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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


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    Northeastern University

    Applied Mathematics in Bioengineering

    Skills you'll gain: Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Dimensionality Reduction, Statistics, Probability & Statistics, Linear Algebra, Statistical Inference, Digital Signal Processing, Biological Engineering, Image Analysis, Experimentation, Biomedical Engineering, Applied Mathematics, Regression Analysis, Feature Engineering, Unsupervised Learning, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Databricks to Local LLMs

    Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, LLM Application, Data Pipelines, Hugging Face, Large Language Modeling, Responsible AI, Analytics, Data Analysis, Data Science, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Practical AI for Professionals

    Skills you'll gain: Feature Engineering, Exploratory Data Analysis, AI Enablement, Artificial Intelligence, AI literacy, Data Literacy, Responsible AI, Data Analysis, Descriptive Statistics, Technology Strategies, Business Strategy, Machine Learning, AI Integrations, Unstructured Data, Predictive Modeling

    3.2
    Rating, 3.2 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Practical Generative AI with ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, OpenAI, Large Language Modeling, Multimodal Prompts, OpenAI API, LLM Application, AI powered creativity, AI Product Strategy, Creative Design, AI Integrations, Marketing Strategy and Techniques, Responsible AI, A/B Testing, Time Management

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API

    Skills you'll gain: Gemini, Google Gemini, Multimodal Prompts, Retrieval-Augmented Generation, Data Store, Embeddings, Metadata Management, Image Analysis, Large Language Modeling, Prompt Engineering, Cloud Computing, Artificial Intelligence

    3.9
    Rating, 3.9 out of 5 stars
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    10 reviews

    Intermediate · Project · Less Than 2 Hours

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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Analytics, Database Development, Data Infrastructure, Model Training, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Interactive Data Visualization, Data Storage Technologies

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Advanced · Course · 1 - 3 Months

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    LearnKartS

    Agentic AI Foundations: Build RAG & MCP Chatbots

    Skills you'll gain: Agentic systems, Retrieval-Augmented Generation, Google Gemini, Agentic Workflows, Generative AI Agents, Node.JS, OpenAI API, Model Context Protocol, Prompt Engineering, LLM Application, Development Environment, AI Integrations, AI Workflows, Angular, Generative AI, Large Language Modeling, Tool Calling, Server Side, Embeddings, Frontend Integration

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Glasgow

    Deep Learning in Electronic Health Records

    Skills you'll gain: Deep Learning, Data Preprocessing, Autoencoders, Machine Learning Methods, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Medical Records, Model Optimization, Health Informatics, Electocardiography, Electronic Medical Record, Predictive Modeling, Embeddings, Applied Machine Learning, Data Cleansing, Time Series Analysis and Forecasting, Dimensionality Reduction, Model Evaluation

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    ChatGPT API for Developers: Integrate AI Effortlessly

    Skills you'll gain: Prompt Engineering, OpenAI API, ChatGPT, Token Optimization, Application Programming Interface (API), API Testing, AI Integrations, Authentications, Context Engineering, Large Language Modeling, Key Management, Model Optimization, Performance Tuning

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Household Surveys for Program Evaluation in LMICs

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Program Evaluation, Data Management, Data Collection, Data Analysis, Data Cleansing, Quantitative Research, Data Quality, Research Design, Sample Size Determination, Interviewing Skills, Data Presentation, Data Mapping, Data Ethics

    Intermediate · Course · 1 - 3 Months

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    University of Leeds

    Sustainability in Business: Building a Greener Future

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Sustainable Systems, Environmental Issue, Business Ethics, Corporate Strategy, Business Transformation, Business Modeling, Environmental Resource Management, Environment and Resource Management, Social Impact, Climate Change Mitigation

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Design a 3D Video Game in Unreal Engine

    Skills you'll gain: Unreal Engine, Animations, 3D Assets, Animation and Game Design, Virtual Environment, Game Design, 3D Modeling, Video Game Development, Computer Graphics, Timelines, Visual Storytelling, Prototyping, Design Strategies, Data Import/Export, Layout Design, User Interface (UI), Interactive Design, Application Deployment, Creative Design, Software Installation

    Beginner · Specialization · 3 - 6 Months

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

  • Applied Mathematics in Bioengineering: Northeastern University
  • Databricks to Local LLMs: Duke University
  • Practical AI for Professionals: Northeastern University
  • Practical Generative AI with ChatGPT: Packt
  • Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API: Google Cloud
  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud
  • Agentic AI Foundations: Build RAG & MCP Chatbots: LearnKartS
  • Deep Learning in Electronic Health Records: University of Glasgow
  • ChatGPT API for Developers: Integrate AI Effortlessly: Coursera
  • Household Surveys for Program Evaluation in LMICs: Johns Hopkins University

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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