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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


  • G

    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, AI Workflows, Artificial Neural Networks, Cloud API, Feature Engineering, Model Training

    ★ 4.4 (540) · Advanced · Course · 1 - 3 Months

  • N

    New York University

    Overview of Advanced Methods of Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Market Liquidity, Market Dynamics, Markov Model, Financial Modeling, Machine Learning Methods, Financial Data, Credit Risk, General Lending, Machine Learning, Differential Equations

    ★ 3.8 (85) · Advanced · Course · 1 - 4 Weeks

  • C

    Columbia University

    Optimization Methods in Asset Management

    Skills you'll gain: Portfolio Management, Investment Management, Portfolio Risk, Asset Management, Investments, Risk Modeling, Estimation, Market Liquidity, Risk Management, Financial Market, Financial Trading, Model Optimization, Equities, Securities (Finance), Statistical Methods, Risk Analysis, Securities Trading, Market Dynamics, Sampling (Statistics), Financial Analysis

    ★ 4.6 (47) · Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Introduction to Risk Management

    Skills you'll gain: Threat Modeling, Threat Management, Risk Management, Business Continuity Planning, Asset Protection, Risk Analysis, Risk Management Framework, Risk Mitigation, Business Continuity, Risk Control, Vulnerability Assessments, Vulnerability Management, Security Controls

    ★ 4.6 (159) · Mixed · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    ¿Cómo construir mi modelo de negocio?

    Skills you'll gain: Strategic Partnership, Business Modeling, Value Propositions, New Business Development, Resource Allocation, Target Market, Business Planning, Revenue Management, Performance Metric, Business Strategy, Market Opportunities, Customer Analysis, User Feedback, Consumer Behaviour

    ★ 4.8 (436) · Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Survival Analysis in R for Public Health

    Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Logistic Regression, Probability & Statistics, Statistical Modeling, Statistical Hypothesis Testing, Predictive Modeling, Descriptive Statistics, Model Evaluation, Public Health

    ★ 4.5 (331) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Data Analysis Software, Advanced Analytics, Analytics, Predictive Analytics, Data Preprocessing

    ★ 4.7 (25) · Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Automation & Advanced Techniques with Copilot in Excel

    Skills you'll gain: Excel Macros, Forecasting, Microsoft Copilot, Dashboard Creation, Microsoft Excel, Predictive Modeling, Workflow Management, UI Components, Visual Basic (Programming Language), User Interface (UI), Automation, Debugging, Interactive Data Visualization, Scenario Testing, Programming Principles

    ★ 4.5 (66) · Beginner · Course · 1 - 4 Weeks

  • É

    École Polytechnique

    Fundamentals of Fluid-Solid Interactions

    Skills you'll gain: Vibrations, Engineering Analysis, Hydraulics, Civil Engineering, Mechanical Engineering, Engineering, Mechanics, Structural Engineering, Hemodynamics, Biological Engineering, Biomedical Engineering, Mathematical Modeling, Differential Equations

    ★ 4.8 (736) · Intermediate · Course · 1 - 3 Months

  • U

    University of California, Davis

    SQL for Data Science Capstone Project

    Skills you'll gain: Presentations, Data Presentation, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Modeling, Database Design, Performance Metric, Business Metrics, Analytical Skills, Business Analytics, Text Mining, Data Science, Data Import/Export, Target Audience

    ★ 4.2 (259) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Houston

    Math behind Moneyball

    Skills you'll gain: Probability & Statistics, Statistical Methods, Statistics, Microsoft Excel, Predictive Analytics, Game Theory, Spreadsheet Software, Predictive Modeling, Excel Formulas, Pivot Tables And Charts, Regression Analysis, Statistical Analysis, Statistical Modeling, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Analytics, Data Analysis Software, Simulations, Probability

    ★ 4.5 (97) · Beginner · Course · 1 - 3 Months

  • U

    UNSW Sydney (The University of New South Wales)

    Requirements Writing

    Skills you'll gain: Requirements Analysis, Requirements Management, Requirements Elicitation, Business Requirements, Technical Writing, Functional Requirement, Product Requirements, Engineering Documentation, Business Writing, System Requirements, Project Documentation, Editing, Systems Engineering

    ★ 4.6 (358) · Beginner · Course · 1 - 4 Weeks

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

  • Natural Language Processing on Google Cloud: Google Cloud
  • Overview of Advanced Methods of Reinforcement Learning in Finance: New York University
  • Optimization Methods in Asset Management: Columbia University
  • Introduction to Risk Management: University of California, Irvine
  • ¿Cómo construir mi modelo de negocio?: Universidad de los Andes
  • Survival Analysis in R for Public Health: Imperial College London
  • GenAI for Data Analysts: Coursera
  • Automation & Advanced Techniques with Copilot in Excel: Microsoft
  • Fundamentals of Fluid-Solid Interactions: École Polytechnique
  • SQL for Data Science Capstone Project: University of California, Davis

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