Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.

Coursera
Skills you'll gain: Specialized Sales, Sales Strategy, Sales, B2B Sales, Go To Market Strategy, Consumer Behaviour, New Business Development, Sales Process, Sales Pipelines, Value Propositions, Marketing Psychology, Customer Analysis, Strategic Thinking, Product Knowledge, Business Strategy, Marketing Channel, Target Audience, Target Market, Strategic Decision-Making, Marketing Analytics
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Natural Language Processing, Machine Learning Algorithms, Data Preprocessing, Model Training, Python Programming
Build toward a degree
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Business Metrics, Business Analytics, Analytics, Tableau Software, Case Studies, Marketing Analytics, Cash Flows, Big Data, Business Analysis, Key Performance Indicators (KPIs), Spreadsheet Software, Data Analysis, Data-Driven Decision-Making, Web Analytics, Performance Metric, Data Literacy, Database Software, E-Commerce
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Microsoft Copilot, Data Ethics, Law, Regulation, and Compliance, Generative AI, Responsible AI, Data Governance, Microsoft 365, Personalized Campaigns, AI powered creativity, Sales Enablement, Marketing Automation, Marketing Operations, Customer experience improvement, Regulatory Compliance, Business Process Automation, Compliance Management, AI literacy, Microsoft Office, Critical Thinking
Beginner · Specialization · 1 - 3 Months

Peking University
Skills you'll gain: Bioinformatics, Life Sciences, Molecular Biology, Informatics, Molecular, Cellular, and Microbiology, Pharmacology, Biology, Data Analysis Software, Predictive Modeling, Data Mapping, Data Pipelines, Data Processing
Mixed · Course · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Responsible AI, Data Ethics, Data-Driven Decision-Making, AI Enablement, Strategic Decision-Making, AI Product Strategy, Strategic Thinking, Business Analytics, Artificial Intelligence, Decision Support Systems, AI Integrations, Decision Making, Operational Efficiency, Organizational Strategy, Stakeholder Engagement, Business Strategy, Corporate Strategy, Overcoming Objections
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Cloud Computing, Development Environment
Mixed · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Customer experience improvement, Customer Service, Customer Retention, Customer experience strategy (CX), Client Services, Customer Complaint Resolution, Customer Relationship Building, Customer Engagement, Brand Loyalty, Experience Design, Process Analysis, Process Improvement, Continuous Improvement Process
Mixed · Course · 1 - 4 Weeks

KodeKloud
Skills you'll gain: Amazon Bedrock, AWS SageMaker, Generative Model Architectures, Risking, Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, AWS Identity and Access Management (IAM), Cloud Solutions, Cloud Engineering, Cloud Development, Cloud Computing, Cloud Management, Cloud Services, Automation
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Software, Model Training, Data Preprocessing, Data Processing, Hugging Face, Classification Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, AI Security, Containerization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Data Visualization, Pandas (Python Package), Jupyter, Data Import/Export, Data Science, Data Analysis, Analytical Skills, Python Programming, Scripting, Data Manipulation
Beginner · Guided Project · Less Than 2 Hours