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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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    Status: Free Trial
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    Coursera

    Marketing Data & Reporting Essentials

    Skills you'll gain: Data-Driven Decision-Making, Data-Driven Marketing, Spreadsheet Software, Campaign Management, Marketing Channel, Microsoft Excel, Looker (Software), Marketing Analytics, Data Storytelling, Data Quality, Data Cleansing, Performance Reporting, Snowflake Schema, Excel Formulas, Pivot Tables And Charts, Data Visualization, Key Performance Indicators (KPIs), Data Modeling, SQL, Business Intelligence

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Power Platform Solution Discovery and Planning

    Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Process Mapping, Business Process Improvement, Functional Requirement, Enterprise Architecture, Business Process, Solution Architecture, Microsoft Power Platform, Requirements Analysis, Enterprise Modeling, Requirements Elicitation, Cloud Solutions, Cloud Computing Architecture, Digital Transformation, Microsoft Azure, User Requirements Documents, Planning, Risk Mitigation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Finance of Mergers and Acquisitions: Designing an M&A Deal

    Skills you'll gain: Mergers & Acquisitions, Private Equity, Business Valuation, Investment Banking, Accounting, Corporate Tax, Corporate Strategy, Financial Modeling, Financial Management, Corporate Finance, Tax Management

    4.7
    Rating, 4.7 out of 5 stars
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    68 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Universidad de los Andes

    Analítica financiera​

    Skills you'll gain: Advanced Analytics, Financial Data, Financial Forecasting, Financial Analysis, Risk Modeling, Financial Modeling, Analytics, Predictive Analytics, Time Series Analysis and Forecasting, Statistical Analysis, Trend Analysis, Risk Analysis, Market Data, Predictive Modeling, Risk Management, Data Transformation, Applied Machine Learning, Machine Learning Methods, Descriptive Analytics, Statistical Methods

    4.6
    Rating, 4.6 out of 5 stars
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    107 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Universidad de Palermo

    Inteligencia Artificial y Ciencia de Datos para Negocios

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, ChatGPT, Prompt Engineering Tools, Responsible AI, Generative AI, Data Ethics, Business Intelligence, Organizational Leadership, Business Analytics, Large Language Modeling, Culture Transformation, AI Security, AI literacy, Artificial Intelligence, Business, Data Science, Emerging Technologies, Innovation

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    N

    National Taiwan University

    機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

    Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Machine Learning Methods, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Theoretical Computer Science, Classification Algorithms, Mathematical Modeling, Statistical Methods, Probability & Statistics, Algorithms, Statistical Inference

    4.9
    Rating, 4.9 out of 5 stars
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    938 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Interest Rate Models

    Skills you'll gain: Portfolio Risk, Derivatives, Financial Market, Risk Modeling, Securities (Finance), Futures Exchange, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics

    4.5
    Rating, 4.5 out of 5 stars
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    198 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Toronto

    Motion Planning for Self-Driving Cars

    Skills you'll gain: Robotics, Network Routing, Graph Theory, Algorithms, Artificial Intelligence, Simulations, Predictive Modeling, Scenario Testing

    4.8
    Rating, 4.8 out of 5 stars
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    487 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Artificial Intelligence, Model Training, Recurrent Neural Networks (RNNs), Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
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    467 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Equations & Inequalities

    Skills you'll gain: Algebra, Arithmetic, General Mathematics, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Graphing, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    654 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Stanford Online

    Game Theory II: Advanced Applications

    Skills you'll gain: Game Theory, Bidding, Social Sciences, Resource Allocation, Economics, Social Impact, Behavioral Economics, Decision Making, Mathematical Theory & Analysis, Revenue Management, Model Optimization

    4.7
    Rating, 4.7 out of 5 stars
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    652 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Edge Impulse

    Introduction to Embedded Machine Learning

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Data Preprocessing, Embedded Systems, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Responsible AI, Model Deployment, Convolutional Neural Networks, Predictive Modeling, Feature Engineering, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    766 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Marketing Data & Reporting Essentials: Coursera
  • Power Platform Solution Discovery and Planning: Packt
  • Finance of Mergers and Acquisitions: Designing an M&A Deal: University of Illinois Urbana-Champaign
  • Analítica financiera​: Universidad de los Andes
  • Inteligencia Artificial y Ciencia de Datos para Negocios: Universidad de Palermo
  • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
  • Interest Rate Models: École Polytechnique Fédérale de Lausanne
  • Motion Planning for Self-Driving Cars: University of Toronto
  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University

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