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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Cost Benefit Analysis, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Cash Flows, Balance Sheet, Microsoft Excel, Financial Management, Investment Management, Financial Forecasting, Case Studies, Forecasting

    4.4
    Rating, 4.4 out of 5 stars
    ·
    504 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Natural Language Processing, Bioinformatics, Informatics, Text Mining, Clinical Informatics, R Programming

    4.5
    Rating, 4.5 out of 5 stars
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    485 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    M

    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Process Optimization

    4.9
    Rating, 4.9 out of 5 stars
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    247 reviews

    Intermediate · Course · 1 - 3 Months

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    L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Engineering Calculations, Differential Equations, Applied Mathematics, Mathematical Modeling, Distributed Computing, Python Programming, Mechanics, Vibrations, Simulations

    4.8
    Rating, 4.8 out of 5 stars
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    389 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Corporate Finance Institute

    Accounting Fundamentals

    Skills you'll gain: Income Statement, Financial Statements, Accounting, Balance Sheet, Financial Reporting, Bookkeeping, Financial Modeling, Cash Flows, Financial Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    79 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Data Preprocessing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    T

    The University of Melbourne

    Corporate Financial Decision-Making for Value Creation

    Skills you'll gain: Corporate Finance, Financial Management, Derivatives, Financial Modeling, Mergers & Acquisitions, Capital Budgeting, Business Valuation, Risk Management, Financial Analysis, Equities, Investments, Return On Investment, Capital Markets, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
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    523 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    188 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Retail Digital Supply Chain

    Skills you'll gain: Digital Transformation, Supply Chain Management, E-Commerce, Supply Chain, Analytics, Business Analytics, Business Technologies, Advanced Analytics, Descriptive Analytics, Customer Demand Planning, Customer experience strategy (CX), Predictive Analytics, Data-Driven Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    124 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Deployment, iOS Development, Android Development, Tensorflow, Swift Programming, Mobile Development, Applied Machine Learning, Embedded Systems, Computer Vision, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    654 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    AI, Automation, and Emerging Technology

    Skills you'll gain: Marketing Automation, Marketing Analytics, Digital Marketing, Marketing, Customer Analysis, Predictive Analytics, Image Analysis, Artificial Intelligence, Pay Per Click Advertising, ChatGPT, Search Engine Optimization, HubSpot CRM, Automation, Computer Vision

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics

    Skills you'll gain: SAS (Software), Forecasting, Data Visualization Software, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Predictive Analytics, Geospatial Mapping, Data Analysis, Geographic Information Systems, Data Manipulation, Data Transformation, Statistical Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    223 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Valuation and Financial Analysis For Startups: Yonsei University
  • Clinical Data Science: University of Colorado System
  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • Accounting Fundamentals: Corporate Finance Institute
  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Corporate Financial Decision-Making for Value Creation: The University of Melbourne
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
  • Retail Digital Supply Chain: University of Pennsylvania
  • Device-based Models with TensorFlow Lite: DeepLearning.AI

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