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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.


More to explore:

Popular Predictive Modeling Courses and Certifications


  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Low Poly Art For Video Games

    Skills you'll gain: Unity Engine, 3D Modeling, Color Theory, Animation and Game Design, Autodesk Maya, Video Game Development, Computer Graphics, Adobe Photoshop, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    73 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Manajemen Proyek Google

    Skills you'll gain: Project Closure, Milestones (Project Management), Project Implementation, Quality Management, Backlogs, Scope Management, Agile Project Management, Project Scoping, Sprint Retrospectives, Project Documentation, Project Planning, Requirements Analysis, Continuous Improvement Process, Team Leadership, Stakeholder Analysis, Agile Methodology, Quality Monitoring, Organizational Skills, Project Management Life Cycle, Project Management

    5
    Rating, 5 out of 5 stars
    ·
    825 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • I

    ISC2

    Risk Identification, Monitoring, and Analysis

    Skills you'll gain: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Mind and Machine

    Skills you'll gain: Problem Solving, Computational Thinking, Computer Vision, Game Theory, Image Analysis, Probability, Artificial Neural Networks, Mathematical Modeling, Behavioral Economics, Convolutional Neural Networks, Algorithms, Human Development, Analytical Skills, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Artificial Intelligence, Psychology, Human Learning, Deep Learning, Theoretical Computer Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    366 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    É

    École Polytechnique

    Seismology to Earthquake Engineering

    Skills you'll gain: Vibrations, Structural Engineering, Structural Analysis, Engineering Analysis, Civil Engineering, Engineering, Engineering Calculations, Hazard Analysis, Mechanics, Physical Science, Simulation and Simulation Software, Mathematical Modeling, Experimentation, Laboratory Testing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Predictive Modeling, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Polynomials and Roots

    Skills you'll gain: Algebra, Advanced Mathematics, General Mathematics, Applied Mathematics, Analytical Skills, Mathematical Modeling, Geometry, Graphing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    164 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    S

    SAS

    Using SAS Viya REST APIs with Python and R

    Skills you'll gain: SAS (Software), Data Analysis Software, R (Software), Advanced Analytics, R Programming, Recurrent Neural Networks (RNNs), Big Data, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Statistical Programming, Jupyter, Predictive Modeling, Deep Learning, Restful API, Convolutional Neural Networks, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Clinical Data Models and Data Quality Assessments

    Skills you'll gain: Extract, Transform, Load, Data Modeling, Clinical Data Management, Database Design, Data Warehousing, Data Quality, Data Transformation, Data Integration, Health Informatics, Relational Databases, SQL

    4.2
    Rating, 4.2 out of 5 stars
    ·
    66 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    The Role of the CEO in Navigating GenAI

    Skills you'll gain: Generative AI, Large Language Modeling, Business Leadership, AI Enablement, AI Product Strategy, Communication, Strategic Leadership, Prompt Engineering, Business Transformation, Strategic Decision-Making, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    138 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Nanyang Technological University, Singapore

    Introduction to Complexity Science

    Skills you'll gain: Systems Thinking, Case Studies, Network Analysis, Mathematical Modeling, Simulations, Social Sciences, Applied Mathematics, Policy Analysis, Agentic systems, Forecasting, Critical Thinking, Jupyter

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Visualization, Generative AI, Risk Management, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, AI Workflows, Data Pipelines, Automation, Predictive Analytics, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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

  • Low Poly Art For Video Games: Michigan State University
  • Manajemen Proyek Google: Google
  • Risk Identification, Monitoring, and Analysis: ISC2
  • Mind and Machine: University of Colorado Boulder
  • Seismology to Earthquake Engineering: École Polytechnique
  • NVIDIA: Fundamentals of Machine Learning: Whizlabs
  • Algebra: Elementary to Advanced - Polynomials and Roots: Johns Hopkins University
  • Using SAS Viya REST APIs with Python and R: SAS
  • Clinical Data Models and Data Quality Assessments: University of Colorado System
  • The Role of the CEO in Navigating GenAI: Coursera

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