback, Parent Communication, Constructive Feedback, Teaching, Professional Development, Instructional Strategies
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Design Strategies, Mathematics Education, Simulations, Simulation and Simulation Software, User Feedback, Scientific Visualization, Display Devices
Intermediate · Course · 1 - 3 Months