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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: Free Trial
    Free Trial
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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Programming Principles, Tensorflow, Machine Learning Methods, Regression Analysis, Model Training, Scripting Languages, Computer Programming

    Beginner · Course · 3 - 6 Months

  • Status: New
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    EDUCBA

    Credit, Market & Liquidity Risk

    Skills you'll gain: Credit Risk, Portfolio Risk, Lending and Underwriting, Investment Management, Bank Regulations, Portfolio Management, Risk Modeling, Risk Management, Cash Management, Financial Market, Market Liquidity, Banking, Derivatives, Finance, Analysis, Performance Analysis, Decision Making, Analytics, Construction, Design

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Self-Driving Car Specialization Course

    Skills you'll gain: Control Systems, Computer Vision, Image Analysis, Robotics, Machine Controls, Automation, Embedded Software, Simulations, Simulation and Simulation Software, Systems Architecture, Virtual Environment, Predictive Modeling, Estimation

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Master Market Risk, VaR & Interest Rate Models

    Skills you'll gain: Risk Modeling, Portfolio Risk, Financial Regulations, Risk Management Framework, Regulatory Requirements, Financial Market, Financial Modeling, Risk Management, Derivatives, Risk Analysis, Financial Management, Finance, Securities (Finance), Portfolio Management, Correlation Analysis, Requirements Management, Statistical Modeling, Statistical Methods, IT Management, Key Management

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Data-Driven Marketing, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    28DIGITAL

    Supervised machine learning and performance evaluation

    Skills you'll gain: Model Training, Machine Learning Methods, Predictive Modeling, Sample Size Determination, Applied Machine Learning, Machine Learning Algorithms, Model Optimization, Statistical Modeling, Probability Distribution, Machine Learning, Analytics, Data Analysis, Analysis, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Foundations of LLMs and Deep Learning for Text Analysis

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, LLM Application, Multimodal Prompts, Recurrent Neural Networks (RNNs), Text Mining, Embeddings, Generative AI, Deep Learning, Fine-tuning, Generative Model Architectures, Artificial Neural Networks, Machine Learning, Data Ethics

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    U

    University of Colorado Boulder

    Modern Applications of Generative AI

    Skills you'll gain: Generative AI, Generative AI Agents, Generative Model Architectures, Prompt Patterns, Prompt Engineering, AI literacy, LLM Application, Retrieval-Augmented Generation, Large Language Modeling, Tool Calling, AI powered creativity, AI Enablement, Responsible AI, AI Workflows, Model Evaluation, Context Engineering, Model Training, Agentic systems, Fine-tuning, Systems Architecture

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    AI CERTs

    Generative AI for Sustainability

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Process Modeling, Stakeholder Communications, Sustainable Business, Business Reporting, Corporate Sustainability, Stakeholder Engagement, Sustainability Standards, Climate Change Mitigation, Compliance Reporting, Stakeholder Management, Environmental Monitoring, Supplier Performance Management, Decision Intelligence, Responsible AI, AI Integrations, Forecasting, Predictive Modeling, Automation, Predictive Analytics

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Indian Institute of Technology Guwahati

    3D Printing Technologies

    Skills you'll gain: Manufacturing Processes, Industrial Design, Mechanical Design, Product Engineering, Manufacturing and Production, Production Process, Materials science, Process Engineering, Mechanical Engineering, Prototyping, Chemical and Biomedical Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Macquarie University

    Validate New Ideas for Startups

    Skills you'll gain: Value Propositions, Entrepreneurship, Market Research, User Research, Customer Insights, Customer Analysis, Competitive Analysis, Market Analysis, Ideation, Data-Driven Decision-Making, New Business Development, Sales Presentations, Stakeholder Engagement, Fundraising and Crowdsourcing, Entrepreneurial Finance, Presentations, Innovation, Business Modeling, Professional Networking, Strategic Partnership

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Building a Strong Business Foundation

    Skills you'll gain: Business Modeling, Value Propositions, Business Planning, Customer Analysis, Target Market, User Research, Marketing, Financial Management, Marketing Strategies, Entrepreneurship, Customer Acquisition Management, Customer Insights, Email Marketing, Business Development, Social Media Marketing, Interviewing Skills, Social Media, Qualitative Research, Search Engine Optimization

    Beginner · Course · 1 - 3 Months

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

  • Fundamentals of AI, Machine Learning, and Python Programming: Packt
  • Credit, Market & Liquidity Risk: EDUCBA
  • Self-Driving Car Specialization Course: Packt
  • Master Market Risk, VaR & Interest Rate Models: EDUCBA
  • Machine Learning for Marketers: University of Colorado System
  • Supervised machine learning and performance evaluation: 28DIGITAL
  • Foundations of LLMs and Deep Learning for Text Analysis: Packt
  • Modern Applications of Generative AI: University of Colorado Boulder
  • Generative AI for Sustainability: AI CERTs
  • 3D Printing Technologies: Indian Institute of Technology Guwahati

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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