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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

    Cybersecurity Case Studies and Capstone Project

    Skills you'll gain: Incident Response, Penetration Testing, Computer Security Incident Management, Cyber Threat Intelligence, Cybersecurity, Threat Detection, Vulnerability Assessments, Threat Modeling, Security Awareness, Distributed Denial-Of-Service (DDoS) Attacks, Data Security, Malware Protection, Email Security, Exploitation techniques, Network Security, Fraud detection, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    New York University

    Introduction to Cyber Attacks

    Skills you'll gain: Security Engineering, Threat Modeling, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Attacks, Cybersecurity, Threat Management, Cyber Risk, Threat Detection, Information Systems Security, Network Security, Computer Security, Exploitation techniques, Encryption

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Lund University

    Urban Nature: Connecting Cities, Sustainability and Innovation

    Skills you'll gain: Climate Change Adaptation, Sustainable Development, Sustainable Design, Governance, Water Sustainability, Systems Thinking, Environmental Resource Management, Environmental Science, Climate Change Mitigation, Case Studies, Water Resources, Business Modeling, Stakeholder Engagement, Project Finance

    4.7
    Rating, 4.7 out of 5 stars
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    464 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Data Governance, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    100 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    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
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Data Science, Python Programming, Classification And Regression Tree (CART), Mathematical Modeling, Applied Mathematics, Exploratory Data Analysis, Statistical Programming, Regression Analysis, Feature Engineering, Data Cleansing, Performance Tuning

    Build toward a degree

    3.3
    Rating, 3.3 out of 5 stars
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    86 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    SkillUp

    Project Management Foundations, Initiation, and Planning

    Skills you'll gain: Earned Value Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Project Planning, Stakeholder Management, Team Leadership, Project Management, Project Management Life Cycle, Project Scoping, Project Documentation, Project Schedules, Agile Project Management, Quality Management, Work Breakdown Structure, Risk Management, Cost Management, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
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    544 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Icahn School of Medicine at Mount Sinai

    Introduction to Systems Biology

    Skills you'll gain: Molecular Biology, Pharmacology, Cell Biology, Physiology, Biochemistry, Biology, Bioinformatics, Mathematical Modeling, Electrophysiology, Systems Analysis, Simulations, Statistical Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    576 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    P

    Peking University

    真格—北大在线创业课堂

    Skills you'll gain: Business Planning, Team Building, Business Modeling, Entrepreneurship, Marketing, Entrepreneurial Finance, Fundraising and Crowdsourcing, Marketing Strategies, Business Writing, Business Development, Business Valuation, Proposal Development, Business Strategy, Commercial Laws, Innovation

    4.7
    Rating, 4.7 out of 5 stars
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    180 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    INSEAD

    Blockchain, Cryptoassets, and Decentralized Finance

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Business Modeling, Payment Systems, Business Transformation, Transaction Processing, Identity and Access Management, Contract Management, Security Controls

    4.6
    Rating, 4.6 out of 5 stars
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    382 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Physics 101 - Forces and Kinematics

    Skills you'll gain: Mechanics, Problem Solving, Physics, Engineering Calculations, Mathematical Modeling, Algebra, Calculus, Physical Science, Applied Mathematics, Mechanical Engineering, Trigonometry

    4.7
    Rating, 4.7 out of 5 stars
    ·
    192 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Penetration Testing, Threat Hunting, and Cryptography

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Modeling, Penetration Testing, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Application Security, Encryption, Cybersecurity, Vulnerability Scanning, Open Web Application Security Project (OWASP), Vulnerability Assessments, Exploitation techniques, Test Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Cybersecurity Case Studies and Capstone Project: IBM
  • Introduction to Cyber Attacks: New York University
  • Urban Nature: Connecting Cities, Sustainability and Innovation: Lund University
  • Artificial Intelligence Privacy and Convenience: LearnQuest
  • Machine Learning for Marketers: University of Colorado System
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Project Management Foundations, Initiation, and Planning: SkillUp
  • Introduction to Systems Biology: Icahn School of Medicine at Mount Sinai
  • 真格—北大在线创业课堂: Peking University
  • Blockchain, Cryptoassets, and Decentralized Finance: INSEAD

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