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Explore the Predictive Modeling Course Catalog
- Status: Free Trial
Skills you'll gain: Unsupervised Learning, Regression Analysis, Machine Learning Algorithms, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Methods, Supervised Learning, Feature Engineering, Classification And Regression Tree (CART), Performance Tuning, Algorithms
- Status: Free Trial
Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Artificial Neural Networks
- Status: Free Trial
University of Michigan
Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, Artificial Intelligence, Visualization (Computer Graphics), Natural Language Processing, Image Analysis
- Status: Free Trial
University of Minnesota
Skills you'll gain: Operations Research, Supply Chain, Business Analytics, Mathematical Modeling, Manufacturing Operations, Operations Management, Workforce Planning, Microsoft Excel, Resource Allocation, Finance, Analytics, Production Planning, Investment Management, Decision Making
- Status: Free Trial
University of Michigan
Skills you'll gain: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Statistical Modeling, Classification And Regression Tree (CART), Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis, Risk Analysis, Descriptive Statistics
- Status: Free Trial
University of Pennsylvania
Skills you'll gain: Feature Engineering, Unsupervised Learning, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Random Forest Algorithm, Scikit Learn (Machine Learning Library), Data Analysis, Regression Analysis, Machine Learning, Python Programming
- Status: Free Trial
Skills you'll gain: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Predictive Modeling, Automation, Anomaly Detection, Data Processing, Data Transformation, Data Manipulation, Object Oriented Programming (OOP)
- Status: NewStatus: Free Trial
Dartmouth College
Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Predictive Analytics, Advanced Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Business Mathematics, Data Science, Process Analysis, Feature Engineering, Complex Problem Solving, Python Programming, Decision Making, Linear Algebra, Cloud Computing
- Status: Free Trial
University of Washington
Skills you'll gain: Unsupervised Learning, Supervised Learning, Statistical Machine Learning, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Decision Tree Learning, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Graph Theory, Probability & Statistics, Big Data
- Status: Free Trial
University of Michigan
Skills you'll gain: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, Predictive Modeling
- Status: Free Trial
Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Mathematics, Machine Learning Methods, Linear Algebra, Small Data, Statistical Analysis, NumPy
Coursera Project Network
Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis
In summary, here are 10 of our most popular predictive modeling courses
- Build Regression, Classification, and Clustering Models:Â CertNexus
- Modeling Time Series and Sequential Data:Â SAS
- Generative AI: Forecasting Disruption:Â University of Michigan
- Advanced Models for Decision Making:Â University of Minnesota
- Logistic Regression and Prediction for Health Data:Â University of Michigan
- Intro to Predictive Analytics Using Python:Â University of Pennsylvania
- Building a Large-Scale, Automated Forecasting System:Â SAS
- Prescriptive Analytics:Â Dartmouth College
- Practical Predictive Analytics: Models and Methods:Â University of Washington
- Linear Regression Modeling for Health Data:Â University of Michigan