Predictive Analytics Courses for Beginners
Beginner predictive analytics courses can help you learn data collection techniques, statistical analysis, and the basics of modeling. You can build skills in interpreting data trends, making forecasts, and evaluating model performance. Many courses introduce tools like Excel for data manipulation, R for statistical computing, and Python for building predictive models, demonstrating how these skills are applied in practical work such as sales forecasting, customer segmentation, and risk assessment.
Popular Beginner Predictive Analytics Courses and Certifications
Status: Free TrialUniversity of Pennsylvania
Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
Status: Free TrialUniversity of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting, Quality Control
Status: NewStatus: Free TrialUniversity of Pittsburgh
Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
Status: Free TrialUniversity of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Data Preprocessing, Business Modeling, Business Analytics, Workforce Management, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Statistics, Predictive Analytics
Status: Free TrialSkills you'll gain: Generative AI, Financial Forecasting, Predictive Modeling, Financial Data, Market Data, Predictive Analytics, Financial Analysis, Portfolio Management, Advanced Analytics, Risk Management, Investment Management, Risk Analysis, Spreadsheet Software, Financial Reporting, Interactive Data Visualization, Analysis, Power BI, Automation
Status: Free TrialSkills you'll gain: Statistical Visualization, Big Data, Data Analysis, Statistical Analysis, Apache Hadoop, Apache Hive, Data Collection, Data Mart, Data Science, Data Warehousing, Data Visualization, Analytics, Data Cleansing, Apache Spark, Data Lakes, Data Presentation, Data Transformation, Microsoft Excel
What brings you to Coursera today?
Status: NewStatus: PreviewSkills you'll gain: Analytical Skills
Status: Free TrialStatus: AI skillsDeepLearning.AI
Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
Status: PreviewSkills you'll gain: Marketing Management, Case Studies, Data Preprocessing, Artificial Intelligence, Emerging Technologies, Exploratory Data Analysis
Status: NewStatus: Free TrialSkills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Predictive Analytics, Statistical Methods, Descriptive Statistics, Analytics, Business Analytics, Predictive Modeling, Forecasting, Advanced Analytics, Statistical Modeling, Quantitative Research, Case Studies
Status: NewStatus: Free TrialMicrosoft
Skills you'll gain: Clinical Informatics, Microsoft Azure, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, Microsoft Teams, Machine Learning, Health Informatics, Healthcare Ethics, Medical Imaging, Predictive Analytics, Azure Synapse Analytics, Cloud Computing Architecture, Model Evaluation, Cloud Computing, Medical Equipment and Technology, Clinical Data Management
Status: Free TrialStatus: AI skillsGoogle
Skills you'll gain: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, R (Software), Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Object Oriented Programming (OOP), Data Structures, Interviewing Skills, Applicant Tracking Systems
Searches related to predictive analytics
In summary, here are 10 of our most popular predictive analytics courses
- Intro to Predictive Analytics Using Python:Â University of Pennsylvania
- Predictive Analytics Project Ideation:Â University of Minnesota
- Mathematical Foundations for Data Science and Analytics:Â University of Pittsburgh
- Analytics for Decision Making:Â University of Minnesota
- GenAI for Financial Analysts: Essential Predictive Analytics:Â Coursera
- Introduction to Data Analytics:Â IBM
- Apply Business & Data Analytics for Smarter Decisions:Â EDUCBA
- DeepLearning.AI Data Analytics:Â DeepLearning.AI
- Generative AI's Applications in Marketing Analytics:Â Edureka
- Predictive Analytics & Modeling with Minitab:Â EDUCBA
