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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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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Data Preprocessing, Classification Algorithms, Applied Machine Learning, Java, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Feature Engineering, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Machine Learning, Algorithms

    Advanced · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Introduction to Programming with Python and Java

    Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Debugging, Pivot Tables And Charts, Programming Principles, Python Programming, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Automate Surveys for Smart Market Insights

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Zero-Based Budgeting: Allocate Expenses Precisely

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Transform JSON & Fix Time Data

    Skills you'll gain: Data Preprocessing, Data Wrangling, Data Cleansing, Data Transformation, Data Manipulation, JSON, Pandas (Python Package), Data Quality, Extract, Transform, Load, Data Mapping, Scripting, Data Validation, Data Maintenance, Data Pipelines, Time Series Analysis and Forecasting, Data Integrity, Anomaly Detection, Reconciliation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Generative AI to Build a Powerful Personal Brand

    Skills you'll gain: Performance Analysis, Brand Awareness, AI Enablement, Storytelling, Content Development and Management, Multimedia, Prompt Engineering, Data Storytelling, Creativity, Search Engine Optimization, Emerging Technologies, Visionary, Professional Networking

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    Getting the Most from Your Documents with GenAI

    Skills you'll gain: Google Gemini, Google Docs, Generative AI, Gemini, Brainstorming, Microsoft Word, Microsoft Copilot, Prompt Engineering, ChatGPT, Productivity Software, Business Writing, Microsoft Office, Microsoft 365, Artificial Intelligence, Writing, Creative Problem-Solving, Business Communication, User Interface (UI), Problem Solving, Critical Thinking and Problem Solving

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Visualize Marketing Data with Looker Studio

    Skills you'll gain: Data Visualization Software, Marketing Analytics, Key Performance Indicators (KPIs), Performance Measurement, Data Storytelling, Business Reporting, Trend Analysis, Grafana, Dashboard, Tableau Software, Performance Reporting, Power BI, Time Series Analysis and Forecasting, Descriptive Analytics, Data Sharing, Data Integration, Stakeholder Communications

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Advanced Financial Accounting & Specialized Transactions

    Skills you'll gain: Partnership Accounting, Liquidation, Financial Reporting, Securities (Finance), Technical Accounting, Legal Risk, Risk Analysis, Portfolio Risk, Accounting, Generally Accepted Accounting Principles (GAAP), Compliance Reporting, Investments, Capital Expenditure, Reconciliation, Balance Sheet, Case Studies, Financial Accounting, Finance, Financial Statements, Corporate Finance

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Build Trading Systems Using Market Models

    Skills you'll gain: Financial Trading, Financial Market, Technical Analysis, Derivatives, Statistical Analysis, Market Dynamics, Risk Analysis, Market Analysis, Trend Analysis, Performance Analysis, Probability Distribution, Behavioral Economics, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Google Colab for Data Science & AI using Python

    Skills you'll gain: Plotly, Object Oriented Programming (OOP), Matplotlib, Pandas (Python Package), Data Visualization, Interactive Data Visualization, Seaborn, Data Analysis, NumPy, Data Visualization Software, Data Structures, Restful API, Python Programming, Application Programming Interface (API), Scatter Plots, Data Manipulation, Programming Principles, Computer Programming, Data Transformation, Program Development

    Intermediate · Specialization · 1 - 3 Months

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    Pragmatic AI Labs

    Hugging Face Hub and Ecosystem Fundamentals

    Skills you'll gain: Hugging Face, Model Deployment, Transfer Learning, MLOps (Machine Learning Operations), Data Processing, Model Evaluation, Image Analysis, Natural Language Processing, Applied Machine Learning, Data Pipelines, Knowledge of Apple Hardware

    Intermediate · Course · 1 - 3 Months

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

  • Build & Evaluate Decision Trees for ML: Coursera
  • Introduction to Programming with Python and Java: University of Pennsylvania
  • Automate Surveys for Smart Market Insights: Coursera
  • Zero-Based Budgeting: Allocate Expenses Precisely: Coursera
  • Transform JSON & Fix Time Data: Coursera
  • Apply Generative AI to Build a Powerful Personal Brand: EDUCBA
  • Getting the Most from Your Documents with GenAI: Logical Operations
  • Visualize Marketing Data with Looker Studio: Coursera
  • Advanced Financial Accounting & Specialized Transactions: EDUCBA
  • Analyze and Build Trading Systems Using Market Models: EDUCBA

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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