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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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    B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    3.7
    Rating, 3.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Icahn School of Medicine at Mount Sinai

    Big Data Science with the BD2K-LINCS Data Coordination and Integration Center

    Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Integration, Unsupervised Learning, Data Processing, Data Analysis, Metadata Management, Application Programming Interface (API), Restful API

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Intermediate · Course · 3 - 6 Months

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    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Capstone Project: Advanced AI for Drug Discovery

    Skills you'll gain: Model Evaluation, Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Machine Learning

    2.4
    Rating, 2.4 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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    L

    LearnQuest

    Advanced AI Techniques for the Supply Chain

    Skills you'll gain: Image Analysis, Supervised Learning, Applied Machine Learning, Model Evaluation, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Supply Chain, Deep Learning, Classification And Regression Tree (CART), Random Forest Algorithm, Natural Language Processing, Artificial Neural Networks, Customer Demand Planning, Forecasting, Unsupervised Learning

    3.2
    Rating, 3.2 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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    N

    New York Institute of Finance

    Supply Chain Finance Market and Fintech Ecosystem

    Skills you'll gain: Financial Market, Market Opportunities, Market Trend, Market Dynamics, Market Analysis, Risk Modeling, Supply Chain, FinTech, Financial Services, Finance, Investments, Stakeholder Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    74 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment

    4.9
    Rating, 4.9 out of 5 stars
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    53 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    University of Illinois Urbana-Champaign

    Healthcare Innovation, Design, Entrepreneurship

    Skills you'll gain: Social Determinants Of Health, Community Health, Product Development, Health Systems, Business Modeling, Health Equity, Lean Six Sigma, Market Analysis, Competitive Analysis, Performance Improvement, Process Improvement, Healthcare Industry Knowledge, Stakeholder Analysis, New Product Development, Innovation, Decision Making, Operations Management, Operations, Problem Solving, Leadership

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    9 reviews

    Intermediate · Specialization · 3 - 6 Months

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    S

    Starweaver

    IIBA® Certification of Capability in Business Analysis™ (CCBA®) Exam Prep

    Skills you'll gain: Stakeholder Communications, Stakeholder Management, Business Analysis, Requirements Analysis, Business Requirements, Change Requests, Solution Delivery, Business Process, Business Strategies, Project Management, Problem Solving, Root Cause Analysis, Verification And Validation, Risk Management, Prioritization

    4.3
    Rating, 4.3 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Colorado System

    Foundation and Potential of AI in Healthcare

    Skills you'll gain: Health Systems, Digital Transformation, Healthcare Industry Knowledge, Health Technology, Health Care, Health Informatics, Health Equity, Artificial Intelligence, Chronic Diseases, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    Interpretable Machine Learning

    Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Predictive Modeling, Artificial Intelligence, Machine Learning, Statistical Modeling, Python Programming, Logistic Regression, Deep Learning, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Deep Learning for Real Estate Price Prediction

    Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Predictive Modeling, Data Cleansing, Machine Learning, Real Estate, Regression Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Introduction to Bioinformatics: Birla Institute of Technology & Science, Pilani
  • Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
  • Clustering Analysis: University of Colorado Boulder
  • Capstone Project: Advanced AI for Drug Discovery: LearnQuest
  • Advanced AI Techniques for the Supply Chain: LearnQuest
  • Supply Chain Finance Market and Fintech Ecosystem: New York Institute of Finance
  • Predictive Analytics for Business with H2O in R: Coursera
  • Healthcare Innovation, Design, Entrepreneurship: University of Illinois Urbana-Champaign
  • IIBA® Certification of Capability in Business Analysisâ„¢ (CCBA®) Exam Prep: Starweaver
  • Foundation and Potential of AI in Healthcare : University of Colorado System

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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