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  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Popular Predictive Modeling Courses and Certifications


  • U

    University of California, Irvine

    Introduction to Risk Management

    Skills you'll gain: Threat Modeling, Threat Management, Risk Management, Business Continuity Planning, Asset Protection, Risk Analysis, Risk Management Framework, Risk Mitigation, Business Continuity, Risk Control, Vulnerability Assessments, Vulnerability Management, Security Controls

    4.6
    Rating, 4.6 out of 5 stars
    ·
    159 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    ¿Cómo construir mi modelo de negocio?

    Skills you'll gain: Strategic Partnership, Business Modeling, Value Propositions, New Business Development, Resource Allocation, Target Market, Business Planning, Revenue Management, Performance Metric, Business Strategy, Market Opportunities, Customer Analysis, User Feedback, Consumer Behaviour

    4.8
    Rating, 4.8 out of 5 stars
    ·
    436 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Survival Analysis in R for Public Health

    Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Logistic Regression, Probability & Statistics, Statistical Modeling, Statistical Hypothesis Testing, Predictive Modeling, Descriptive Statistics, Model Evaluation, Public Health

    4.5
    Rating, 4.5 out of 5 stars
    ·
    331 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Data Analysis Software, Advanced Analytics, Analytics, Predictive Analytics, Data Preprocessing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Automation & Advanced Techniques with Copilot in Excel

    Skills you'll gain: Excel Macros, Forecasting, Microsoft Copilot, Dashboard Creation, Microsoft Excel, Predictive Modeling, Workflow Management, UI Components, Visual Basic (Programming Language), User Interface (UI), Automation, Debugging, Interactive Data Visualization, Scenario Testing, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique

    Fundamentals of Fluid-Solid Interactions

    Skills you'll gain: Vibrations, Engineering Analysis, Hydraulics, Civil Engineering, Mechanical Engineering, Engineering, Mechanics, Structural Engineering, Hemodynamics, Biological Engineering, Biomedical Engineering, Mathematical Modeling, Differential Equations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    736 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Davis

    SQL for Data Science Capstone Project

    Skills you'll gain: Presentations, Data Presentation, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Modeling, Database Design, Performance Metric, Business Metrics, Analytical Skills, Business Analytics, Text Mining, Data Science, Data Import/Export, Target Audience

    4.2
    Rating, 4.2 out of 5 stars
    ·
    259 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Houston

    Math behind Moneyball

    Skills you'll gain: Probability & Statistics, Statistical Methods, Statistics, Microsoft Excel, Predictive Analytics, Game Theory, Spreadsheet Software, Predictive Modeling, Excel Formulas, Pivot Tables And Charts, Regression Analysis, Statistical Analysis, Statistical Modeling, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Analytics, Data Analysis Software, Simulations, Probability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    97 reviews

    Beginner · Course · 1 - 3 Months

  • U

    UNSW Sydney (The University of New South Wales)

    Requirements Writing

    Skills you'll gain: Requirements Analysis, Requirements Management, Requirements Elicitation, Business Requirements, Technical Writing, Functional Requirement, Product Requirements, Engineering Documentation, Business Writing, System Requirements, Project Documentation, Editing, Systems Engineering

    4.6
    Rating, 4.6 out of 5 stars
    ·
    358 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Statistical Programming, Data Visualization Software, Probability & Statistics, Jupyter, Regression Analysis, Statistical Modeling, Descriptive Analytics, Statistical Inference, Correlation Analysis, Probability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    462 reviews

    Mixed · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Supply Chain & Operations

    Skills you'll gain: Process Mapping, Operations Management, Process Analysis, Process Improvement, Operations, Revenue Management, Business Modeling, Business Process Improvement, Supply Chain, Supply Chain Management, Business Process, Quality Improvement, Process Improvement and Optimization, Organizational Structure, Supply Chain Planning, Supply Management, Strategic Thinking, Business Strategy, Strategic Decision-Making, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Introduction to Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Failure Analysis, Systems Engineering, Engineering Management, Requirements Management, Scope Management, Design Reviews, Change Control, Root Cause Analysis, Program Management, Requirements Analysis, User Requirements Documents, Test Engineering, Cost Management, Contract Management, Risk Analysis, Systems Design, Systems Thinking, Project Risk Management, Risk Management

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    168 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Risk Management: University of California, Irvine
  • ¿Cómo construir mi modelo de negocio?: Universidad de los Andes
  • Survival Analysis in R for Public Health: Imperial College London
  • GenAI for Data Analysts: Coursera
  • Automation & Advanced Techniques with Copilot in Excel: Microsoft
  • Fundamentals of Fluid-Solid Interactions: École Polytechnique
  • SQL for Data Science Capstone Project: University of California, Davis
  • Math behind Moneyball: University of Houston
  • Requirements Writing: UNSW Sydney (The University of New South Wales)
  • Statistics for Data Science with Python: IBM

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