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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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    U

    University of Michigan

    Introduction to Structured Query Language (SQL)

    Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Data Modeling, Query Languages, Data Integrity, Development Environment, PHP (Scripting Language), Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.5K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Capital Budgeting Practices

    Skills you'll gain: Capital Budgeting, Capital Expenditure, Financial Analysis, Corporate Finance, Financial Management, Project Finance, Financial Modeling, Risk Analysis, Cost Benefit Analysis, Investment Management, Return On Investment, Project Portfolio Management, Operational Analysis, Operating Cost, Cash Flows, Business Risk Management, Equities, Cash Flow Forecasting, Analysis, Cost Accounting

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    S

    Sage Publications

    Foundations of Statistical Analysis with Stata

    Skills you'll gain: Stata, STATA (Software), Quantitative Research, General Science and Research, Regression Analysis, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Data Entry, Descriptive Analytics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistical Programming, Data Analysis, Data Import/Export, Statistical Modeling, Logistic Regression, Time Series Analysis and Forecasting, Structural Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Deep Learning and Modern AI Architectures

    Skills you'll gain: Fine-tuning, Generative Model Architectures, Deep Learning, Autoencoders, Generative AI, Model Optimization, Artificial Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Network Architecture, Model Evaluation, Anomaly Detection, Computer Vision, Predictive Modeling

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Pearson

    Stocks, Bonds, and the Cost of Capital

    Skills you'll gain: Business Valuation, Securities (Finance), Equities, Corporate Finance, Finance, Financial Modeling, Capital Markets, Investments, Return On Investment, Cost Estimation, Corporate Tax, Cash Flows, Tax

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship

    Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, Strategic Planning, New Product Development, New Business Development

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    3.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    P

    Packt

    Microsoft Power Platform Solutions Architect's Handbook

    Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Microsoft Power Platform, Process Mapping, Application Lifecycle Management, Microsoft Copilot, Business Continuity Planning, Solution Architecture, Data Loss Prevention, Business Process Improvement, Functional Requirement, Disaster Recovery, Enterprise Architecture, Digital Transformation, Data Modeling, Planning, Business Process, Risk Mitigation, Stakeholder Management

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Power Electronics

    Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, USB, Simulation and Simulation Software, Simulations, Engineering Documentation, Electrical Engineering, Semiconductors, Electrical Power, Engineering Design Process, Electronics, Electrical Systems, Electronic Components, Hardware Design, Technical Communication, Electronics Engineering, electromagnetics, Electric Power Systems, System Requirements

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    4.3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Foundations of Relational Databases and SQL

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Management, Database Theory, Database Systems, Data Integrity, Data Store, Database Development, Network Model, Database Architecture and Administration, Database Management Systems, Systems Development, Microsoft SQL Servers, Performance Tuning, Requirements Analysis, Systems Development Life Cycle, Data Modeling, Data Architecture, Data Manipulation

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Private Equity & Venture Capital

    Skills you'll gain: Private Equity, Financial Modeling, Entrepreneurial Finance, Negotiation, Contract Negotiation, Case Studies, Financial Statement Analysis, Business Valuation, Investment Banking, Entrepreneurship, Income Statement, Balance Sheet, Finance, Financial Analysis, Financial Statements, Investments, Liquidation, Cash Flows, Analysis, Job Analysis

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Packt

    DeepSeek AI for Business Strategy and Decision-Making

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Enablement, Strategic Thinking, Prompt Patterns, Deepseek, Prompt Engineering Tools, Business Transformation, Digital Transformation, Business Strategy, Decision Intelligence, Strategic Marketing, Performance Measurement, Strategic Planning, Risking, Artificial Intelligence, Marketing, Web Analytics and SEO, Market Trend, Financial Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
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    800 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Structured Query Language (SQL): University of Michigan
  • Capital Budgeting Practices: Pearson
  • Foundations of Statistical Analysis with Stata: Sage Publications
  • Deep Learning and Modern AI Architectures: Coursera
  • Stocks, Bonds, and the Cost of Capital: Pearson
  • Innovation: From Creativity to Entrepreneurship: University of Illinois Urbana-Champaign
  • Microsoft Power Platform Solutions Architect's Handbook: Packt
  • Power Electronics: University of Colorado Boulder
  • Foundations of Relational Databases and SQL: John Wiley & Sons
  • Private Equity & Venture Capital: EDUCBA

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