Analytics courses can help you learn data visualization, statistical analysis, predictive modeling, and data storytelling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Excel, Tableau, and Python, that support analyzing data and automating processes.

Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, LangChain, LangGraph, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Large Language Modeling, Analytics, Software Design Patterns
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Data Pipelines, Data Lakes, Apache Kafka, Big Data, Extract, Transform, Load, Real Time Data, Data Architecture, Tensorflow, Data Integration, Data Processing, Query Languages, Data Warehousing, Apache Spark, SQL, Unstructured Data, Data Quality, Dashboard Creation
Intermediate · Specialization · 3 - 6 Months

Wesleyan University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Statistical Software, Correlation Analysis, Statistical Programming, Data Analysis Software, SAS (Software), Data Analysis, Statistical Methods, Quantitative Research, Data Manipulation, Probability & Statistics, Statistical Modeling, Analytical Skills, Data Management, Statistical Inference
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Rmarkdown, Data Presentation, Data Ethics, Data Storytelling, Data Cleansing, Stakeholder Communications, Analytical Skills, Data-Driven Decision-Making, Stakeholder Management, Interactive Data Visualization, Data Visualization Software, Data Validation, Dashboard Creation, Dashboard, Ggplot2, Interviewing Skills, Case Studies, Data Access, Spreadsheet Software, Data Analysis
Beginner · Professional Certificate · 3 - 6 Months

University of Colorado System
Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Query Languages, Business Analytics, Data Architecture, Analytical Skills, Data Storage Technologies
Mixed · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Data Preprocessing, Text Mining, Machine Learning, Big Data, Model Evaluation, Performance Metric
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Data Lakes, Apache Kafka, Data Processing, Big Data, Extract, Transform, Load, Model Deployment, Apache Spark, Systems Design, Real Time Data, Data Architecture, Data Integration, Data Warehousing, Data Infrastructure, Data Quality, Apache Hadoop, Data Security, Unstructured Data
Intermediate · Specialization · 3 - 6 Months

University of Toronto
Skills you'll gain: Bioinformatics, Molecular Biology, R (Software), Informatics, Network Analysis, Data Analysis, Data Visualization Software, Data Processing, Scientific Visualization, Structural Analysis, Heat Maps
Beginner · Course · 1 - 3 Months

Skills you'll gain: Risk Analysis, Google Sheets, Financial Analysis, Risk Management, Quantitative Research, Spreadsheet Software, Statistical Analysis, Statistical Methods, Statistics, Market Data, Return On Investment, Probability & Statistics, Equities, Performance Measurement, Descriptive Analytics
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Unix Commands, Bioinformatics, grep, Unix Shell, Unix, Data Management, Information Management, Command-Line Interface, Linux Commands, Molecular Biology, Bash (Scripting Language), Big Data, Data Manipulation, File Management, Data Analysis Software, Data Processing, Bed Management, Data Pipelines, Life Sciences, Text Mining
Mixed · Course · 1 - 4 Weeks

Akamai Technologies, Inc.
Skills you'll gain: Endpoint Security, Computer Security Incident Management, Security Management, Databases, Operating System Administration, Routing Protocols, Database Development, Database Design, Application Development, Network Architecture, Linux Commands, TCP/IP, Operating Systems, Web Design and Development, Cascading Style Sheets (CSS), Web Development, Data Structures, File I/O, Data Analysis, Software Development
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Innovation, Product Management, Product Marketing, Product Development, Stakeholder Engagement, Competitive Analysis, Product Planning, Communication Planning, Product Strategy, Business Strategy, Business Development, Product Lifecycle Management, Ideation, Market Analysis, Product Knowledge, Communication, Stakeholder Management, Media and Communications, Communication Strategies, Leadership
Beginner · Course · 1 - 3 Months