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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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    EDUCBA

    Mudbox: Sculpt, Paint & Export 3D Assets

    Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphics, Adobe Photoshop, Autodesk, Data Import/Export, Graphical Tools

    Mixed · Course · 1 - 3 Months

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    University of Maryland, College Park

    Marketing in the Age of AI

    Skills you'll gain: Marketing, Marketing Strategies, Strategic Marketing, Marketing Operations, Marketing Effectiveness, MarTech, AI Personalization, Large Language Modeling, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Advertising, Text Mining, Data Ethics, Brand Management, Responsible AI, Customer experience improvement, Customer Analysis, Information Privacy

    Beginner · Course · 1 - 3 Months

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    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, LangGraph, Large Language Modeling, Generative AI, Generative Model Architectures, Cloud-Based Integration, CI/CD, Cloud API, Data Integration, Artificial Intelligence, Containerization, Restful API, Open Source Technology, MLOps (Machine Learning Operations), Cloud Development, Continuous Integration, Amazon Web Services, Docker (Software), Python Programming

    Intermediate · Specialization · 1 - 3 Months

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    New York University

    Overview of Advanced Methods of Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Market Dynamics, Risk Modeling, Financial Modeling, Technical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Physics, Probability & Statistics

    3.8
    Rating, 3.8 out of 5 stars
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    85 reviews

    Advanced · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Data Science Capstone

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Data Science, Data Analysis, Data Presentation, Data Collection, Data Storytelling, Data Cleansing, Statistical Analysis, Data Manipulation, R Programming, Machine Learning, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Processing, Data Transformation, Financial Forecasting, Feature Engineering, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Predictive Modeling, Pandas (Python Package), Tensorflow, Artificial Neural Networks, Matplotlib, NumPy

    Mixed · Course · 1 - 4 Weeks

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    University of Colorado System

    Genetic Epidemiology Foundations

    Skills you'll gain: Epidemiology, Biostatistics, Statistical Analysis, Data Quality, Statistical Modeling, Probability & Statistics, Molecular Biology, Statistical Methods, Statistical Hypothesis Testing, Regression Analysis, Data Validation, Biology

    4.5
    Rating, 4.5 out of 5 stars
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    51 reviews

    Intermediate · Course · 1 - 3 Months

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    Yonsei University

    Big Data Emerging Technologies

    Skills you'll gain: Apache Spark, Big Data, SPSS (Software), SPSS, Analytics, Real Time Data, Apache Hadoop, Data Processing, Business Analytics, Statistical Analysis, Data Analysis Software, Business Strategy, Market Share, Scalability, Machine Learning Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    312 reviews

    Beginner · Course · 1 - 3 Months

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    University of Pennsylvania

    商务基础 (中文版)

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Return On Investment, Operations Management, Process Analysis, Financial Accounting, Operational Efficiency, Financial Reporting, Income Statement, Capital Budgeting, Marketing, Finance, Cash Flows, Financial Acumen, Business Operations, Balance Sheet, Strategic Marketing, Marketing Strategies, Financial Modeling, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    341 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Michigan

    Making Successful Decisions through the Strategy, Law & Ethics Model

    Skills you'll gain: Intellectual Property, Strategic Decision-Making, Decision Making, Arbitration, Mediation, Business Ethics, Leadership, Law, Regulation, and Compliance, Business Strategy, Talent Acquisition, Contract Management, Innovation, Regulatory Compliance, Human Resources, Product Development, Business Risk Management, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    445 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering Salesforce Experience Cloud

    Skills you'll gain: Salesforce, Salesforce Development, Marketing Automation, User Experience, Content Management, UI Components, Cloud Development, Customer Service, Cloud Management, Dashboard, Cloud Services, Encryption, Business Strategy

    Beginner · Course · 3 - 6 Months

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    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Amazon Web Services, Agentic systems, Performance Tuning, Prompt Engineering, Feature Engineering, Generative AI, Large Language Modeling, Data Wrangling, Data Cleansing, LLM Application

    Beginner · Course · 1 - 4 Weeks

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

  • Mudbox: Sculpt, Paint & Export 3D Assets: EDUCBA
  • Marketing in the Age of AI: University of Maryland, College Park
  • Building LLMs with Hugging Face and LangChain: Edureka
  • Overview of Advanced Methods of Reinforcement Learning in Finance: New York University
  • Data Science Capstone: Johns Hopkins University
  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Genetic Epidemiology Foundations: University of Colorado System
  • Big Data Emerging Technologies: Yonsei University
  • 商务基础 (中文版): University of Pennsylvania
  • Making Successful Decisions through the Strategy, Law & Ethics Model: University of Michigan

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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