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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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    IBM

    Generative AI: Elevate Your Data Science Career

    Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, Feature Engineering, Predictive Modeling, Prompt Engineering, Responsible AI, Data Science, Data Synthesis, Data Analysis, Data Visualization Software, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    247 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Sleep: Neurobiology, Medicine, and Society

    Skills you'll gain: Substance Abuse, Mental Health, Respiration, Neurology, Mathematical Modeling, Patient Safety, Physiology, Cardiology, Accident Prevention, Public Health, Vital Signs, Pharmacology, Public Health and Disease Prevention, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    820 reviews

    Beginner · Course · 1 - 3 Months

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    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Mathematical Modeling, Mathematical Software, Automation Engineering, Engineering Calculations, Applied Mathematics, Engineering Analysis, Mechanics, Simulation and Simulation Software, Virtual Environment, Torque (Physics), Numerical Analysis, Control Systems, Spatial Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    297 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Minnesota

    Simulation Models for Decision Making

    Skills you'll gain: Simulations, Probability Distribution, Probability, Statistics, Business Mathematics, Microsoft Excel, Operations Research, Complex Problem Solving, Business Modeling, Risk Modeling, Financial Modeling, Data Modeling, Strategic Thinking, Analysis, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    60 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Dassault Systèmes

    SOLIDWORKS 3D CAD for Education

    Skills you'll gain: Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Engineering Drawings, Mechanical Design, Technical Design, Prototyping, Mechanical Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    151 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    The Hong Kong University of Science and Technology

    Understanding Modern Physics I: Relativity and Cosmology

    Skills you'll gain: Physics, Calculus, Mechanics, Physical Science, Advanced Mathematics, Energy and Utilities, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    168 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    E

    EIT Digital

    Innovation & Entrepreneurship - From Design Thinking to Funding

    Skills you'll gain: Business Modeling, Design Thinking, Innovation, Ideation, Entrepreneurship, Business Strategy, Customer Insights, Business Planning, Brainstorming, Creative Thinking, Market Opportunities, Entrepreneurial Finance, Product Management, Creativity, Product Strategy, Value Propositions, Competitive Analysis, Fundraising

    4.7
    Rating, 4.7 out of 5 stars
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    153 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Alberta

    Client Needs and Software Requirements

    Skills you'll gain: Requirements Analysis, Requirements Elicitation, Requirements Management, Functional Requirement, Business Requirements, Product Requirements, Backlogs, User Requirements Documents, Scope Management, Change Control, User Story, System Requirements, Client Services, Acceptance Testing, Agile Software Development, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Prepare for DP-100: Data Science on Microsoft Azure Exam

    Skills you'll gain: Databricks, Responsible AI, Microsoft Azure, Data Science, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    71 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado System

    Machine Learning for Marketers

    Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Business Analysis and CAPM Exam Preparation

    Skills you'll gain: Product Roadmaps, Business Analysis, Requirements Management, Team Building, Business Requirements, Acceptance Testing, Business Process Modeling, Agile Methodology, Project Management Software, Business Modeling, Agile Project Management, Stakeholder Analysis, Registration, Stakeholder Communications

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Python for Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Threat Detection, Threat Modeling, Exploit development, Cybersecurity, Network Security, System Monitoring, Cyber Operations, Continuous Monitoring, Cyber Threat Intelligence, Exploitation techniques, Scripting, IT Automation, Network Monitoring, Command-Line Interface, Persistence, Python Programming, Data Access, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    539 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Generative AI: Elevate Your Data Science Career: IBM
  • Sleep: Neurobiology, Medicine, and Society: University of Michigan
  • Modern Robotics, Course 2: Robot Kinematics: Northwestern University
  • Simulation Models for Decision Making: University of Minnesota
  • SOLIDWORKS 3D CAD for Education: Dassault Systèmes
  • Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology
  • Innovation & Entrepreneurship - From Design Thinking to Funding: EIT Digital
  • Client Needs and Software Requirements : University of Alberta
  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft
  • Machine Learning for Marketers: University of Colorado System

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