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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


  • P

    Packt

    RESTful API with Express

    Skills you'll gain: Data Persistence, API Design, API Testing, Test Tools, Javascript, Development Environment

    Intermediate · Course · 1 - 4 Weeks

  • C

    Copenhagen Business School

    Sustainability and Stakeholders: Tensions and Balances

    Skills you'll gain: Corporate Sustainability, Sustainable Business, Stakeholder Management, Employee Engagement, Stakeholder Engagement, Stakeholder Communications, Stakeholder Analysis, Corporate Strategy, Customer Relationship Building, Social Impact, Cross-Functional Collaboration, Strategic Partnership, Business Modeling

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Training, Model Optimization, Model Deployment, Data Preprocessing, AI Workflows, Fine-tuning, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    OutSystems Fundamentals Create Your First Web App

    Skills you'll gain: Application Deployment, No-Code Development, Application Development, Web Applications, Data Modeling, Responsive Web Design, Application Design, Web Design and Development, Application Lifecycle Management, User Interface (UI), Process Driven Development, User Interface (UI) Design, Software Visualization, UI Components, Business Logic, Data Integration

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Automation, Statistical Methods, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build and Apply Java Hibernate CRUD Applications

    Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Data Validation, Package and Software Management, User Interface (UI), Database Application, Relational Databases, Database Development, Java Programming, Development Environment, Java, Data Modeling, Java Platform Enterprise Edition (J2EE), Application Development, User Interface (UI) Design, Verification And Validation, Data Persistence, Data Integrity, Transaction Processing

    Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    GitHub: Codespaces, Actions, and Ecosystem Tools

    Skills you'll gain: GitHub Copilot, CI/CD, Development Environment, Continuous Integration, GitHub, Cloud Development, Fine-tuning, Hugging Face, Continuous Deployment, Microsoft Copilot, Model Deployment, YAML, DevOps, Large Language Modeling, AI Workflows, AI Enablement, Containerization, Docker (Software), Python Programming, AI Personalization

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Google Cloud Generative AI Leader Training 2025

    Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI, AI Security, Google Cloud Platform, Responsible AI, Gemini, Generative Model Architectures, AI Integrations, AI literacy, Large Language Modeling, Risk Mitigation, AI Product Strategy, Cloud Solutions, Model Deployment, Governance

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Track & Populate Marketing Performance Metrics

    Skills you'll gain: Marketing Analytics, Data Collection, Marketing Effectiveness, Marketing, Data-Driven Marketing, Marketing Strategies, Marketing Operations, Business Metrics, Performance Metric, Performance Measurement, Performance Analysis, Data Capture, Key Performance Indicators (KPIs), Data Entry, Performance marketing, Data Compilation, Data Quality, Data Maintenance, Document Management, Record Keeping

    Beginner · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Uso de la IA para la prevención de lesiones y recuperación

    Skills you'll gain: Medical Equipment and Technology, Healthcare Ethics, Responsible AI, AI Personalization, Kinesiology, Artificial Intelligence and Machine Learning (AI/ML), Preventative Care, Biomedical Engineering, Human Factors, Virtual Reality, Data Collection

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Unify Multimodal Data with Automated ETL

    Skills you'll gain: Apache Airflow, Data Pipelines, Scalability, Feature Engineering, Extract, Transform, Load, Workflow Management, AI Workflows, AI Orchestration, Data Infrastructure, Data Integration, Database Design, Data Modeling, Data Architecture, Data Quality, Data Processing, Data Storage

    Intermediate · Course · 1 - 4 Weeks

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

  • RESTful API with Express: Packt
  • Sustainability and Stakeholders: Tensions and Balances: Copenhagen Business School
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • OutSystems Fundamentals Create Your First Web App: Coursera
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • Build and Apply Java Hibernate CRUD Applications: EDUCBA
  • GitHub: Codespaces, Actions, and Ecosystem Tools: Pragmatic AI Labs
  • Google Cloud Generative AI Leader Training 2025: Packt
  • Track & Populate Marketing Performance Metrics: Coursera

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