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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

    Responsible AI for Developers: Privacy & Safety - 日本語版

    Skills you'll gain: AI Security, Responsible AI, Generative AI, Google Cloud Platform, Information Privacy, Federated Learning, Threat Modeling, Artificial Intelligence, Data Security, Model Deployment, Safety and Security, Data Governance, Encryption

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Model Armor:保護您部署的 AI 應用程式

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

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: Project Management Life Cycle, Model Evaluation, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Project Closure, Engineering Management, Product Management, Technology Strategies, Business Modeling, Systems Thinking, Stakeholder Analysis, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Management Systems, Asset Management, Project Risk Management, Operations Research, Team Management, Operational Efficiency

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Indian School of Business

    Certificate in Strategic Leadership

    Skills you'll gain: Business Strategy, Crisis Management, Strategic Planning, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Competitive Intelligence, Team Leadership, Business Ethics, Strategic Decision-Making, Value Propositions, Market Analysis, Market Opportunities

    University Certificate · 6 - 12 Months

  • 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

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Data-Driven Decision-Making, Financial Statement Analysis, Descriptive Analytics, Transfer Learning, Simulations, Pandas (Python Package), Operations Research

    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

  • C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Machine Interfaces, AI Enablement

    Earn a degree

    Degree · 1 - 4 Years

  • 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

  • Responsible AI for Developers: Privacy & Safety - 日本語版: Google Cloud
  • Model Armor:保護您部署的 AI 應用程式: Google Cloud
  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • Certificate in Strategic Leadership: Indian School of Business
  • Model Armor: AI デプロイの保護: Google Cloud
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Secure AI with Privacy and Access Controls: Coursera
  • Master of Science in Computer Science: Clemson University
  • Forecasting Models for Marketing Decisions: Emory University
  • Generative AI and Model Selection: Vanderbilt University

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