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  • Regression Analysis

Regression Analysis Courses

Regression analysis courses can help you learn statistical modeling, hypothesis testing, and data interpretation. You can build skills in understanding relationships between variables, making predictions, and assessing model accuracy. Many courses introduce tools like R, Python, and Excel, which are commonly used for performing regression analysis and visualizing data trends.


More to explore:

Popular Regression Analysis Courses and Certifications


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    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Applied Plotting, Charting & Data Representation in Python

    Skills you'll gain: Matplotlib, Data Visualization, Data Visualization Software, Interactive Data Visualization, Scientific Visualization, Visualization (Computer Graphics), Statistical Visualization, Data Presentation, Graphing, Scatter Plots, Data Manipulation, Histogram, NumPy, Pandas (Python Package), Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    6.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Search Engine Optimization and Content Strategy

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Research, Competitive Intelligence, Digital Marketing, Content Creation, Content Performance Analysis, Data-Driven Decision-Making, ChatGPT, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Generative AI, Content Management, Analytics

    Intermediate · Specialization · 1 - 3 Months

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    LearnQuest

    Introduction to Data Science and scikit-learn in Python

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Classification Algorithms, Data Preprocessing, Data Analysis, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Science, Statistical Hypothesis Testing, Supervised Learning, Statistical Methods, Data Structures

    3.7
    Rating, 3.7 out of 5 stars
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    59 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Uncover Product Insights: Analyze Engagement Metrics

    Skills you'll gain: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Business Metrics, Performance Metric, Performance Analysis, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Advanced Dart Programming for Scalable Applications

    Skills you'll gain: Application Design, Scalability, Software Architecture, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering

    Advanced · Course · 1 - 4 Weeks

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    Kennesaw State University

    Six Sigma Tools for Analyze

    Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Process Analysis, Probability Distribution, Probability & Statistics, Process Improvement, Quality Improvement, Process Mapping, Systems Of Measurement, Data Analysis, Statistical Methods, Probability, Statistics, Risk Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Logistic Regression, Exploratory Data Analysis, Data Visualization, Data Modeling, Data Presentation, Business Analytics, Data Analysis, Statistical Modeling, Regression Analysis, Classification Algorithms, Microsoft Excel, Supervised Learning, Decision Tree Learning, Data Cleansing, Artificial Neural Networks

    3.6
    Rating, 3.6 out of 5 stars
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    605 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    TradeStation EasyLanguage for Algorithmic Trading

    Skills you'll gain: Financial Trading, Artificial Intelligence, Market Trend, Machine Learning Methods, Technical Analysis, Algorithms, Securities Trading, Futures Exchange, Portfolio Risk, Risk Management, Model Evaluation, Market Data, Machine Learning Algorithms, Machine Learning, Data Validation, Trend Analysis, Performance Analysis, Statistical Programming, Scripting Languages, Finance

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Foundations of Internal Auditing and Organizational Risk

    Skills you'll gain: Audit Planning, Internal Auditing, Audit Working Papers, Stakeholder Communications, Auditing, Internal Controls, Auditors Report, Compliance Auditing, Governance Risk Management and Compliance, Data Storytelling, Internal Communications, Stakeholder Management, Strategic Communication, Risk Analysis, Report Writing, Business Ethics, Enterprise Risk Management (ERM), Risk Management, Benchmarking, Fraud detection

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Electrical Design Engineer - Wiring Diagrams

    Skills you'll gain: Electrical Wiring, Wire Harnesses, Engineering Documentation, Schematic Diagrams, Engineering Drawings, Electrical Systems, Blueprint Reading, Document Management, Software Documentation, Design Software, Technical Communication, Electrical Equipment, Electrical Safety, Technical Standard, Analysis

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular regression analysis courses

  • Optimize AI: Build Reusable Model Pipelines: Coursera
  • Applied Plotting, Charting & Data Representation in Python: University of Michigan
  • Search Engine Optimization and Content Strategy: Coursera
  • Introduction to Data Science and scikit-learn in Python: LearnQuest
  • Uncover Product Insights: Analyze Engagement Metrics: Coursera
  • Apply Advanced Dart Programming for Scalable Applications: EDUCBA
  • Traverse Trees for ML with DFS & BFS: Coursera
  • Six Sigma Tools for Analyze: Kennesaw State University
  • Predictive Modeling and Analytics : University of Colorado Boulder
  • TradeStation EasyLanguage for Algorithmic Trading: Packt

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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