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  • Regression Models

Regression Models Courses

Regression models courses can help you learn statistical analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting coefficients, assessing model fit, and performing variable selection. Many courses introduce tools like R, Python, and Excel, that support implementing regression techniques and analyzing data sets.

Popular Regression Models Courses and Certifications


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    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Corporate Restructuring and Financial Modelling

    Skills you'll gain: Financial Modeling, Business Valuation, Bankruptcies, Financial Statement Analysis, Banking, Corporate Strategy, Investment Banking, Financial Analysis, Corporate Finance, Financial Data, Mergers & Acquisitions, Cash Flows, Case Studies, Financial Statements, Credit Risk, Balance Sheet, Generally Accepted Accounting Principles (GAAP)

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Splunk Knowledge Objects: Analyze & Visualize Data

    Skills you'll gain: Splunk, Pivot Tables And Charts, Unstructured Data, Data Visualization Software, Dashboard Creation, Data Modeling, Dashboard, Anomaly Detection, Data Wrangling, Data Transformation, Event Monitoring, Continuous Monitoring

    Mixed · Course · 1 - 3 Months

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    Packt

    Django Advanced Applications: E-Learning, APIs, & Deployment

    Skills you'll gain: Django (Web Framework), Restful API, Content Management Systems, API Design, Application Deployment, Content Management, Learning Management Systems, Docker (Software), Web Servers, Nginx, Data Modeling, Web Development, PostgreSQL, Authentications, Containerization, Ajax, Python Programming, Performance Tuning, Real Time Data

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Mitigate AI Risk and Ensure Ethical Operations

    Skills you'll gain: Responsible AI, Operational Risk, Compliance Management, Governance Risk Management and Compliance, Regulatory Compliance, Risk Control, Risk Management Framework, Risk Analysis, Data Ethics, Risk Mitigation, Continuous Monitoring, Risk Management, Risk Modeling, Law, Regulation, and Compliance, Enterprise Risk Management (ERM), MLOps (Machine Learning Operations), Governance, Regulatory Requirements, Auditing, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Enterprise AIOps with Amazon Q Business

    Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Model Deployment, Large Language Modeling, Generative AI, Data Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cloud Security for IT Professionals

    Skills you'll gain: Cloud Security, AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Computing, Security Information and Event Management (SIEM), Cloud Deployment, Cloud Computing Architecture, Cloud Management, Secure Coding, Threat Detection, Cloud Solutions, Cloud Infrastructure, Network Security, Application Security, Data Security, Encryption, Event Monitoring, Security Testing, Cloud Applications, Data Encryption Standard

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Face Recognition with Keras: Detect & Classify

    Skills you'll gain: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Data Preprocessing, Deep Learning, Artificial Neural Networks, Embeddings, Model Deployment, Application Deployment, Model Training, Classification Algorithms, Supervised Learning, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Español

    Skills you'll gain: Responsible AI, Data Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Machine Learning, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Houdini Procedural Modeling: Build & Refine Assets

    Skills you'll gain: 3D Assets, 3D Modeling, Process Driven Development, Control Panels, Project Design, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Code Reusability, Digital Assets, Geometry, Fine-tuning, Design, Digital Design, Graphical Tools, Design Elements And Principles

    Mixed · Course · 1 - 4 Weeks

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

  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Corporate Restructuring and Financial Modelling: EDUCBA
  • Splunk Knowledge Objects: Analyze & Visualize Data: EDUCBA
  • Django Advanced Applications: E-Learning, APIs, & Deployment: Packt
  • Mitigate AI Risk and Ensure Ethical Operations: LearnQuest
  • Automate, Analyze, and AI Feedback: Coursera
  • Enterprise AIOps with Amazon Q Business: Pragmatic AI Labs
  • Cloud Security for IT Professionals: Packt
  • Face Recognition with Keras: Detect & Classify: EDUCBA
  • Responsible AI for Developers: Interpretability & Transparency - Español: Google Cloud

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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