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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.


Popular Regression Analysis Courses and Certifications


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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    U

    University of Michigan

    UX (User Experience) Capstone

    Skills you'll gain: User Experience Design, User Research, Design Research, Usability Testing, Prototyping, Design, User Centered Design, Technical Communication, Wireframing, Storyboarding, Persona Development, Requirements Analysis, Adobe Photoshop

    4.7
    Rating, 4.7 out of 5 stars
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    90 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Titanic Survival Prediction Using Machine Learning

    Skills you'll gain: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Model Evaluation, Classification Algorithms, Data Science, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    CertNexus

    Analyze Data

    Skills you'll gain: Data Analysis, Data Preprocessing, Data Visualization, Statistical Analysis, Exploratory Data Analysis, Business Analytics, Data Visualization Software, Probability & Statistics, Descriptive Statistics, Data Cleansing, Histogram, Scatter Plots, Feature Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 3 Months

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    L&T EduTech

    Intelligent Digital Factories

    Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Computer Programming Tools, Wireless Networks, Automation, Digital Transformation, Real Time Data

    4.6
    Rating, 4.6 out of 5 stars
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    312 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Johns Hopkins University

    Управление анализом данных

    Skills you'll gain: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Management, Analytical Skills, Management Reporting, Exploratory Data Analysis, Data Modeling, Coordination, Statistical Modeling, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    49 reviews

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    Civic Engagement in American Democracy

    Skills you'll gain: Political Sciences, Policy Analysis, Social Sciences, Social Studies, Advocacy, Public Policies, Governance, Public Administration

    4.8
    Rating, 4.8 out of 5 stars
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    109 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Expressway to Data Science: Python Programming

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Programming Principles, Computer Programming, Histogram, Functional Design, Package and Software Management, Data Import/Export, Scripting, Scripting Languages, Data Manipulation, Python Programming, Data Science, Data Structures, Software Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    307 reviews

    Beginner · Specialization · 1 - 3 Months

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    U

    University of London

    Business Sustainability in the Circular Economy

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Reverse Logistics, Sustainable Development, Business Ethics, Sustainability Reporting, Environmental Laws, Environmental Issue, Business Management, Waste Minimization, Environmental Regulations, Logistics Management, Logistics, Business Strategies, Climate Change Mitigation

    4.6
    Rating, 4.6 out of 5 stars
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    283 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Fibonacci Numbers and the Golden Ratio

    Skills you'll gain: Arithmetic, Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Combinatorics, Algebra, General Mathematics, Applied Mathematics, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Exploratory Data Analysis, Data Science, Machine Learning, Data Analysis, Data Preprocessing, Matlab, Technical Communication, Predictive Modeling, Data Manipulation, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • UX (User Experience) Capstone: University of Michigan
  • Titanic Survival Prediction Using Machine Learning: Coursera
  • Analyze Data: CertNexus
  • Intelligent Digital Factories: L&T EduTech
  • Управление анализом данных: Johns Hopkins University
  • Civic Engagement in American Democracy: Duke University
  • Expressway to Data Science: Python Programming: University of Colorado Boulder
  • Business Sustainability in the Circular Economy: University of London
  • Fundamental Tools of Data Wrangling: University of Colorado Boulder

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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