Regression courses can help you learn statistical modeling, data analysis techniques, and how to interpret relationships between variables. You can build skills in linear regression, logistic regression, and understanding residuals, along with evaluating model performance. Many courses introduce tools like R, Python, and Excel, that support conducting analyses and visualizing data, allowing you to apply these skills in practical work such as predicting outcomes and making informed decisions based on data.

Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Data Visualization, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Model Evaluation, Logistic Regression, Business Analytics, Predictive Analytics, Data Mining, Dimensionality Reduction, Plot (Graphics), Data-Driven Decision-Making, Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Predictive Modeling, Data Modeling, Analytics, Analytical Skills, Data Visualization Software, Statistical Visualization
Credit offered
Mastertrack · 6 - 12 Months

Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Financial Data, Artificial Intelligence, Data Visualization, Natural Language Processing, R Programming
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Dimensionality Reduction, Classification Algorithms, Anomaly Detection, Artificial Intelligence, Machine Learning, Regression Analysis, Probability & Statistics, Data Ethics, Image Analysis, Natural Language Processing, Linear Algebra, Responsible AI, Computer Vision, Embedded Systems, Autoencoders, Model Evaluation, Applied Machine Learning, Probability
Credit offered
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Science, Descriptive Analytics, Supervised Learning, Plot (Graphics), Matplotlib, Predictive Modeling, Regression Analysis, Data Visualization, Data Analysis, Machine Learning Algorithms, Visualization (Computer Graphics), Pandas (Python Package), Data-Driven Decision-Making, Data Visualization Software
Credit offered
Mastertrack · 6 - 12 Months

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management Systems, Probability, Economics, SQL, Data Compilation, Dimensionality Reduction, Statistical Methods, Statistical Inference, Lifelong Learning, Regression Analysis, Graphing, Surveys, International Finance
Postgraduate Diploma · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Cash Flows, Business Analysis, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package), Simulations, Project Planning
Earn a degree
Degree · 1 - 4 Years

University of Colorado System
Skills you'll gain: Predictive Modeling, Clinical Data Management, Intensive Care Unit, Risk Modeling, Clinical Practices, Patient Evaluation, Decision Support Systems, Applied Machine Learning, Health Informatics, Model Evaluation, Qualitative Research, Data Analysis, Model Deployment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Classification Algorithms, Network Architecture
Intermediate · Course · 1 - 4 Weeks