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Explore the Predictive Modeling Course Catalog
University of Colorado Boulder
Skills you'll gain: Predictive Analytics, Exploratory Data Analysis, Business Analytics, Data Analysis, Statistical Modeling, Data Visualization Software, Regression Analysis, Machine Learning Methods, Supervised Learning, Decision Tree Learning, Data Cleansing, Data Transformation, Artificial Neural Networks
University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Predictive Modeling, Regression Analysis, Microsoft Excel, Forecasting, Pivot Tables And Charts, Data Transformation, Data Cleansing, Statistical Methods, Business Analytics
University of California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Classification And Regression Tree (CART), Regression Analysis, Decision Tree Learning, Statistical Modeling, Supervised Learning, Data Modeling, Data Analysis, Analytics, Descriptive Analytics, Forecasting, Machine Learning, Unsupervised Learning
Skills you'll gain: Supervised Learning, Applied Machine Learning, Matlab, Regression Analysis, Predictive Modeling, Classification And Regression Tree (CART), Machine Learning, Predictive Analytics, Feature Engineering, Statistical Modeling, Data Cleansing, Sampling (Statistics)
Edureka
Skills you'll gain: Probability Distribution, Predictive Modeling, Exploratory Data Analysis, Statistical Methods, Statistical Inference, Data Analysis, Statistical Analysis, Probability & Statistics, Statistical Hypothesis Testing, Descriptive Statistics, Data Cleansing, Data Validation, Regression Analysis, Feature Engineering, Data Processing, Program Evaluation, Machine Learning, Decision Tree Learning
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Classification And Regression Tree (CART), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Jupyter, Data Ethics, Decision Tree Learning, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Python Programming, Artificial Neural Networks
Duke University
Skills you'll gain: Regression Analysis, Statistical Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Data Analysis, Statistical Methods, Exploratory Data Analysis, Predictive Modeling
University of Colorado Boulder
Skills you'll gain: Data Storytelling, Data Presentation, Data Governance, Data Visualization, Predictive Analytics, Exploratory Data Analysis, Analytics, Business Analytics, Data Storage, Data Management, Big Data, Risk Analysis, Databases, Data Visualization Software, Presentations, Data Analysis, Statistical Modeling, Decision Making, Business Intelligence, Data Cleansing
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Dimensionality Reduction, Random Forest Algorithm, Regression Analysis, Artificial Neural Networks
University of Pennsylvania
Skills you'll gain: Mathematical Modeling, Statistical Modeling, Regression Analysis, Business Modeling, Financial Modeling, Business Mathematics, Predictive Modeling, Probability, Operations Research, Business Process Modeling, Business Risk Management, Statistical Analysis, Probability Distribution, Simulation and Simulation Software
- Status: Free
Yale University
Skills you'll gain: Investment Banking, Risk Management, Financial Market, Financial Regulation, Financial Services, Finance, Business Risk Management, Securities (Finance), Financial Policy, Capital Markets, Behavioral Economics, Banking, Corporate Finance, Governance, Insurance, Underwriting, Equities, Derivatives, Mortgage Loans, Decision Making
Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Predictive Analytics, Big Data, Regression Analysis, Data Analysis Software, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Cleansing, Statistical Hypothesis Testing
In summary, here are 10 of our most popular predictive modeling courses
- Predictive Modeling and Analytics :Â University of Colorado Boulder
- Introduction to Predictive Modeling:Â University of Minnesota
- Predictive Modeling, Model Fitting, and Regression Analysis:Â University of California, Irvine
- Predictive Modeling and Machine Learning with MATLAB:Â MathWorks
- Predictive Modeling with Python :Â Edureka
- Machine Learning:Â DeepLearning.AI
- Linear Regression and Modeling :Â Duke University
- Advanced Business Analytics:Â University of Colorado Boulder
- Applied Machine Learning in Python:Â University of Michigan
- Fundamentals of Quantitative Modeling:Â University of Pennsylvania