Regression Models Courses
Regression models courses can help you learn statistical analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting coefficients, assessing model fit, and performing variable selection. Many courses introduce tools like R, Python, and Excel, that support implementing regression techniques and analyzing data sets.
Popular Regression Models Courses and Certifications
University of California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning
Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Statistical Methods, Verification And Validation, Plot (Graphics), Performance Metric
Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Linear Algebra
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Methods, Correlation Analysis, Predictive Modeling, Statistical Modeling, Machine Learning, Model Evaluation, Variance Analysis, Python Programming
Corporate Finance Institute
Skills you'll gain: Regression Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Model Evaluation
University of Colorado Boulder
Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Data Visualization, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Data Analysis, Classification Algorithms, Statistical Machine Learning, Microsoft Excel, Data Preprocessing, Decision Tree Learning, Graphing, Data Cleansing, Artificial Neural Networks
University of Pittsburgh
Skills you'll gain: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Data-Driven Decision-Making, Statistical Inference, Predictive Analytics, Statistical Analysis, Probability Distribution, Machine Learning Algorithms, Computational Thinking
Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Strategic Decision-Making, Predictive Modeling, Regression Analysis, Data Visualization, Decision Making, Decision Tree Learning, Keras (Neural Network Library)
University of Pittsburgh
Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistics, Statistical Inference, Applied Mathematics, Python Programming, Machine Learning, Algorithms
Skills you'll gain: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Model Evaluation, Statistical Analysis
Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Machine Learning Methods, Classification Algorithms, Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Logistic Regression, Random Forest Algorithm
