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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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    Macquarie University

    Cyber Security: Application of AI

    Skills you'll gain: Anomaly Detection, AI Security, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Intrusion Detection and Prevention, Fraud detection, Cybersecurity, Applied Machine Learning, Malware Protection, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Network Analysis, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Neural Networks, MLOps (Machine Learning Operations), Data-Driven Decision-Making

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, AI Workflows, Continuous Monitoring, Data Ethics, Responsible AI, Application Deployment, Generative AI, Cloud Computing, Serverless Computing

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Project Finance: Analyze, Evaluate & Model

    Skills you'll gain: Project Finance, Financial Modeling, Feasibility Studies, Project Risk Management, Risk Management, Risk Analysis, Financial Analysis, Stakeholder Communications, Capital Budgeting, Business Risk Management, Cost Estimation, Financial Forecasting, Finance, Return On Investment, Business Valuation, Cash Flow Forecasting

    Mixed · Course · 1 - 4 Weeks

  • M

    MathWorks

    Powering the Future with Electrification

    Skills you'll gain: Electrical Systems, Model Based Systems Engineering, Electric Power Systems, Climate Change Mitigation, Energy and Utilities, Environmental Issue

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Construção de Relacionamentos em Vendas Orientada a Dados

    Skills you'll gain: Sales Strategy, Sales, Customer Analysis, AI Personalization, Regression Analysis, Product Knowledge, Data Analysis, Predictive Analytics, Statistical Analysis, Business Metrics, Machine Learning Methods, Machine Learning, Classification Algorithms

    Beginner · Course · 1 - 4 Weeks

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    Technical University of Denmark (DTU)

    Hydrogen: Key Concepts and Use in Green Technologies

    Skills you'll gain: Sustainable Technologies, Production Process, Mathematical Modeling, Materials science, Engineering Calculations, Research Reports, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

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    The University of Edinburgh

    The Discovery of the Higgs Boson

    Skills you'll gain: Physics, Laboratory Research, Mechanics, Experimentation, Mathematical Modeling, electromagnetics, General Science and Research, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Deep Learning Methods for Healthcare

    Skills you'll gain: Deep Learning, Convolutional Neural Networks, Autoencoders, Recurrent Neural Networks (RNNs), Image Analysis, Embeddings, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Predictive Modeling, Health Informatics, Unsupervised Learning, Model Evaluation, Medical Imaging, Python Programming, Dimensionality Reduction

    3.9
    Rating, 3.9 out of 5 stars
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    15 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    R

    Real Madrid Graduate School Universidad Europea

    IA para el rendimiento y entrenamiento de jugadores

    Skills you'll gain: Data-Driven Decision-Making, Real Time Data, Injury Prevention, People Analytics, Advanced Analytics, Predictive Analytics, Data Analysis, Health Technology, Artificial Intelligence, Rehabilitation, Competitive Analysis, Coaching, Process Optimization, Organizational Strategy, Technology Solutions, Talent Recruitment, Goal Setting, Data Collection, Virtual Reality, Physical Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Certified Ethical Hacker (CEH) v.12

    Skills you'll gain: MITRE ATT&CK Framework, Vulnerability Assessments, Open Web Application Security Project (OWASP), Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Threat Modeling, Cybersecurity, Malware Protection, Mobile Security, Cyber Threat Intelligence, Penetration Testing, Exploitation techniques, Brute-force attacks, Microsoft Intune (Mobile Device Management Software), Network Security, Cryptography, Threat Management, Threat Detection, Cloud Security

    4.8
    Rating, 4.8 out of 5 stars
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    28 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    Infosec

    CISSP Domain 1: Security and Risk Management

    Skills you'll gain: Information Systems Security, Risk Management, Continuous Monitoring, Information Assurance, Cyber Governance, Governance, Cybersecurity, Security Controls, Business Risk Management, ISO/IEC 27001, Threat Modeling, Risk Analysis, Threat Management, Vulnerability Assessments, Regulatory Compliance, System Monitoring, Information Systems, Asset Management, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
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    41 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    T

    Tecnológico de Monterrey

    Organizational innovation and creativity

    Skills you'll gain: Design Thinking, Innovation, Creative Problem-Solving, Process Development, Creative Thinking, New Product Development, Open Mindset, Cognitive flexibility, Creativity, Lean Methodologies, Customer Engagement, Organizational Strategy, Product Lifecycle Management, Business Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    16 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Cyber Security: Application of AI: Macquarie University
  • GenAI and LLMs on AWS: Duke University
  • Project Finance: Analyze, Evaluate & Model: EDUCBA
  • Powering the Future with Electrification: MathWorks
  • Construção de Relacionamentos em Vendas Orientada a Dados: Fundação Instituto de Administração
  • Hydrogen: Key Concepts and Use in Green Technologies: Technical University of Denmark (DTU)
  • The Discovery of the Higgs Boson: The University of Edinburgh
  • Deep Learning Methods for Healthcare: University of Illinois Urbana-Champaign
  • IA para el rendimiento y entrenamiento de jugadores: Real Madrid Graduate School Universidad Europea
  • Certified Ethical Hacker (CEH) v.12: Packt

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