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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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    Coursera

    GenAI for Project Managers: Scaling with GenAI

    Skills you'll gain: Innovation, Project Management, AI Product Strategy, Responsible AI, Generative AI, Project Coordination, Cost Reduction, Project Planning, Resource Allocation, Process Improvement, Risk Management, Predictive Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    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: Free Trial
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    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Keras (Neural Network Library), Artificial Neural Networks, Python Programming, Classification And Regression Tree (CART), Data Science, Tensorflow, Mathematical Modeling, Computer Vision

    Build toward a degree

    3.4
    Rating, 3.4 out of 5 stars
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    127 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Technical University of Denmark (DTU)

    Introduction to solar cells

    Skills you'll gain: Semiconductors, Sustainable Technologies, Materials science, Electrical Engineering, Electrical Power, Basic Electrical Systems, Electronic Components, Emerging Technologies, Physics, Mathematical Modeling, Energy and Utilities, Environmental Issue, Manufacturing Processes, Engineering Calculations

    4.8
    Rating, 4.8 out of 5 stars
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    2.5K reviews

    Beginner · Course · 1 - 3 Months

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    Universidade de São Paulo

    Criação de Startups: Como desenvolver negócios inovadores

    Skills you'll gain: Market Analysis, Entrepreneurship, Market Opportunities, Business Modeling, User Research, Marketing, Product Development, Digital Marketing, New Business Development, Innovation, Business Development, Business Strategy, Process Validation, Growth Strategies, Business Operations, Investments, Presentations

    4.8
    Rating, 4.8 out of 5 stars
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    614 reviews

    Beginner · Course · 1 - 3 Months

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    Universitat de Barcelona

    Emprender la emprendeduría

    Skills you'll gain: Entrepreneurship, Feasibility Studies, Financial Analysis, Media Production, Market Opportunities, Video Production, Business Planning, Law, Regulation, and Compliance, Business Modeling, New Business Development

    4.4
    Rating, 4.4 out of 5 stars
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    424 reviews

    Beginner · Course · 1 - 4 Weeks

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    Tecnológico de Monterrey

    Hacer negocios en América Latina

    Skills you'll gain: Social Studies, Business Strategy, Innovation, International Finance, Environmental Social And Corporate Governance (ESG), Financial Market, Global Marketing, World History, Economics, Business Economics, Business Development, Economic Development, Entrepreneurship, Socioeconomics, Corporate Strategy, Business Modeling, Sustainable Development, Competitive Analysis, Business, Political Sciences

    4.8
    Rating, 4.8 out of 5 stars
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    493 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Investment Banking: M&A and Initial Public Offerings

    Skills you'll gain: Mergers & Acquisitions, Investment Banking, Private Equity, Financial Analysis, Capital Markets, Financial Statement Analysis, Business Valuation, Financial Modeling, Due Diligence, Negotiation

    4.7
    Rating, 4.7 out of 5 stars
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    90 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Starweaver

    IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep

    Skills you'll gain: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Performance Improvement, Business Requirements, Case Studies, Stakeholder Analysis, Governance, Business Process Modeling, Strategic Planning, Problem Solving, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
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    119 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EIT Digital

    Development of Secure Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Embedded Software, Embedded Systems, Internet Of Things, Cryptography, Operating Systems, Network Architecture, Network Security, Cybersecurity, Web Services, Encryption, Network Protocols, Public Key Cryptography Standards (PKCS), Wireless Networks, Threat Modeling, System Programming, Computer Programming, Software Engineering, C (Programming Language), Real Time Data

    4.3
    Rating, 4.3 out of 5 stars
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    1.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of California, Irvine

    Introduction to Risk Management

    Skills you'll gain: Threat Modeling, Risk Management, Business Continuity Planning, Asset Protection, Risk Analysis, Business Risk Management, Risk Management Framework, Risk Mitigation, Vulnerability Assessments, Asset Management, Disaster Recovery, Security Controls

    4.7
    Rating, 4.7 out of 5 stars
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    151 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Recommender Systems

    Skills you'll gain: AI Personalization, Machine Learning Algorithms, Taxonomy, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Performance Measurement, Benchmarking, Usability Testing, Exploratory Data Analysis, A/B Testing, Analysis, User Feedback, Algorithms, System Design and Implementation, Solution Design, Data-Driven Decision-Making, Predictive Modeling

    4.3
    Rating, 4.3 out of 5 stars
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    829 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • GenAI for Project Managers: Scaling with GenAI: Coursera
  • Introduction to Systems Biology: Icahn School of Medicine at Mount Sinai
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • Introduction to solar cells: Technical University of Denmark (DTU)
  • Criação de Startups: Como desenvolver negócios inovadores: Universidade de São Paulo
  • Emprender la emprendeduría: Universitat de Barcelona
  • Hacer negocios en América Latina: Tecnológico de Monterrey
  • Investment Banking: M&A and Initial Public Offerings: University of Illinois Urbana-Champaign
  • IIBA® Entry Certificate in Business Analysisâ„¢ (ECBAâ„¢) Exam Prep: Starweaver
  • Development of Secure Embedded Systems: EIT Digital

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