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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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    SAS

    Building a Large-Scale, Automated Forecasting System

    Skills you'll gain: SAS (Software), Forecasting, Time Series Analysis and Forecasting, Statistical Methods, Advanced Analytics, Predictive Modeling, Predictive Analytics, Model Training, Data Preprocessing, Feature Engineering, Automation, Anomaly Detection, Data Processing, Data Transformation, Model Evaluation, Data Manipulation

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Simulate with Monte Carlo

    Skills you'll gain: Simulations, Risk Modeling, Risk Analysis, Simulation and Simulation Software, Risk Management, Financial Forecasting, Return On Investment, Data Analysis, Financial Modeling, Analysis, Microsoft Excel, Data-Driven Decision-Making, Probability Distribution, Business Modeling

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Getting Started with IT-based Entrepreneurship

    Skills you'll gain: Business Modeling, Entrepreneurship, Product Development, New Business Development, Emerging Technologies, Technology Strategies, Business Strategy, Information Technology, Legal Risk, Scalability, Innovation, Team Building

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Large Language Models - Português Brasileiro

    Skills you'll gain: LLM Application, Large Language Modeling, Google Gemini, Generative AI, Fine-tuning, Prompt Engineering

    Beginner · Course · 1 - 4 Weeks

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    University of Glasgow

    Computational Thinking with JavaScript

    Skills you'll gain: Software Development Life Cycle, Program Development, Plot (Graphics), Data Presentation, Event-Driven Programming, Web Design and Development, Web Development Tools, Data Literacy, Animation and Game Design, Software Development, Hypertext Markup Language (HTML), Applied Machine Learning, Javascript, Interactive Design, Software Design, Computer Graphics, Code Reusability, Animations, Maintainability, Requirements Analysis

    Beginner · Specialization · 3 - 6 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 2

    Skills you'll gain: Matplotlib, Tensorflow, NumPy, Pandas (Python Package), Object Oriented Programming (OOP), Seaborn, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Computer Programming, Generative Model Architectures

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Birla Institute of Technology & Science, Pilani

    Linear Algebra for Machine Learning & AI

    Skills you'll gain: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, AI Enablement, Mathematics and Mathematical Modeling, Data Analysis, Machine Learning, Dimensionality Reduction, Model Optimization, Artificial Neural Networks

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Glasgow

    6G Evolution: Blockchain, Semantic Communications & Radar

    Skills you'll gain: Federated Learning, Emerging Technologies, Generative AI, Communication Systems, Internet Of Things, Software-Defined Networking, Digital Communications, Network Architecture, Zero Trust Network Access, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Distributed Computing, Information Technology, Health Technology, Electronics Engineering, Electrical Engineering, Machine Learning, Trustworthiness

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Git, Docker & CI/CD: DevOps Foundations for Data Engineers

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), Configuration Management, Correlation Analysis, CI/CD, Docker (Software), GitHub, Data Strategy, Collaborative Software, Git (Version Control System), Containerization, Cloud Infrastructure, Data Security, Data Pipelines, Version Control, Continuous Deployment, Continuous Integration, Devops Tools, Kubernetes, Scalability

    Intermediate · Specialization · 3 - 6 Months

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    Knowledge Accelerators

    Dive Deeper into Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Dashboard, Business Intelligence, Data Modeling, Data Import/Export, Dashboard Creation, Business Intelligence Software, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Datamaps, Data Sharing, Management Reporting, Geospatial Information and Technology, Data-Driven Decision-Making, Data Integration, Data Cleansing, Microsoft Teams

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Оптимизация портфеля с помощью модели Марковица

    Skills you'll gain: Financial Analysis, Portfolio Management, Financial Modeling, Portfolio Risk, Correlation Analysis, Investment Management, Variance Analysis, Model Optimization

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Building a Large-Scale, Automated Forecasting System: SAS
  • Simulate with Monte Carlo: Coursera
  • Getting Started with IT-based Entrepreneurship: University of Minnesota
  • Introduction to Large Language Models - Português Brasileiro: Google Cloud
  • Computational Thinking with JavaScript: University of Glasgow
  • Practical Python for AI Coding 2: Korea Advanced Institute of Science and Technology(KAIST)
  • Selecting the Right LLM with Hugging Face: Coursera
  • Linear Algebra for Machine Learning & AI: Birla Institute of Technology & Science, Pilani
  • 6G Evolution: Blockchain, Semantic Communications & Radar: University of Glasgow
  • Git, Docker & CI/CD: DevOps Foundations for Data Engineers: 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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