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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


  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution

    4.7
    Rating, 4.7 out of 5 stars
    ·
    115 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    P

    Politecnico di Milano

    Platform Thinking: Innovation in digital business models era

    Skills you'll gain: Data Strategy, Business Modeling, Data Ethics, Innovation, Customer Data Management, Augmented and Virtual Reality (AR/VR), Market Opportunities, Data Governance, Platform As A Service (PaaS), Systems Thinking, Technology Strategies, Data Management, Data-Driven Decision-Making, Product Design, Virtual Reality, Big Data, Customer Insights, Strategic Thinking, Digital Transformation, Business Transformation

    4.8
    Rating, 4.8 out of 5 stars
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    106 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    L

    L&T EduTech

    Geospatial Techniques for Engineers

    Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Construction Engineering, Database Management, Construction, Construction Management, Architecture and Construction, Global Positioning Systems, Visualization (Computer Graphics), Civil and Architectural Engineering, Decision Support Systems, Building Information Modeling, Survey Creation, AutoCAD Civil 3D, Data Manipulation, Network Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    72 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Preview
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    V

    Vanderbilt University

    Understanding the Music Business: What is Music Worth?

    Skills you'll gain: Music, Music Performance, Entrepreneurship, Intellectual Property, Digital Transformation, Marketing Communications, Marketing, Business Modeling, Revenue Management, Business Ethics, Event Management, Media Production

    4.5
    Rating, 4.5 out of 5 stars
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    147 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Probability, Model Evaluation, Simulation and Simulation Software, Mathematical Modeling, Performance Tuning, Computational Thinking, Electrical Power

    4.7
    Rating, 4.7 out of 5 stars
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    254 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Splunk Inc.

    Splunk Search Expert

    Skills you'll gain: Splunk, Correlation Analysis, Dashboard, Data Processing, Data Visualization Software, Data Transformation, Security Information and Event Management (SIEM), Data Manipulation, Statistical Reporting, Query Languages, Data Wrangling, Performance Tuning, Ad Hoc Reporting, System Monitoring, Data Analysis, Data Modeling, Business Intelligence, Data Science, Big Data, Business Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    273 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Data Science, R Programming, Data Modeling, Statistical Analysis, Predictive Modeling, Mathematical Modeling, Probability & Statistics, Model Evaluation, Feature Engineering

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Product Cost and Investment Cash Flow Analysis

    Skills you'll gain: Cost Estimation, Financial Modeling, Project Estimation, Investment Management, Risk Management, Finance, Spreadsheet Software, Financial Planning, Financial Analysis, Cost Accounting, Business Mathematics, Return On Investment, Cash Flows, Product Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    90 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    Stanford University

    The AI Awakening: Implications for the Economy and Society

    Skills you'll gain: Generative AI, Workforce Development, OpenAI, Socioeconomics, Digital Transformation, AI Product Strategy, Artificial Intelligence, Responsible AI, Automation, Large Language Modeling, Economics, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    123 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    Starweaver

    Business Process Modelling

    Skills you'll gain: Business Workflow Analysis, Workflow Management, Business Systems Analysis, Project Scoping, Diagram Design, Data Flow Diagrams (DFDs), Unified Modeling Language, Process Management, Process Improvement, Business Analysis, Business Process Management, Service Design, Technical Communication, System Design and Implementation, Business Management, Stakeholder Engagement, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
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    118 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Data Analytics for Digital Transformation

    Skills you'll gain: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    29 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    SQL for Data Science Capstone Project

    Skills you'll gain: Presentations, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Statistical Analysis, Data Modeling, Performance Metric, Business Analytics, Text Mining, Data Science, Target Audience, Data Manipulation, Proposal Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    257 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
  • Platform Thinking: Innovation in digital business models era: Politecnico di Milano
  • Geospatial Techniques for Engineers: L&T EduTech
  • Understanding the Music Business: What is Music Worth?: Vanderbilt University
  • Battery State-of-Charge (SOC) Estimation: University of Colorado Boulder
  • Splunk Search Expert: Splunk Inc.
  • Modern Regression Analysis in R: University of Colorado Boulder
  • Product Cost and Investment Cash Flow Analysis : University of Colorado Boulder
  • The AI Awakening: Implications for the Economy and Society: Stanford University
  • Business Process Modelling: Starweaver

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