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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
    Free Trial
    S

    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
    ·
    102 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Data Privacy, Ethics, and Responsible AI

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), AI Security, Responsible AI, Personally Identifiable Information, Legal Technology, Data Security, Data Ethics, Large Language Modeling, Business Ethics, Data Governance, Prompt Engineering, Cyber Security Strategy, Data Loss Prevention, Ethical Standards And Conduct, Generative AI, Regulatory Compliance, Cybersecurity, Risk Analysis, Governance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    110 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Éléments de Géomatique

    Skills you'll gain: Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Spatial Data Analysis, Spatial Analysis, Global Positioning Systems, 3D Modeling, Visualization (Computer Graphics), Engineering Calculations, Systems Of Measurement, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    143 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Gen AI: Unlock Foundational Concepts

    Skills you'll gain: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Unstructured Data, Data Literacy, Data Ethics, Data Modeling, Large Language Modeling, Artificial Intelligence, Deep Learning, Machine Learning, Data Quality, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    164 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Dairy Nutrition for Udder Success

    Skills you'll gain: Nutritional Assessment, Predictive Analytics, Maternal Health, Machine Learning, Diagnostic Tests, Food and Beverage, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    33 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Royal Holloway, University of London

    Cyber Security – Technology and Governance

    Skills you'll gain: Computer Security Incident Management, Linux, Network Security, Cyber Governance, IT Security Architecture, OSI Models, Incident Management, Incident Response, Security Management, Linux Commands, TCP/IP, Computer Systems, Threat Modeling, Command-Line Interface, Network Protocols, Computer Networking, Cybersecurity, Human Factors (Security), Cyber Threat Intelligence, Cyber Attacks

    4.8
    Rating, 4.8 out of 5 stars
    ·
    196 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure Machine Learning

    Skills you'll gain: Unsupervised Learning, Microsoft Azure, Applied Machine Learning, MLOps (Machine Learning Operations), Regression Analysis, Predictive Modeling, Machine Learning, No-Code Development, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Classification Algorithms, Supervised Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    288 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Ethical Hacking

    Skills you'll gain: Penetration Testing, Security Testing, Cyber Security Assessment, Cyber Threat Hunting, Threat Modeling, Threat Detection, Intrusion Detection and Prevention, Cryptographic Protocols, Cybersecurity, Brute-force attacks, Cyber Threat Intelligence, Cryptography, Endpoint Detection and Response, Exploitation techniques, Cyber Security Strategy, Cyber Attacks, Security Awareness, Security Controls, Cyber Risk, Security Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    290 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Customer-Centric IT Strategy

    Skills you'll gain: Technology Strategies, Information Technology, Business Analysis, Business Strategy, Process Design, Design Thinking, AI Enablement, Cybersecurity, Business Modeling, Agile Methodology, Project Portfolio Management, Cost Benefit Analysis, Technical Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    674 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Machine Learning Capstone

    Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Data Analysis, Applied Machine Learning, Statistical Analysis, Data Mining, Predictive Modeling, Machine Learning, Technical Communication, Scikit Learn (Machine Learning Library), Regression Analysis, Artificial Neural Networks, Deep Learning, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    196 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique

    Fundamentals of Fluid-Solid Interactions

    Skills you'll gain: Vibrations, Hydraulics, Environmental Engineering, Civil Engineering, Mechanical Engineering, Engineering, Mechanics, Chemical and Biomedical Engineering, Simulation and Simulation Software, Applied Mathematics, Biomedical Engineering, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    734 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    P

    Princeton University

    Imagining Other Earths

    Skills you'll gain: Biology, Life Sciences, Physical Science, Biochemistry, Physics, Environment, General Science and Research, Scientific Methods, Mathematical Modeling, Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    407 reviews

    Mixed · Course · 3 - 6 Months

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

  • Business Analyst (ECBA) Certificate Preparation : SkillUp
  • Data Privacy, Ethics, and Responsible AI: Coursera
  • ÉlĂ©ments de GĂ©omatique: École Polytechnique FĂ©dĂ©rale de Lausanne
  • Gen AI: Unlock Foundational Concepts: Google Cloud
  • Dairy Nutrition for Udder Success: University of Illinois Urbana-Champaign
  • Cyber Security – Technology and Governance: Royal Holloway, University of London
  • Microsoft Azure Machine Learning: Microsoft
  • Ethical Hacking: LearnKartS
  • Customer-Centric IT Strategy: University of Virginia
  • Machine Learning Capstone: IBM

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