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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
    Free
    C

    Coursera

    Tidymodels in R: Building tidy machine learning models

    Skills you'll gain: Tidyverse (R Package), Model Evaluation, Data Visualization, Clinical Data Management, Data Preprocessing, Data Manipulation, Predictive Modeling, R Programming, Predictive Analytics, Data Pipelines, Feature Engineering, Applied Machine Learning, Machine Learning, Random Forest Algorithm, Performance Tuning, Logistic Regression

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    A

    AI CERTs

    AI in Government

    Skills you'll gain: Data Governance, AI Security, Public Policies, Public Cloud, Data Ethics, Technology Strategies, Predictive Analytics

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Peking University

    算法基础

    Skills you'll gain: Algorithms, Programming Principles, Computer Programming, Pseudocode, Computational Thinking, Graph Theory, Theoretical Computer Science, Mathematical Modeling, Data Structures, Design Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    321 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Relational Database Design

    Skills you'll gain: Database Design, Database Management Systems, Relational Databases, Database Theory, Databases, Data Modeling, Data Integrity, Diagram Design, Requirements Elicitation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    335 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    A Business Approach to Sustainable Landscape Restoration

    Skills you'll gain: Environmental Engineering and Restoration, Sustainable Business, Sustainable Development, Natural Resource Management, Business Modeling, Corporate Sustainability, Environmental Science, Case Studies, Complex Problem Solving, Cost Benefit Analysis, Stakeholder Engagement, Strategic Partnership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    98 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, Artificial Intelligence, Object Oriented Programming (OOP), Large Language Modeling, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Artificial Neural Networks, Maintainability, Computer Programming, Data Cleansing, Debugging, Problem Solving, Critical Thinking, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    194 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Business Model Innovation for Sustainable Landscape Restoration

    Skills you'll gain: Stakeholder Analysis, Market Opportunities, Business Modeling, Sustainable Development, New Business Development, Key Performance Indicators (KPIs), Sustainable Business, Systems Analysis, Financial Analysis, Systems Thinking, Business Architecture, Innovation, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    51 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Foundations of Healthcare Systems Engineering

    Skills you'll gain: Verification And Validation, Health Systems, Systems Engineering, Model Based Systems Engineering, Health Technology, Healthcare Industry Knowledge, Systems Integration, Requirements Analysis, Enterprise Architecture, Conceptual Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    300 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Increasing Real Estate Management Profits: Harnessing Data Analytics

    Skills you'll gain: Data Visualization Software, Tableau Software, Financial Modeling, Business Process, Peer Review, Presentations, Property Management, Data Analysis, MySQL, Risk Analysis, Real Estate, Financial Analysis, Microsoft Excel, Profit and Loss (P&L) Management, Analytics, SQL

    4.7
    Rating, 4.7 out of 5 stars
    ·
    244 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    NoSQL systems

    Skills you'll gain: NoSQL, Database Systems, MongoDB, Database Management Systems, Databases, Database Design, Relational Databases, Query Languages, Apache Cassandra, Data Storage Technologies, Scalability, Graph Theory, Unstructured Data, Maintainability

    4.3
    Rating, 4.3 out of 5 stars
    ·
    170 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Data Storage, Database Architecture and Administration, Virtual Machines, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications, Cyber Governance, System Monitoring, Network Security, Authentications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    140 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IESE Business School

    Finanzas para directivos

    Skills you'll gain: Financial Acumen, Financial Statements, Working Capital, Financial Analysis, Balance Sheet, Financial Management, Return On Investment, Forecasting, Profit and Loss (P&L) Management, Operational Analysis, Business Metrics, Cash Flow Forecasting, Financial Modeling, Accounts Receivable, Accounts Payable, Inventory Management, Business Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    402 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Tidymodels in R: Building tidy machine learning models: Coursera
  • AI in Government: AI CERTs
  • 算法基础: Peking University
  • Relational Database Design: University of Colorado Boulder
  • A Business Approach to Sustainable Landscape Restoration: Erasmus University Rotterdam
  • Generative AI for Developers: Fractal Analytics
  • Business Model Innovation for Sustainable Landscape Restoration: Erasmus University Rotterdam
  • Foundations of Healthcare Systems Engineering: Johns Hopkins University
  • Increasing Real Estate Management Profits: Harnessing Data Analytics: Duke University
  • NoSQL systems: Universidad Nacional Autónoma de México

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