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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


  • C

    Coursera

    GenAI for Fraud Analysts: Improving Detection Efficiency

    Skills you'll gain: Anomaly Detection, Fraud detection, Data Literacy, Data Visualization, Generative AI, Risk Management, Risk Mitigation, ChatGPT, Data Synthesis, Compliance Management, AI Integrations, AI Workflows, Data Pipelines, Automation, Predictive Analytics

    ★ 4.7 (6) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Microsoft

    Full-Stack Developer Capstone Project

    Skills you'll gain: ASP.NET, Restful API, Full-Stack Web Development, Cloud Deployment, Performance Tuning, Frontend Integration, .NET Framework, Data Modeling, Frontend Performance, Development Environment, Software Development Tools, Object-Relational Mapping, Web Development, Software Development, Cloud Infrastructure, Web Applications, UI Components, Code Reusability, Authentications, Application Development

    ★ 4.6 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    Advanced Machine Learning Algorithms

    Skills you'll gain: Feature Engineering, Model Evaluation, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Random Forest Algorithm, Advanced Analytics, Algorithms, Statistical Machine Learning, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Preprocessing, Fine-tuning, Classification And Regression Tree (CART)

    ★ 3.6 (14) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad de Palermo

    Disrupción Digital

    Skills you'll gain: Business Strategies, Business Strategy, Digital Analysis, Business Planning, Technology Strategies, Strategic Planning, Digital Transformation, Innovation, Organizational Strategy, Business Transformation, Business Modeling, Emerging Technologies, Business Analysis Tools, Customer Relationship Management

    ★ 4.9 (51) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Minnesota

    Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Business Planning, Simulation and Simulation Software, Customer Analysis, Advanced Analytics, A/B Testing, Data Mining, Business Analysis, Ideation, Sprint Planning, Problem Solving, Critical Thinking

    Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Put It All Together: Prepare for a Cloud Data Analyst Job

    Skills you'll gain: Responsible AI, Generative AI, Data Ethics, Data Analysis, Google Cloud Platform, Analytical Skills, Large Language Modeling, AI literacy, Professional Development, Problem Solving

    ★ 4.7 (40) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    UX and Interface Design for Embedded Systems

    Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Persona (User Experience), Usability Testing, User Centered Design, User Interface (UI) Design, Embedded Systems, Unified Modeling Language

    ★ 4.1 (17) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • R

    Rice University

    Финансы для нефинансистов

    Skills you'll gain: Capital Budgeting, Finance, Capital Expenditure, Financial Analysis, Financial Modeling, Corporate Finance, Financial Acumen, Financial Statement Analysis, Financial Planning, Business Valuation, Financial Management, Return On Investment, Cash Flows, Spreadsheet Software, Financial Statements, Financial Market, Investment Management, Cash Flow Forecasting, Investments, Risk Analysis

    ★ 4.5 (17) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Advanced Analytics with Power BI

    Skills you'll gain: Dashboard Creation, Business Reporting, Business Intelligence Software, Data Import/Export, Data-Driven Decision-Making, Model Optimization

    ★ 4.7 (47) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    Cyber Security: Security of AI

    Skills you'll gain: Security Testing, Cyber Threat Intelligence, Cyber Risk, AI Integrations, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Security Controls, Threat Modeling, Security Strategy, Data Ethics, Security Engineering, Threat Detection, Data Governance, Data Security, Exploitation techniques, Security Management, Information Privacy, Emerging Technologies, Model Evaluation

    ★ 4.7 (32) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Columbia University

    3D Reconstruction - Multiple Viewpoints

    Skills you'll gain: Image Analysis, Computer Graphics, Virtual Reality, Computer Vision, Linear Algebra

    ★ 4.6 (45) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Product Analytics Unlocked: Metrics to Meaningful Insight

    Skills you'll gain: Data Storytelling, Data Presentation, Conversion Funnel Analysis, Dashboard, Data Pipelines, Strategic Prioritization, Customer Retention, Customer Analysis, Product Strategy, SQL, Data Analysis, Business Intelligence, Data Warehousing, Pandas (Python Package), Performance Metric, Statistical Analysis, Scikit Learn (Machine Learning Library), Decision Making, Resource Allocation, Python Programming

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular predictive modeling courses

  • GenAI for Fraud Analysts: Improving Detection Efficiency: Coursera
  • Full-Stack Developer Capstone Project: Microsoft
  • Advanced Machine Learning Algorithms: Fractal Analytics
  • Disrupción Digital: Universidad de Palermo
  • Analytics Project Ideation: University of Minnesota
  • Put It All Together: Prepare for a Cloud Data Analyst Job: Google Cloud
  • UX and Interface Design for Embedded Systems: University of Colorado Boulder
  • Финансы для нефинансистов: Rice University
  • Advanced Analytics with Power BI: Edureka
  • Cyber Security: Security of AI: Macquarie University

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