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  • Statistical Modeling

Statistical Modeling Courses

Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.


Popular Statistical Modeling Courses and Certifications


  • Status: New
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    Coursera

    Build & Adapt LLM Models with Confidence

    Skills you'll gain: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Safeguard LLM Outputs: Test and Evaluate

    Skills you'll gain: AI Security, Responsible AI, LLM Application, Unit Testing, Verification And Validation, API Testing, Test Case, Security Testing, Software Testing, Code Coverage, Large Language Modeling, Model Evaluation, Test Tools, Test Script Development, Prompt Engineering, Threat Modeling, Penetration Testing, Maintainability, Software Technical Review, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    Google Cloud

    Gemini Enterprise 简介

    Skills you'll gain: Google Gemini, Authorization (Computing), AI Workflows, Application Deployment, Google Cloud Platform, Enterprise Security, Data Security, Large Language Modeling, Cloud Security, Data Integration, Business Analytics

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Level Up: Java-Powered Machine Learning

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Deployment, JUnit, Decision Tree Learning, Build Tools, MLOps (Machine Learning Operations), Performance Tuning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Java, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Machine Learning, Apache

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    AI Risk: Analyze, Evaluate, Register

    Skills you'll gain: Mitigation, Risk Modeling, Analysis, Personally Identifiable Information, Accountability, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Mastering SwiftData & SwiftUI for iOS Development

    Skills you'll gain: iOS Development, Apple iOS, Swift Programming, UI Components, Mobile Development, Database Management, Databases, User Interface (UI), Data Persistence, Data Validation, Data Modeling, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google

    The Nuts and Bolts of Machine Learning

    Skills you'll gain: Feature Engineering, Model Evaluation, Advanced Analytics, Statistical Machine Learning, Unsupervised Learning, Machine Learning, Data Ethics, Supervised Learning, Decision Tree Learning, Random Forest Algorithm, Classification Algorithms, Python Programming, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    596 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Interactive Data Visualization, Pivot Tables And Charts, Data Visualization, Data Presentation, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Forecasting, Regression Analysis, Excel Formulas, Statistics, Statistical Hypothesis Testing, Descriptive Statistics, Data Analysis, Business Analytics, Statistical Inference, Box Plots, Statistical Analysis, Statistical Modeling, Statistical Visualization

    4.6
    Rating, 4.6 out of 5 stars
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    80 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Build Next-Gen LLM Apps with LangChain & LangGraph

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Creo Incubator

    Entrepreneurship: Ideation and Exploring Fundamentals

    Skills you'll gain: Business Modeling, Ideation, Design Thinking, Entrepreneurship, Lean Methodologies, Creative Problem-Solving, Innovation, Business Planning, Business Development, Business Strategy, Open Mindset, Growth Mindedness, Product Development, Business, Value Propositions, Prototyping, Growth Strategies, Strategic Decision-Making

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Q

    Queen Mary University of London

    Market Research

    Skills you'll gain: Proposal Development, Market Research, Research Reports, Data Collection, Research Design, Analytics, Data Analysis, Statistical Hypothesis Testing, Survey Creation, Statistical Analysis, Research Methodologies, Correlation Analysis, Business Research, Surveys, Quantitative Research, Research, Market Analysis, Regression Analysis, Marketing Analytics, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    840 reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular statistical modeling courses

  • Build & Adapt LLM Models with Confidence: Coursera
  • Safeguard LLM Outputs: Test and Evaluate: Coursera
  • Gemini Enterprise 简介: Google Cloud
  • Level Up: Java-Powered Machine Learning: Coursera
  • AI Risk: Analyze, Evaluate, Register: Coursera
  • Mastering SwiftData & SwiftUI for iOS Development: Packt
  • Building and Fine-Tuning LLM Applications: Packt
  • The Nuts and Bolts of Machine Learning: Google
  • Statistics and Data Analysis with Excel: Macquarie University
  • Build Next-Gen LLM Apps with LangChain & LangGraph: Coursera

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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