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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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    ESSEC Business School

    Hotel Management: Distribution, Revenue and Demand Management

    Skills you'll gain: Revenue Management, Hospitality Management, Competitive Analysis, Digital Marketing, Data-Driven Decision-Making, Stakeholder Communications, Forecasting, Budgeting, Demand Generation, Hotel Operations, Asset Management, Hospitality, Marketing, Financial Forecasting, Strategic Marketing, Target Market, Financial Analysis, Strategic Planning, Marketing Channel, Business Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    DeepLearning.AI

    Linear Algebra for Machine Learning and Data Science

    Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Machine Learning Methods, Data Transformation, Data Manipulation, Data Science, Applied Mathematics, Mathematical Modeling, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, Generative Model Architectures, Prompt Engineering, Generative AI, Deep Learning, Natural Language Processing, Responsible AI, Application Deployment, Scalability, Operational Efficiency, Machine Learning, Performance Tuning, Systems Integration

    Advanced · Course · 3 - 6 Months

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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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    EDUCBA

    3DS Max UV Unwrapping: Analyze, Create & Render

    Skills you'll gain: 3D Modeling, 3D Assets, Autodesk, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Image Quality

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Blender Beginners Masterclass - The Cookie Factory

    Skills you'll gain: Technical Design, Performance Tuning, Virtual Environment, Blended Learning

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Material Fundamentals - Procedural Textures in Blender 4.4

    Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Design Elements And Principles, Creative Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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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

  • Status: New
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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

    Advanced Machinery Details & Shading Techniques

    Skills you'll gain: Technical Design

    Advanced · Course · 1 - 3 Months

  • Status: New
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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

  • Status: Free Trial
    Free Trial
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    Unilever

    Unilever Supply Chain Data Analyst

    Skills you'll gain: Data Governance, Descriptive Analytics, Data Storytelling, Supply Chain, Supply Chain Management, Demand Planning, Presentations, Data Visualization, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Process Improvement, Data Management, Data Lakes, Predictive Analytics, Forecasting, Data Analysis, Data Analysis Software, Real Time Data, Problem Solving

    4.7
    Rating, 4.7 out of 5 stars
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    580 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Hotel Management: Distribution, Revenue and Demand Management: ESSEC Business School
  • Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
  • Decoding Large Language Models: Packt
  • Fundraising with IPO & FPO Valuation Strategies: EDUCBA
  • 3DS Max UV Unwrapping: Analyze, Create & Render: EDUCBA
  • Blender Beginners Masterclass - The Cookie Factory: Packt
  • Material Fundamentals - Procedural Textures in Blender 4.4: Packt
  • Entrepreneurship: Growing Your Business: University of Virginia
  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Advanced Machinery Details & Shading Techniques: Packt

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