Predictive analytics courses can help you learn data collection techniques, statistical modeling, and machine learning fundamentals. You can build skills in interpreting data patterns, making forecasts, and evaluating model performance. Many courses introduce tools like R, Python, and Tableau, that support analyzing datasets and visualizing results. You'll also explore key topics such as regression analysis, time series forecasting, and risk assessment, equipping you to make informed decisions based on predictive insights.

Skills you'll gain: Text Mining, Data Processing, Microsoft Azure, Cloud Storage, Database Development, Data Storage, Data Storage Technologies, Unstructured Data, Application Development
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Excel Macros, Data Presentation, Data Analysis, Data Visualization Software, Data Security, Data Integrity, Automation
Mixed · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: NoSQL, Big Data, Apache Hadoop, Apache Spark, Data Infrastructure, Real Time Data, Apache Kafka, Data Management, Apache Cassandra, Apache Hive, Data Lakes, Data Storage Technologies, MongoDB, Databases, Data Ethics, Data Architecture, Database Management Systems, Distributed Computing, Data Processing, Cloud Computing
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Plot (Graphics), Generative AI, Vector Databases, LLM Application, Text Mining, Dimensionality Reduction
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Enablement, AI Product Strategy, Market Research, Financial Forecasting, AI Personalization, Strategic Thinking, Business Solutions, Market Analysis, Market Data, LLM Application, Generative AI, Supply Chain Planning, Strategic Decision-Making, Supply Chain Management, Digital Transformation, Innovation, AI Integrations, Forecasting, Customer Support, Large Language Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability
Intermediate · Course · 1 - 4 Weeks
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Competitive Analysis, Game Theory, Business Strategy, Product Strategy, Strategic Marketing, Competitive Intelligence, Strategic Thinking, Corporate Strategy, Market Dynamics, Go To Market Strategy, New Product Development, Strategic Partnership, Strategic Decision-Making, Market Analysis, Market Opportunities, Design and Product, Decision Making, Innovation, Coordination
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Demand Planning, Time Series Analysis and Forecasting, Trend Analysis, Market Trend, Forecasting, Strategic Decision-Making, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Strategic Thinking, Decision Making, Performance Measurement, Business Strategy, Market Opportunities, Performance Analysis, Business Planning, Key Performance Indicators (KPIs), Gap Analysis, Variance Analysis, Business Development
Beginner · Course · 1 - 4 Weeks

University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Technical Communication, Statistical Reporting, R Programming, Statistical Analysis, Statistical Modeling, Statistical Programming, Data Analysis, Statistical Software, Time Series Analysis and Forecasting, R (Software), Markov Model, Statistical Methods, Sampling (Statistics), Simulations, Model Evaluation, Probability Distribution
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Extract, Transform, Load, Database Architecture and Administration, Data Visualization, Database Design, Dashboard Creation, Data Modeling, MySQL, Dashboard, Business Intelligence, Database Management, Data Architecture, Data Pipelines, PostgreSQL, Statistical Reporting, Shell Script, SQL, Data Transformation, Data Import/Export
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Data Integration, Interactive Data Visualization, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Customer Retention
Intermediate · Guided Project · Less Than 2 Hours

University of Michigan
Skills you'll gain: Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks