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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


  • U

    Universidad de los Andes

    Maestría en Gerencia de Tecnologías de Información

    Skills you'll gain: User Story, Test Driven Development (TDD), Continuous Integration, Business Modeling, Process Analysis, Engineering Management, Financial Statement Analysis, Software Architecture, Artificial Intelligence, Risk Analysis, Crisis Management, Agile Project Management, Blockchain, Service Design, Application Security, Project Portfolio Management, Product Management, Generative AI, Technology Strategies, Payment Systems

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Logistic Regression, Data Mining, Dimensionality Reduction, Plot (Graphics), Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Data-Driven Decision-Making, Predictive Modeling, Predictive Analytics, Data Modeling, Analytics, Advanced Analytics, Data Visualization Software, Statistical Visualization

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Gestión de Inversiones

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Markets, Portfolio Management, Accrual Accounting, Risk Management, Financial Analysis, Financial Market, Investments, Financial Accounting, Financial Regulation, Business Ethics, Balance Sheet, Income Statement, Accounting, Ethical Standards And Conduct, Finance, Financial Modeling, Financial Data, Financial Trading

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor : sécuriser les déploiements d'IA

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Large Language Modeling, Model Deployment, Prompt Engineering, API Gateway, Security Controls, Responsible AI, Application Programming Interface (API), System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: como proteger implantações de IA

    Skills you'll gain: AI Security, LLM Application, Large Language Modeling, Open Web Application Security Project (OWASP), Threat Modeling, Security Testing, Security Controls, Security Requirements Analysis, Data Security, Google Cloud Platform, Cloud API, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Forecasting Models for Marketing Decisions

    Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Forecasting, Consumer Behaviour, Marketing Effectiveness, Model Evaluation, Time Series Analysis and Forecasting, Microsoft Excel, Marketing, Regression Analysis, Customer Acquisition Management, Customer Retention

    4.3
    Rating, 4.3 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    S

    Starweaver

    Gen AI Sales Forecasting and Marketing Analysis

    Skills you'll gain: Responsible AI, Data Ethics, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, Business Marketing, AI Enablement, Governance, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    69 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    488 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Prescriptive Analytics

    Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Logistics, Model Evaluation, Python Programming, Decision Making, Cloud Computing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Core generative models and techniques

    Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Microsoft Azure, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Model Evaluation, Tensorflow, Data Pipelines, Prototyping, Image Quality, Time Series Analysis and Forecasting, Forecasting

    Intermediate · Course · 1 - 4 Weeks

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

  • Maestría en Gerencia de Tecnologías de Información: Universidad de los Andes
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Certificado en Gestión de Inversiones: Pontificia Universidad Católica de Chile
  • Model Armor : sécuriser les déploiements d'IA: Google Cloud
  • Model Armor: como proteger implantações de IA: Google Cloud
  • Forecasting Models for Marketing Decisions: Emory University
  • Generative AI and Model Selection: Vanderbilt University
  • Gen AI Sales Forecasting and Marketing Analysis: Starweaver
  • Mining Quality Prediction Using Machine & Deep Learning: Coursera
  • Probabilistic Graphical Models 2: Inference: Stanford University

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