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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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    Coursera

    Electrical Design Engineer - Circuit Analysis

    Skills you'll gain: Electronic Systems, Basic Electrical Systems, Electrical Engineering, Applied Mathematics, Hardware Design, Electronics, Electronic Components, Mathematical Modeling, Simulation and Simulation Software, Engineering Analysis, Analysis, High Voltage, Grant Applications

    Intermediate · Course · 1 - 4 Weeks

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    Stanford University

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Sociology, Socioeconomics, Economics, Policy, and Social Studies, Game Theory, Mathematical Modeling, Statistical Modeling, Markov Model, Bayesian Statistics, Probability, Simulations

    4.8
    Rating, 4.8 out of 5 stars
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    759 reviews

    Advanced · Course · 1 - 3 Months

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    Edureka

    Introduction to Analytics Engineering

    Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management, Version Control

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generating Creative Images With DALL-E 3

    Skills you'll gain: Prompt Engineering, Generative AI, AI Workflows, OpenAI, Responsible AI, Data Ethics, Artificial Intelligence, Creative Design, Image Quality, Design, Digital Design, Graphic Design, Machine Learning

    Beginner · Course · 1 - 3 Months

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    CertNexus

    CSC: Secure Software Development and Implementation

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Open Web Application Security Project (OWASP), Security Engineering, Security Requirements Analysis, Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Vulnerability Assessments, Databases, Information Privacy, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    Introduction to Machine Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Transfer Learning, Applied Machine Learning, Natural Language Processing, Machine Learning, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Computer Vision, Python Programming, Reinforcement Learning, Unsupervised Learning, Logistic Regression, Medical Imaging

    4.7
    Rating, 4.7 out of 5 stars
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    3.8K reviews

    Intermediate · Course · 1 - 3 Months

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    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    OutSystems Fundamentals Create Your First Web App

    Skills you'll gain: Application Deployment, Application Development, Web Applications, Data Modeling, Responsive Web Design, Application Design, Database Design, Systems Design, User Interface (UI) Design, UI Components, Business Logic

    Beginner · Course · 1 - 4 Weeks

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    IBM

    IBM Hybrid Cloud Architect

    Skills you'll gain: Cloud-Native Computing, AWS Identity and Access Management (IAM), Hybrid Cloud Computing, Systems Analysis, Process Improvement, Cloud Computing, Cloud Development, Requirements Analysis, Data Modeling, Cloud Engineering, Cloud Storage, DevOps, Docker (Software), Infrastructure As A Service (IaaS), Solution Design, Microservices, Information Technology, Multi-Cloud, Agile Software Development, Scrum (Software Development)

    4.6
    Rating, 4.6 out of 5 stars
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    7.7K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    University of Pennsylvania

    Operations Analytics

    Skills you'll gain: Descriptive Analytics, Business Analytics, Operations Research, Analytics, Predictive Analytics, Operational Analysis, Business Operations, Business Intelligence, Data Analysis, Operations Management, Data-Driven Decision-Making, Demand Planning, Forecasting, Simulation and Simulation Software, Business Modeling, Inventory and Warehousing, Process Optimization, Risk Analysis, Supply Chain Planning, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    5.1K reviews

    Mixed · Course · 1 - 4 Weeks

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    Columbia University

    Construction Finance

    Skills you'll gain: Project Finance, Construction Management, Real Estate, Risk Management, Cash Flows, Financial Modeling, Risk Analysis, Finance, Commercial Real Estate, Financial Analysis, Business Mathematics, Return On Investment, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Columbia University

    Construction Cost Estimating and Cost Control

    Skills you'll gain: Construction Estimating, Cost Estimation, Construction Management, Cost Control, Earned Value Management, Project Controls, Project Accounting, Lean Methodologies, Procurement, Cash Flow Forecasting, Purchasing, Building Information Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    2.2K reviews

    Beginner · Course · 3 - 6 Months

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

  • Electrical Design Engineer - Circuit Analysis: Coursera
  • Social and Economic Networks: Models and Analysis: Stanford University
  • Introduction to Analytics Engineering: Edureka
  • Generating Creative Images With DALL-E 3: Packt
  • CSC: Secure Software Development and Implementation: CertNexus
  • Introduction to Machine Learning: Duke University
  • Build a Support Agent with Vercel AI SDK: Scrimba
  • OutSystems Fundamentals Create Your First Web App: Coursera
  • IBM Hybrid Cloud Architect: IBM
  • Operations Analytics: University of Pennsylvania

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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