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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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    AI CERTs

    AI Essentials

    Skills you'll gain: Agentic systems, Generative AI Agents, AI Workflows, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Ethics, Social Impact, Problem Solving, Analysis, Business Planning

    Beginner · Course · 1 - 3 Months

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    Universitat Politècnica de València

    Introducción a R para ciencia de datos

    Skills you'll gain: R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Data Structures, Programming Principles, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation, Exploratory Data Analysis, Data Visualization Software

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Data Visualization and Communication with Tableau

    Skills you'll gain: Data Storytelling, Data Visualization, Tableau Software, Dashboard, Data Visualization Software, Data Literacy, Business Analytics, Presentations, Verbal Communication Skills, Business Analysis, Visualization (Computer Graphics), Data Analysis, Data Manipulation, Storytelling, Graphing, Data Transformation, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
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    3.2K reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Design of HVAC Distribution and Delivery Systems

    Skills you'll gain: HVAC, Building Services Engineering, Hydraulics, Thermal Management, Equipment Design, Engineering, Architectural Engineering, Mechanical Engineering, Engineering Calculations, Control Systems, Human Factors, System Requirements, Engineering Analysis, Performance Testing, Mathematical Modeling

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Project Timelines with Asana

    Skills you'll gain: Project Schedules, Scheduling, Stakeholder Communications, Timelines, Dependency Analysis, Milestones (Project Management), Stakeholder Management, Project Management Software, Project Management, Project Planning, Project Coordination, Conflict Management

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analyze & Deploy Scalable LLM Architectures

    Skills you'll gain: Retrieval-Augmented Generation, Model Deployment, Kubernetes, Containerization, LLM Application, Application Deployment, Large Language Modeling, Release Management, MLOps (Machine Learning Operations), Cloud Deployment, Configuration Management, Continuous Delivery, Scalability, Application Performance Management, Performance Tuning, Performance Analysis, Infrastructure as Code (IaC), Performance Testing, Systems Analysis, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    University of California San Diego

    Introduction to Discrete Mathematics for Computer Science

    Skills you'll gain: Graph Theory, Logical Reasoning, Cryptography, Computational Logic, Cryptographic Protocols, Combinatorics, Computational Thinking, Probability, Deductive Reasoning, Encryption, Public Key Cryptography Standards (PKCS), Arithmetic, Network Analysis, Algorithms, Theoretical Computer Science, Applied Mathematics, Data Structures, Mathematical Modeling, Computer Programming, Cybersecurity

    4.5
    Rating, 4.5 out of 5 stars
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    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Build Robust Java ML Models with Entropy

    Skills you'll gain: Model Evaluation, Model Deployment, Decision Tree Learning, Data Preprocessing, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning, Feature Engineering, Algorithms, Program Implementation, Business Development

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Healthcare Career Explorer: Certified Nursing Assistant

    Skills you'll gain: Patient Communication, Nursing Basics, Care Coordination, Communication, Patient Advocacy, Basic Patient Care, Teamwork, Patient Safety, Healthcare Industry Knowledge, Planning, Trend Analysis

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, LangChain, Large Language Modeling, Vision Transformer (ViT), ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Model Deployment, OpenAI API, Google Cloud Platform, Open Source Technology, Embeddings, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

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    Universidad Nacional Autónoma de México

    Estadística y probabilidad

    Skills you'll gain: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots

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    Rating, 4.6 out of 5 stars
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    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build, Evaluate, and Perfect Marketing Dashboards

    Skills you'll gain: Dashboard, Data Storytelling, Data Presentation, Marketing Analytics, Marketing Effectiveness, Key Performance Indicators (KPIs), Data Visualization, Google Analytics, Performance Reporting, Consumer Behaviour, Business Reporting, Stakeholder Engagement, Performance Metric, Data Integration, Decision Making

    Beginner · Course · 1 - 4 Weeks

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

  • AI Essentials: AI CERTs
  • Introducción a R para ciencia de datos: Universitat Politècnica de València
  • Data Visualization and Communication with Tableau: Duke University
  • Design of HVAC Distribution and Delivery Systems: University of Colorado Boulder
  • Project Timelines with Asana: Coursera
  • Analyze & Deploy Scalable LLM Architectures: Coursera
  • Introduction to Discrete Mathematics for Computer Science: University of California San Diego
  • Build Robust Java ML Models with Entropy: Coursera
  • Healthcare Career Explorer: Certified Nursing Assistant: Coursera
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute

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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