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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


  • A

    American Psychological Association

    Statistics in Psychological Research

    Skills you'll gain: Descriptive Statistics, Data Literacy, Graphing, Statistical Visualization, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Science and Research, Psychology, Bayesian Statistics, Research Design

    ★ 4.6 (66) · Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Business intelligence and data analytics: Generate insights

    Skills you'll gain: Data Presentation, Data Storytelling, Data Ethics, SAS (Software), Business Analytics, Dashboard Creation, Data Visualization Software, Dashboard, Analytics, Demand Planning, Probability & Statistics, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Forecasting, Trend Analysis, Histogram, Statistical Methods, Business Ethics

    ★ 4.6 (465) · Mixed · Course · 1 - 3 Months

  • I

    Illinois Tech

    Linear Regression

    Skills you'll gain: Statistical Inference, Regression Analysis, R Programming, Statistical Methods, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Data Science, Correlation Analysis, Data Analysis, Probability & Statistics, Linear Algebra

    ★ 4.6 (30) · Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    BIM Fundamentals for Engineers

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Collaborative Software, Drafting and Engineering Design, Computer-Aided Design, Engineering Documentation, Engineering Drawings, Building Design, Architectural Design, 3D Modeling, Civil Engineering, Structural Engineering, Technical Standard, HVAC, Electrical Systems, Plumbing, User Interface (UI)

    ★ 4.5 (121) · Intermediate · Course · 1 - 3 Months

  • M

    Meta

    Marketing Analytics with Meta

    Skills you'll gain: Meta Ads Manager, A/B Testing, Data-Driven Marketing, Marketing Analytics, Advertising Campaigns, Campaign Management, Data Presentation, Presentations, Online Advertising, Marketing Effectiveness, Content Performance Analysis, Paid media, Social Media Campaigns, Advertising, Marketing Strategies, Conversion Funnel Analysis, Social Media Marketing, Facebook, Data-Driven Decision-Making, Data Analysis

    ★ 4.8 (262) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    Deep Learning and Reinforcement Learning

    Skills you'll gain: Autoencoders, Generative AI, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Reinforcement Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Unsupervised Learning, Machine Learning Methods, Transfer Learning, Model Optimization, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Fine-tuning, Machine Learning, Artificial Intelligence, Computer Vision

    ★ 4.6 (297) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture, Linear Algebra

    ★ 4.6 (39) · Intermediate · Specialization · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • M

    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Authentications, Data Storage, Application Security, Database Architecture and Administration, IT Security Architecture, Virtual Machines, Microsoft SQL Servers, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications

    ★ 4.5 (154) · Intermediate · Professional Certificate · 3 - 6 Months

  • U

    University of Colorado Boulder

    Data Mining Pipeline

    Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Processing, Data Modeling, Data Management, Data Science, Data Cleansing, Model Evaluation, Exploratory Data Analysis

    ★ 3.9 (118) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Washington

    Communicating Data Science Results

    Skills you'll gain: Data Visualization, Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct

    ★ 3.4 (142) · Mixed · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Inteligencia Artificial (IA): Interacciones y prompts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, AI literacy, Generative AI, LLM Application, Artificial Intelligence, Responsible AI, Large Language Modeling

    ★ 4.9 (1K) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Banking and Financial Institutions

    Skills you'll gain: Financial Systems, Banking Services, Bank Regulations, Banking, Mobile Banking, Financial Regulation, Financial Services, Risk Management, Financial Regulations, Retail Banking, Financial Policy, Commercial Banking, Credit Risk, Finance, Payment Systems, General Finance, FinTech, Operational Risk, Financial Market, Business Modeling

    ★ 4.7 (299) · Intermediate · Course · 1 - 4 Weeks

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

  • Statistics in Psychological Research: American Psychological Association
  • Business intelligence and data analytics: Generate insights: Macquarie University
  • Linear Regression: Illinois Tech
  • BIM Fundamentals for Engineers: L&T EduTech
  • Marketing Analytics with Meta: Meta
  • Deep Learning and Reinforcement Learning: IBM
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Microsoft Azure Security Engineer Associate (AZ-500): Microsoft
  • Data Mining Pipeline: University of Colorado Boulder
  • Communicating Data Science Results: University of Washington

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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