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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: New
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    H

    Harvard Business Review

    Think Like a Leader

    Skills you'll gain: Business Modeling, Business Acumen, Business Strategy, Strategic Decision-Making, Data-Driven Decision-Making, Decision Making, Competitive Analysis, Financial Statements, Leadership, Financial Analysis, Team Leadership, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    R

    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    Skills you'll gain: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Governance, Marketing Analytics, Data Presentation, Data Visualization, Business Analytics, Accounting, Infographics, Data Management, Data Collection, Data Quality, Data Visualization Software, Internal Controls, Business Analysis, Analytics, Regression Analysis, Data Analysis, Advanced Analytics, Power BI, Machine Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Introduction to Recommender Systems: Non-Personalized and Content-Based

    Skills you'll gain: Taxonomy, AI Personalization, Spreadsheet Software, Machine Learning, Predictive Analytics, Microsoft Excel, Statistical Methods, Persona Development, Text Mining, Descriptive Statistics, Data Collection, Algorithms, Computer Programming, Java

    4.4
    Rating, 4.4 out of 5 stars
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    658 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    E

    Edureka

    Design AI Agents with OpenAI AgentKit

    Skills you'll gain: LLM Application, OpenAI, Generative AI Agents, Agentic systems, Tool Calling, Prompt Engineering, ChatGPT, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Large Language Modeling, Python Programming, Development Environment, Application Deployment, JSON, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Information​ ​Systems

    Skills you'll gain: Enterprise Resource Planning, Business Systems Analysis, Systems Analysis, Requirements Analysis, Cybersecurity, Business Requirements, Business Systems, Cloud Computing, IT Management, Supply Chain Systems, Change Management, Business Technologies, Information Technology, Organizational Change, Technology Strategies, System Implementation, User Requirements Documents, Technology Solutions, Project Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    M

    MathWorks

    Practical MATLAB Skills

    Skills you'll gain: Scripting, Matlab, Data Manipulation, Mathematical Modeling, Data Analysis, Programming Principles, Data Visualization, Data Visualization Software, Data Processing, Descriptive Statistics, Interactive Data Visualization, Exploratory Data Analysis, Data Mapping, Data Cleansing, Technical Communication

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    P

    Packt

    Power BI Masterclass

    Skills you'll gain: Data Analysis Expressions (DAX), Customer Insights, Power BI, Data Modeling, Dashboard, Data Transformation, Data Manipulation, Data Literacy, Database Design, Interactive Data Visualization, Data Processing, Ad Hoc Reporting, Big Data, Business Intelligence, Data Integration, Star Schema, Time Series Analysis and Forecasting, Data Visualization Software, Data Cleansing, Relationship Building

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    INSEAD

    Blockchain Revolution

    Skills you'll gain: Blockchain, Digital Assets, Peer Review, FinTech, Intellectual Property, Business Transformation, Financial Inclusion, Business Leadership, Governance, Plan Execution, Technology Strategies, Corporate Sustainability, Business Analysis, Business, Competitive Analysis, Strategic Thinking, Business Modeling, Business Strategy, Emerging Technologies, Cryptography

    4.7
    Rating, 4.7 out of 5 stars
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    3.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    R

    Real Madrid Graduate School Universidad Europea

    IA en salud y prevención de lesiones

    Skills you'll gain: AI Personalization, Medical Equipment and Technology, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Clinical Monitoring, Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Machine Learning Methods, Biomedical Engineering, Data Modeling

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    D

    Dartmouth College

    Foundations for Machine Learning

    Skills you'll gain: Probability & Statistics, Statistical Methods

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Prompt Engineering for ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Productivity, OpenAI, Generative AI, Artificial Intelligence, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Creative Thinking, Creative Problem-Solving, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    7.3K reviews

    Beginner · Course · 1 - 3 Months

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

  • Think Like a Leader: Harvard Business Review
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Business Analytics: University of Illinois Urbana-Champaign
  • Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota
  • Design AI Agents with OpenAI AgentKit: Edureka
  • Information​ ​Systems: University of Minnesota
  • Practical MATLAB Skills: MathWorks
  • Power BI Masterclass: Packt
  • Blockchain Revolution: INSEAD
  • IA en salud y prevención de lesiones: Real Madrid Graduate School Universidad Europea

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