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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
    Free Trial
    I

    Infosec

    Python for Command-and-control, Exfiltration and Impact

    Skills you'll gain: Threat Modeling, Cyber Operations, Threat Detection, Exploit development, Cybersecurity, Scripting, IT Automation, Command-Line Interface, Python Programming, Encryption, Network Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L&T EduTech

    Industrial Power Systems Analysis and Stability

    Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Control Systems, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Systems Analysis, Simulation and Simulation Software, Electrical Engineering, Network Analysis, Engineering Analysis, Numerical Analysis, Low Voltage, Mathematical Modeling, Simulations, Power Electronics, Graph Theory, Differential Equations

    4.4
    Rating, 4.4 out of 5 stars
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    36 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Saïd Business School, University of Oxford

    Generative and Agentic AI

    Skills you'll gain: Prompt Engineering, Generative AI, Agentic systems, LLM Application, ChatGPT, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Responsible AI, Business Workflow Analysis, Decision Making, Content Creation

    4.7
    Rating, 4.7 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pennsylvania

    企业金融概论(中文版)

    Skills you'll gain: Return On Investment, Capital Budgeting, Finance, Financial Modeling, Corporate Finance, Financial Management, Financial Analysis, Business Valuation, Financial Market, Cash Flows, Securities (Finance), Asset Management

    4.6
    Rating, 4.6 out of 5 stars
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    49 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Data Processing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    232 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Entrepreneurship, Strategic Planning, Business Strategies, Business Development, New Business Development, Business Analysis, Entrepreneurial Finance, Collaboration, Case Studies, Analysis, Financial Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    86 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Use Power Platform for Custom & Automated Solutions

    Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, No-Code Development, Business Process Automation, Application Development, Application Design, Business Process, UI Components, Data Modeling, Role-Based Access Control (RBAC)

    3.7
    Rating, 3.7 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, LLM Application, Prompt Patterns, OpenAI, Large Language Modeling, Artificial Intelligence, ChatGPT, AI Personalization, Development Environment, Tool Calling, Microsoft Azure, Responsible AI, Microsoft Development Tools, Query Languages, User Interface (UI), Prompt Engineering, Application Development, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
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    73 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    L

    L&T EduTech

    Metro Rail Systems and Construction

    Skills you'll gain: Construction Engineering, Civil Engineering, Structural Analysis, Building Codes, Building Services Engineering, Electrical Systems, Transportation Operations, Building Information Modeling, Construction Management, Construction Inspection, Structural Engineering, Construction, Architecture and Construction, Engineering Analysis, Simulation and Simulation Software, Contract Management, Engineering Practices, Quality Assurance, Laboratory Testing, Planning

    4.8
    Rating, 4.8 out of 5 stars
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    23 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    National Taiwan University

    工程資訊管理 BIM 應用

    Skills you'll gain: Building Information Modeling, Autodesk Revit, Construction Estimating, Engineering Management, Estimation, Construction Management, Product Lifecycle Management, Engineering Practices, Architectural Engineering, Computer-Aided Design, Simulations

    4.7
    Rating, 4.7 out of 5 stars
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    30 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

    Skills you'll gain: Fraud detection, Feature Engineering, Big Data, Anomaly Detection, Google Cloud Platform, Unsupervised Learning, Applied Machine Learning, Decision Tree Learning, Supervised Learning, Predictive Modeling, Machine Learning

    4
    Rating, 4 out of 5 stars
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    26 reviews

    Intermediate · Project · Less Than 2 Hours

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

  • Python for Command-and-control, Exfiltration and Impact: Infosec
  • Industrial Power Systems Analysis and Stability: L&T EduTech
  • Generative and Agentic AI: Saïd Business School, University of Oxford
  • 企业金融概论(中文版): University of Pennsylvania
  • Classification Trees in Python, From Start To Finish: Coursera
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign
  • Use Power Platform for Custom & Automated Solutions: Microsoft
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Metro Rail Systems and Construction: L&T EduTech
  • 工程資訊管理 BIM 應用: National Taiwan University

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