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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
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    M

    Macquarie University

    Excel Time Series Models for Business Forecasting

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

    4.9
    Rating, 4.9 out of 5 stars
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    246 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    M

    MathWorks

    Designing and Simulating Physical Models

    Skills you'll gain: Simulation and Simulation Software, Mathematical Modeling, Engineering Analysis, Matlab, Engineering Software, Engineering, Mechanical Engineering, Control Systems

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Minnesota

    Recommender Systems

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Taxonomy, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, User Feedback, Algorithms, System Design and Implementation, Solution Design, Data-Driven Decision-Making, Predictive Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    829 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    I

    IESE Business School

    ¿Qué hacen los buenos directivos? Prioridades de la Alta Dirección

    Skills you'll gain: Talent Management, Business Priorities, Strategic Leadership, Strategic Prioritization, Workforce Development, Business Leadership, Leadership and Management, Business Management, Leadership, Organizational Leadership, Human Capital, Strategic Thinking, Business Strategy, People Management, Business Modeling, Innovation, Persona (User Experience)

    4.8
    Rating, 4.8 out of 5 stars
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    624 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Multiple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Regression Analysis, Statistical Methods, Public Health, Probability & Statistics, Statistical Analysis, Advanced Analytics, Statistical Modeling, Predictive Modeling, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    318 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    D

    Duke University

    Large Language Model Operations (LLMOps)

    Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, LLM Application, Generative AI, Performance Analysis, Apache Airflow, Workflow Management, Amazon Bedrock, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, Multimodal Prompts, MLOps (Machine Learning Operations), AWS SageMaker, Performance Tuning, Scalability, Database Management Systems, Generative Model Architectures

    4.5
    Rating, 4.5 out of 5 stars
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    256 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    M

    Michigan State University

    Journalism, the future, and you!

    Skills you'll gain: Journalism, Media and Communications, International Relations, Interviewing Skills, Ethical Standards And Conduct, Storytelling, Safety and Security, Content Creation, Writing and Editing, Digital Publishing, Emerging Technologies, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    378 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Alberta

    Reviews & Metrics for Software Improvements

    Skills you'll gain: Sprint Retrospectives, Scrum (Software Development), Software Technical Review, Agile Project Management, Agile Software Development, Software Quality Assurance, Agile Methodology, User Story, Requirements Analysis, Usability Testing, Constructive Feedback, User Research

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing

    Skills you'll gain: Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical and Computer Engineering, Embedded Systems, Electronic Systems, Electronics, Electronics Engineering, Engineering Analysis, Engineering Calculations, Programming Principles, Numerical Analysis, Advanced Mathematics, Algorithms, Linear Algebra, Calculus, Applied Mathematics, Data Mapping, Mathematical Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    790 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Oracle Database Foundations

    Skills you'll gain: Oracle Databases, Database Design, Database Management Systems, Relational Databases, Databases, Database Architecture and Administration, Data Storage, Transaction Processing, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    468 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Entrepreneurship II: Preparing for Launch

    Skills you'll gain: Entrepreneurship, Business Planning, Entrepreneurial Finance, Go To Market Strategy, New Product Development, Financial Forecasting, Business Development, Business Strategy, Growth Strategies, Financial Modeling, Fundraising and Crowdsourcing, Customer Acquisition Management, Financial Planning, Presentations, Team Management, Business Metrics

    4.8
    Rating, 4.8 out of 5 stars
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    760 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Building Web Applications in Django

    Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Database Design, SQL, Model View Controller, Databases, Object Oriented Programming (OOP), Web Applications, Data Modeling, Application Security, Hypertext Markup Language (HTML), Software Design Patterns, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    784 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Designing and Simulating Physical Models: MathWorks
  • Recommender Systems: University of Minnesota
  • ¿Qué hacen los buenos directivos? Prioridades de la Alta Dirección: IESE Business School
  • Multiple Regression Analysis in Public Health : Johns Hopkins University
  • Large Language Model Operations (LLMOps): Duke University
  • Journalism, the future, and you!: Michigan State University
  • Reviews & Metrics for Software Improvements: University of Alberta
  • Digital Signal Processing: École Polytechnique Fédérale de Lausanne
  • Oracle Database Foundations: LearnQuest

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