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Explore the Predictive Modeling Course Catalog
- Status: Free Trial
University of Washington
Skills you'll gain: Regression Analysis, Predictive Modeling, Supervised Learning, Statistical Modeling, Applied Machine Learning, Predictive Analytics, Feature Engineering, Machine Learning, Statistical Methods, Python Programming, Data Manipulation, Algorithms, Performance Testing
- Status: Free Trial
University of Michigan
Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Statistical Programming, Regression Analysis, Predictive Modeling, Jupyter, Exploratory Data Analysis, Correlation Analysis, Probability Distribution, Python Programming, Data Visualization Software
- Status: NewStatus: Free Trial
Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, OpenAI, Multimodal Prompts, Responsible AI, Prompt Engineering, PyTorch (Machine Learning Library), Image Analysis, Computer Vision, Application Deployment, Performance Tuning
- Status: NewStatus: Free Trial
Dartmouth College
Skills you'll gain: Business Ethics, Predictive Modeling, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Digital Transformation, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Supervised Learning, Python Programming, Data Quality, Cloud Platforms, Performance Metric, Artificial Neural Networks
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, R Programming, Predictive Modeling, Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Regression Analysis, Data Science, Classification And Regression Tree (CART), Statistical Inference, Statistical Analysis, Rmarkdown, Statistical Methods, Probability & Statistics, Machine Learning, Descriptive Statistics
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Inference, Data Analysis, Statistical Modeling, Statistical Analysis, Probability & Statistics
- Status: Free Trial
University of Colorado System
Skills you'll gain: Statistical Software, Marketing Analytics, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
- Status: Free Trial
Coursera Instructor Network
Skills you'll gain: Generative Model Architectures, Generative AI, Applied Machine Learning, Statistical Modeling, Prompt Engineering, Large Language Modeling, Strategic Decision-Making, Machine Learning, Systems Integration, Software Development, Scalability, Innovation
- Status: NewStatus: Preview
O.P. Jindal Global University
Skills you'll gain: Mathematical Modeling, Network Model, Business Modeling, Microsoft Excel, Process Optimization, Business Analytics, Predictive Modeling, Operational Analysis, Data-Driven Decision-Making, Applied Machine Learning, Analytical Skills, Analysis, Case Studies, Bayesian Statistics
- 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, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis
- Status: Free Trial
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Machine Learning Algorithms, Markov Model, Machine Learning, Statistical Modeling, Unstructured Data, Statistical Methods, Probability & Statistics, Algorithms, Test Data
In summary, here are 10 of our most popular predictive modeling courses
- Machine Learning: Regression:Â University of Washington
- Fitting Statistical Models to Data with Python:Â University of Michigan
- Generative AI and Large Language Models:Â Coursera
- Predictive Analytics:Â Dartmouth College
- Modeling Data in the Tidyverse:Â Johns Hopkins University
- Quantifying Relationships with Regression Models:Â Johns Hopkins University
- Regression Modeling for Marketers:Â University of Colorado System
- GenAI and Model Selection:Â Coursera Instructor Network
- Prescriptive Analytics:Â O.P. Jindal Global University
- Building Regression Models with Linear Algebra:Â Howard University