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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


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    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, Differential Equations, Applied Mathematics, NumPy, Mathematical Modeling, Python Programming, Mechanics, Vibrations, Linear Algebra, Simulations

    4.8
    Rating, 4.8 out of 5 stars
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    390 reviews

    Intermediate · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.5
    Rating, 3.5 out of 5 stars
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    99 reviews

    Beginner · Course · 1 - 3 Months

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    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

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    DeepLearning.AI

    Team Software Engineering with AI

    Skills you'll gain: Software Documentation, LLM Application, Collaborative Software, Software Testing, Large Language Modeling, Dependency Analysis, Security Testing, Debugging, Software Engineering, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    162 reviews

    Beginner · Course · 1 - 4 Weeks

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    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

    Skills you'll gain: Value-Based Care, Health Informatics, Care Coordination, Analytics, Health Care Administration, Data Analysis, Interoperability, Healthcare Ethics, Health Care, Health Systems, Health Technology, Electronic Medical Record, Patient-centered Care, Telehealth, Predictive Modeling, Data Sharing

    4.7
    Rating, 4.7 out of 5 stars
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    142 reviews

    Beginner · Course · 1 - 3 Months

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    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
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    257 reviews

    Intermediate · Course · 1 - 4 Weeks

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    SkillUp

    Business Analyst (ECBA) Certificate Preparation 

    Skills you'll gain: Business Analysis, Business Process Modeling, Stakeholder Analysis, Process Optimization, Requirements Management, Business Requirements, Stakeholder Management, Process Analysis, Data Modeling, Agile Methodology, Stakeholder Engagement, Requirements Analysis, Process Improvement, User Story, Project Management, Data Flow Diagrams (DFDs), Risk Management, Plan Execution, Project Planning, Needs Assessment

    4.7
    Rating, 4.7 out of 5 stars
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    98 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    Corporate Finance Institute

    BI Essentials for Finance Analysts (Tableau Edition)

    Skills you'll gain: Dashboard, Tableau Software, Interactive Data Visualization, Excel Formulas, Data Visualization Software, Data Modeling, Data Visualization, SQL, Data Presentation, E-Commerce, Databases, Data Manipulation, Data Storytelling, Data Analysis, Performance Analysis, Data Cleansing, Relational Databases, Business Intelligence, Data Transformation, Financial Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    90 reviews

    Beginner · Specialization · 3 - 6 Months

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    A

    Arizona State University

    Experimental Design Basics

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Hypothesis Testing, Design Strategies, Probability & Statistics, Statistical Modeling, Descriptive Statistics, Quality Control, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    311 reviews

    Intermediate · Course · 1 - 3 Months

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    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation

    4.6
    Rating, 4.6 out of 5 stars
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    90 reviews

    Beginner · Specialization · 3 - 6 Months

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    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

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    Pontificia Universidad Católica de Chile

    Explorando la Energía Sustentable

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Sustainable Technologies, Sustainable Development, Systems Of Measurement, Climate Change Adaptation, Environmental Policy, Physical Science, Environmental Science, Electric Power Systems, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    729 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
  • Platform Thinking: Innovation in digital business models era: Politecnico di Milano
  • Team Software Engineering with AI: DeepLearning.AI
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective): Columbia University
  • SQL for Data Science Capstone Project: University of California, Davis
  • Business Analyst (ECBA) Certificate Preparation : SkillUp
  • BI Essentials for Finance Analysts (Tableau Edition): Corporate Finance Institute
  • Experimental Design Basics: Arizona State University
  • Statistics and Data Analysis with Excel: Macquarie University

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