Linear Algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing dimensionality reduction, and applying concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and software for computational mathematics, that support implementing algorithms and visualizing data in various applications, including artificial intelligence and AI-driven models.
Madecraft
Skills you'll gain: Regression Analysis, Data Storytelling, Data Analysis Software, Data Visualization, Statistical Analysis, Data Presentation, SPSS, Data Analysis, Statistical Modeling, R Programming, Statistical Reporting, Scatter Plots, Correlation Analysis, Statistical Methods, Predictive Analytics, Microsoft Excel, Model Evaluation, Analytical Skills, Estimation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Unstructured Data, Data Engineering, Data Cleansing, Responsible AI, Data Processing, Data Quality, Data Governance, Data Lakes, Text Mining, Data Capture, AI Workflows, Data Architecture, Document Management, Taxonomy, Retrieval-Augmented Generation, Metadata Management, Personally Identifiable Information, Information Architecture, Data Collection, Release Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Financial Forecasting, Model Evaluation, Forecasting, Regression Analysis, Feature Engineering, Data Preprocessing, Advanced Analytics, Statistical Analysis, Predictive Modeling, Predictive Analytics, Correlation Analysis, Analytics, Analysis, Data Modeling, Finance, Business, Performance Analysis, Decision Making
★ 4.7 (65) · Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: ChatGPT, Artificial Intelligence, AI Workflows, AI literacy, Prompt Engineering, No-Code Development, LLM Application, Context Engineering, Unstructured Data, Data Validation, Verification And Validation, Information Architecture, Dashboard Creation, Analysis
Beginner · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Kubernetes, Containerization, Docker (Software), Cloud-Native Computing, DevOps, Microservices, Application Deployment, Cloud Computing, Virtual Machines, Cloud Technologies, Software Architecture, Vulnerability Assessments, Information Technology Architecture, Data Architecture, Security Software, Information Architecture, Software Development, Data Storage Technologies, Information Technology, Virtual Environment
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Exploratory Data Analysis, Data Analysis, Business Analytics, Descriptive Analytics, Descriptive Statistics, Analytics, Analytical Skills, Statistical Analysis, Statistical Visualization, Data Visualization, Correlation Analysis, Histogram, Box Plots, Statistical Methods, Plot (Graphics), Scatter Plots, Statistics, Data Presentation, Graphing
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, A/B Testing, Statistical Analysis, Statistical Methods, Statistical Inference, Business Analytics, Statistics, Probability & Statistics, Sampling (Statistics), Correlation Analysis, Business Metrics, Data-Driven Decision-Making, Statistical Reporting, Variance Analysis, Estimation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Dashboard Creation, Dashboard, Descriptive Statistics, Correlation Analysis, Business Metrics, Data Presentation, Scatter Plots, Data Analysis, Key Performance Indicators (KPIs), Tableau Software, Statistical Visualization, Data Visualization, Statistical Reporting, Business Analytics, Descriptive Analytics, Data Visualization Software, Data Analysis Software, Data Processing, Data Architecture
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Asset Management, Financial Market, Risk Management, Risk Modeling, Finance, Risk Analysis, Financial Forecasting, Forecasting, Financial Analysis, Correlation Analysis, Benchmarking, Variance Analysis
Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Sustainability, Key Performance Indicators (KPIs), Sustainability Reporting, Dashboard, Performance Measurement, Sustainable Systems, Sustainability Standards, Sustainable Development, Correlation Analysis, Sustainable Design, Process Development, Organizational Strategy, Data-Driven Decision-Making, Power BI, Process Improvement, Microsoft Copilot, Change Management, Data Visualization
Advanced · Course · 1 - 3 Months

Chegg Skills
Skills you'll gain: UI/UX Research, User Research, Design Research, User Experience Design, User Experience, UI/UX Strategy, Usability, Human Centered Design, Interaction Design, Journey Mapping, Product Design, Design Thinking, Visual Design, Wireframing, Figma (Design Software), Prototyping, Artificial Intelligence, Information Architecture, Web Content Accessibility Guidelines, Generative AI
Beginner · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Supervised Learning, Applied Machine Learning, Feature Engineering, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Model Training, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Regression Analysis, Bayesian Statistics, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Classification Algorithms, Decision Tree Learning, Model Optimization, Data Preprocessing, Probability & Statistics
Intermediate · Course · 1 - 3 Months