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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: New
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    Coursera

    Analyze Budgets and Capital Structures Confidently

    Skills you'll gain: Variance Analysis, Financial Data, Financial Analysis, Strategic Decision-Making, Financial Modeling, Budgeting, Financial Statement Analysis, Cost Control, Corporate Finance, Cost Management, Risk Modeling, Spreadsheet Software, Microsoft Excel, Business Analytics, Case Studies, Data-Driven Decision-Making, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    GNU Octave: Apply, Implement & Design Functions

    Skills you'll gain: Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Mathematics and Mathematical Modeling, Trigonometry, Programming Principles, Functional Design, Code Reusability, Data Manipulation, Computational Logic, Linear Algebra, Arithmetic, Data Analysis, Analysis, Operations, Data Modeling, Decision Making

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Blender Beginners Masterclass - The Cookie Factory

    Skills you'll gain: Animation and Game Design, Computer Graphic Techniques, Model Optimization, Cinematography, Post-Production, Technical Design, Virtual Environment, Simulations, Graphics Software, File Management, Blended Learning

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Logical Operations

    Microsoft Excel: Data Analysis with Power Pivot

    Skills you'll gain: Key Performance Indicators (KPIs), Microsoft Excel, Data Presentation, Data Analysis Expressions (DAX), Data Integration, Performance Measurement, Pivot Tables And Charts, Data Visualization Software, Spreadsheet Software, Performance Reporting, Trend Analysis, Cloud-Based Integration, Time Series Analysis and Forecasting, Data Analysis, Data Modeling, Data Manipulation, Microsoft 365, Productivity Software

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Architecting Power BI Solutions in Microsoft Fabric

    Skills you'll gain: Capacity Management, Data Loss Prevention, Power BI, Data Analysis Expressions (DAX), Resource Management, Solution Architecture, Data Security, Azure DevOps, Data Architecture, Microsoft Power Platform, Azure DevOps Pipelines, Microsoft Teams, Microsoft Copilot, Model Optimization, Microsoft Azure, Data Modeling, Business Intelligence Software, AI Integrations, AI Security, Data Science

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Model and Analyze Project Finance Viability

    Skills you'll gain: Project Finance, Financial Modeling, Risk Analysis, Excel Formulas, Microsoft Excel, Financial Forecasting, Financial Analysis, Risk Modeling, Project Risk Management, Data-Driven Decision-Making, Capital Budgeting, Cash Flow Forecasting, Feasibility Studies, Business Metrics, Forecasting, Equities, Cash Flows

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Lausanne

    Healthy Urban systems Part 2 : Theories, models and tools

    Skills you'll gain: Health Systems, Systems Thinking, Public Health, Model Based Systems Engineering, Public Health and Disease Prevention, Community Health, Simulation and Simulation Software, Systems Analysis, Mathematical Modeling, Control Systems

    Intermediate · Course · 1 - 3 Months

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    Packt

    Microsoft Cybersecurity Architect Exam Ref SC-100

    Skills you'll gain: Endpoint Security, Zero Trust Network Access, IT Security Architecture, Data Security, Security Architecture Review, Security Strategy, Cloud Security, Cyber Security Strategy, Cloud Services, Microsoft Azure, Security Information and Event Management (SIEM), Cloud Platforms, Security Controls, Cybersecurity, Cyber Security Assessment, Threat Modeling, Cyber Threat Intelligence, Endpoint Detection and Response, Application Security, Cyber Security Policies

    Advanced · Course · 1 - 3 Months

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    Packt

    Microsoft Power BI Performance Best Practices

    Skills you'll gain: Data Modeling, Data Analysis Expressions (DAX), Power BI, Data Store, Power Platform Architecture & Technical Design, Performance Improvement, Performance Tuning, Data Architecture, Microsoft Power Platform, Dashboard Creation, Dashboard, Performance Analysis, Scalability, Frontend Performance, Model Optimization, Microsoft SQL Servers, Microsoft Azure, Performance Metric, Business Intelligence, Data Transformation

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Fine-Tuning and Evaluating Vision AI Models

    Skills you'll gain: Transfer Learning, Image Analysis, Fine-tuning, Computer Vision, Model Evaluation, Model Training, Model Optimization, Model Deployment, Performance Metric, Data Pipelines, Quality Assessment, Quality Assurance, Performance Measurement, Data Quality, Applied Machine Learning, Performance Analysis, Predictive Modeling, Statistical Machine Learning, Statistical Modeling

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    Pearson

    Data Science Fundamentals Part 1: Unit 2

    Skills you'll gain: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, Data Import/Export, JSON, Object Oriented Programming (OOP), Data Access, Extensible Markup Language (XML), Data Modeling, Data Collection, Extensible Languages and XML, Systems Integration, Application Programming Interface (API), Relational Databases

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Excel Formulas for Peak Performance

    Skills you'll gain: Excel Formulas, Consolidation, Microsoft Excel, Model Optimization, Spreadsheet Software, Performance Tuning, Process Optimization, Performance Improvement, Financial Modeling, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

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

  • Analyze Budgets and Capital Structures Confidently: Coursera
  • GNU Octave: Apply, Implement & Design Functions: EDUCBA
  • Blender Beginners Masterclass - The Cookie Factory: Packt
  • Microsoft Excel: Data Analysis with Power Pivot: Logical Operations
  • Architecting Power BI Solutions in Microsoft Fabric: Packt
  • Model and Analyze Project Finance Viability: Coursera
  • Healthy Urban systems Part 2 : Theories, models and tools: University of Lausanne
  • Microsoft Cybersecurity Architect Exam Ref SC-100: Packt
  • Microsoft Power BI Performance Best Practices: Packt
  • Fine-Tuning and Evaluating Vision AI Models: Coursera

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