Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.

Creo Incubator
Skills you'll gain: Teamwork, Team Collaboration, Team Leadership, Team Motivation, Team Performance Management, Relationship Building, Workplace inclusivity, Trustworthiness, Collaboration, Intercultural Competence, Safety Culture, Drive Engagement, Cultural Sensitivity
Beginner · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Energy and Utilities, Hydraulics, Physical Science, Estimation, Mechanical Engineering, Mathematical Modeling, Engineering Analysis
Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Financial Reporting, Financial Acumen, Financial Data, Financial Statement Analysis, Financial Statements, Financial Accounting, Income Statement, Financial Analysis, Business Reporting, Risk Analysis, Cash Flows, Predictive Analytics, Financial Forecasting, Balance Sheet, Performance Measurement, Business Metrics, Financial Management, Performance Metric, Financial Planning, Key Performance Indicators (KPIs)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Architecture, Data Lakes, Data Engineering, Decision Intelligence, Database Architecture and Administration, Data Infrastructure, Systems Architecture, Data Warehousing, Enterprise Architecture, Solution Architecture, Dataflow, Data Pipelines, Data Governance, AI Workflows, AI Integrations, Vector Databases, Data Integrity, Site Reliability Engineering, Responsible AI, Requirements Analysis
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Automation, Innovation, Productivity
Intermediate · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI Enablement, AI Product Strategy, Generative AI, Responsible AI, Email Automation, Generative AI Agents, AI Personalization, Business Marketing, Microsoft Copilot, Personalized Campaigns, Data-Driven Decision-Making, Customer experience strategy (CX), Business Logic, Business Strategy, AI Workflows, Business, Business Process Improvement, Business Software
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Logistic Regression, Web Scraping, Data Visualization, Rmarkdown, Data Presentation, Data Storytelling, Version Control, Leaflet (Software), Statistical Modeling, Statistics, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Data Cleansing, Probability & Statistics, Data Manipulation, R Programming, Data Preprocessing, R (Software), Data Wrangling
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

The Expert Academy
Skills you'll gain: Rapport Building, Advocacy, Negotiation, Communication Strategies, Communication, Leadership, Relationship Building, Conflict Management, Resilience, Contract Negotiation, De-escalation Techniques, Persuasive Communication, Influencing, Collaboration, Stress Management, Executive Presence, Trustworthiness, Team Leadership, Leadership and Management, Diversity and Inclusion
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Futures Exchange, Derivatives, Financial Market, Financial Systems, Financial Trading, Capital Markets, Risk Management, Securities Trading, Investments, Risk Analysis, Financial Analysis, Finance
Mixed · Course · 1 - 4 Weeks

Salesforce
Skills you'll gain: Overcoming Objections, Prospecting and Qualification, Lead Generation, Sales Development, Sales Prospecting, Cold Calling, Inside Sales, Emotional Intelligence, Consultative Selling, Phone Sales, Selling Techniques, Consultative Approaches, Sales, Sales Strategy, Closing (Sales), General Sales Practices, Rapport Building, Demand Generation, Empathy, Cross-Channel Marketing
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Google Gemini, Digital Marketing, Anthropic Claude, Marketing Strategy and Techniques, Marketing Strategies, Digital Marketing Campaigns, Microsoft Copilot, Email Marketing, Digital Marketing Tools, Social Media Marketing, Search Engine Optimization, Prompt Engineering, Content Optimization, Advertising Campaigns, Content Creation, Market Research, Generative AI, Web Analytics and SEO, Competitive Analysis, Target Audience
Beginner · Specialization · 3 - 6 Months