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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


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    EDUCBA

    Fundraising with IPO & FPO Valuation Strategies

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Income Statement, Business Valuation, Balance Sheet, Fundraising, Investment Banking, Financial Modeling, Financial Forecasting, Equities, Corporate Finance

    Mixed · Course · 1 - 4 Weeks

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    University of California San Diego

    Machine Learning With Big Data

    Skills you'll gain: Exploratory Data Analysis, Apache Spark, Big Data, Regression Analysis, Data Mining, Applied Machine Learning, Statistical Analysis, Machine Learning, Data Analysis, Unsupervised Learning, Data Transformation, Predictive Modeling, Data Cleansing, Supervised Learning, Decision Tree Learning

    4.6
    Rating, 4.6 out of 5 stars
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    2.5K reviews

    Mixed · Course · 1 - 3 Months

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    The State University of New York

    Launch Your Online Business

    Skills you'll gain: Branding, Marketing and Public Relations, Entrepreneurship, Content Creation, Video Production, Marketing, Copywriting, Business Modeling, Presentations, Customer Engagement, Value Propositions, E-Commerce, Web Design and Development, Photography, Persona Development

    4.7
    Rating, 4.7 out of 5 stars
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    877 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Introduction to Spreadsheets and Models

    Skills you'll gain: Spreadsheet Software, Financial Modeling, Regression Analysis, Statistical Modeling, Excel Formulas, Business Modeling, Simulation and Simulation Software, Microsoft Excel, Google Sheets, Probability Distribution, Forecasting, Risk Analysis, Data Analysis Software, Process Optimization, Decision Tree Learning

    4.2
    Rating, 4.2 out of 5 stars
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    3.9K reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Virginia

    Entrepreneurship: Growing Your Business

    Skills you'll gain: Financial Statements, Financial Accounting, Balance Sheet, Financial Reporting, Financial Statement Analysis, Design Thinking, Accounting, Innovation, Process Design, Business Modeling, Entrepreneurship, Philanthropy, Leadership Development, Strategic Leadership, Corporate Sustainability, Stakeholder Engagement, Professional Development, Business Ethics, Finance, HR Tech

    4.8
    Rating, 4.8 out of 5 stars
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    7.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Processing, Data Transformation, Financial Forecasting, Feature Engineering, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Predictive Modeling, Pandas (Python Package), Tensorflow, Artificial Neural Networks, Matplotlib, NumPy

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Unreal Engine 5 Integration & Scene Finalization

    Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, 3D Modeling, User Interface (UI), UI Components, Computer Graphics, Animations, Game Design, Video Game Development, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Machinery Details & Shading Techniques

    Skills you'll gain: Technical Design

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Machine Learning with Python: Build & Optimize

    Skills you'll gain: Matplotlib, Regression Analysis, Scikit Learn (Machine Learning Library), Data Visualization, Python Programming, Applied Machine Learning, Data Processing, Pandas (Python Package), NumPy, Predictive Modeling, Machine Learning Algorithms, Statistical Machine Learning, Machine Learning, Data Manipulation, Data Science, Dimensionality Reduction, Statistical Modeling, Feature Engineering, Unsupervised Learning, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Generative AI: Advancing Systems Analysis & Architecture

    Skills you'll gain: Business Process Modeling, Systems Analysis, Generative AI, Stakeholder Communications, Process Flow Diagrams, Business Workflow Analysis, Systems Architecture, Solution Architecture, Business Process Automation, LLM Application, Stakeholder Analysis, Technical Consulting, Software Architecture, Systems Thinking, Project Documentation

    4.9
    Rating, 4.9 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Generative AI with Large Language Models

    Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Scalability, Natural Language Processing, Responsible AI, Machine Learning, Reinforcement Learning, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Software Development Lifecycle

    Skills you'll gain: User Story, Agile Software Development, Software Design Patterns, Design Thinking, Software Development Methodologies, Software Design, Agile Methodology, Agile Project Management, Process Mapping, Software Engineering, Kanban Principles, Software Development Life Cycle, Software Quality Assurance, Application Security, Scrum (Software Development), Object Oriented Design, Software Architecture, User Experience Design, Software Quality (SQA/SQC), Requirements Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    9.8K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Fundraising with IPO & FPO Valuation Strategies: EDUCBA
  • Machine Learning With Big Data: University of California San Diego
  • Launch Your Online Business: The State University of New York
  • Introduction to Spreadsheets and Models: University of Pennsylvania
  • Entrepreneurship: Growing Your Business: University of Virginia
  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Unreal Engine 5 Integration & Scene Finalization: Packt
  • Advanced Machinery Details & Shading Techniques: Packt
  • Machine Learning with Python: Build & Optimize: EDUCBA
  • Generative AI: Advancing Systems Analysis & Architecture: SkillUp

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