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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

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning

    Earn a degree

    Degree · 1 - 4 Years

  • H

    HEC Paris

    Executive MSc & MSc in Innovation and Entrepreneurship

    Skills you'll gain: New Product Development, Research Methodologies, Intellectual Property, Performance Measurement, Design Thinking, Value Propositions, Business Strategy, Financial Modeling, Private Equity, Social Media Strategy, Team Building, Business Modeling, Active Listening, Sustainable Business, Business Planning, Social Impact, Supplier Relationship Management, Ideation, Entrepreneurship, Innovation

    Earn a degree

    Degree · 1 - 4 Years

  • Status: New
    New
    G

    Google Cloud

    Model Armor: AI デプロイの保護

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Large Language Modeling, Model Deployment, Secure Coding, Responsible AI, Security Controls, Data Security, System Configuration, API Design, Configuration Management

    Beginner · Course · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Model Evaluation, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Gerontology, People Analytics, Time Series Analysis and Forecasting, Spatial Data Analysis, Social Determinants Of Health, Digital Transformation, Matplotlib, Biostatistics, Deep Learning, Risk Analysis, Bayesian Statistics, Exploratory Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI with Privacy and Access Controls

    Skills you'll gain: Data Loss Prevention, AI Security, Responsible AI, Information Privacy, Security Controls, Personally Identifiable Information, Threat Modeling, Data Security, Security Awareness, Incident Response, Cyber Security Policies, Governance, Risk Management Framework, Identity and Access Management, Data Governance, Generative AI

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Decisiones Estratégicas y Analítica de Datos

    Skills you'll gain: Database Design, Descriptive Analytics, Business Analytics, Data Ethics, NoSQL, Query Languages, Data Mining, SQL, Digital Transformation, Relational Databases, Data Analysis, R Programming, Big Data, Data-Driven Decision-Making, Databases, Predictive Analytics, Competitive Analysis, Business Strategy, Strategic Thinking, Business Strategies

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor: 안전한 AI 배포

    Skills you'll gain: AI Security, Large Language Modeling, Model Deployment, LLM Application, Open Web Application Security Project (OWASP), Responsible AI, Google Cloud Platform, Security Controls, Cloud API, API Design, System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Secure AI Interpret and Protect Models

    Skills you'll gain: AI Security, Security Engineering, Threat Modeling, Security Testing, Security Strategy, Responsible AI, Cyber Threat Hunting, Vulnerability Assessments, Data Integrity, Model Evaluation, Data Validation, Information Privacy, Analysis, Generative Adversarial Networks (GANs), Design

    Intermediate · Course · 1 - 4 Weeks

  • 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, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, AI Enablement, Governance, Artificial Intelligence, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Marketing Effectiveness, 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

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

  • Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
  • Executive MSc & MSc in Innovation and Entrepreneurship: HEC Paris
  • Model Armor: AI デプロイの保護: Google Cloud
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Secure AI with Privacy and Access Controls: Coursera
  • Diplomado en Decisiones Estratégicas y Analítica de Datos: Pontificia Universidad Católica de Chile
  • Model Armor: 안전한 AI 배포: Google Cloud
  • Secure AI Interpret and Protect Models: Coursera
  • Forecasting Models for Marketing Decisions: Emory University
  • Generative AI and Model Selection: Vanderbilt University

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