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Explore the Predictive Modeling Course Catalog
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
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 Colorado Boulder
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Regression, Data Model, Statistical Analysis, Exploratory Data Analysis, Business Analysis, Correlation And Dependence, Machine Learning
University of Washington
Skills you'll gain: Regression Analysis, Applied Machine Learning, Feature Engineering, Machine Learning, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Bayesian Statistics, Statistical Modeling, Deep Learning, Data Mining, Computer Vision, Statistical Machine Learning, Text Mining, Machine Learning Algorithms, Big Data, Statistical Inference, Dimensionality Reduction
Skills you'll gain: Supervised Learning, Applied Machine Learning, Matlab, Regression Analysis, Predictive Modeling, Classification And Regression Tree (CART), Machine Learning, Feature Engineering, Predictive Analytics, Statistical Modeling, Data Cleansing, Sampling (Statistics)
Edureka
Skills you'll gain: Data Analysis, Machine Learning, Statistical Analysis
Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Jupyter, Applied Machine Learning, 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, Artificial Neural Networks
- Status: Free
Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Feature Engineering, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Cleansing, Data Transformation
- Status: Free
Coursera Project Network
Skills you'll gain: Data Analysis, Data Visualization, Machine Learning, Python Programming, R Programming
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, Business Intelligence, Data Visualization Software, Data-Driven Decision-Making, Presentations, Data Analysis, Strategic Decision-Making, 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
In summary, here are 10 of our most popular predictive modeling courses
- Predictive Modeling, Model Fitting, and Regression Analysis:Â University of California, Irvine
- Introduction to Predictive Modeling:Â University of Minnesota
- Predictive Modeling and Analytics :Â University of Colorado Boulder
- Machine Learning:Â University of Washington
- Predictive Modeling and Machine Learning with MATLAB:Â MathWorks
- Predictive Modeling with Python :Â Edureka
- Machine Learning:Â DeepLearning.AI
- Regression & Forecasting for Data Scientists using Python:Â EDUCBA
- Build and deploy a stroke prediction model using R:Â Coursera Project Network
- Linear Regression and Modeling :Â Duke University