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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

    Algorithm Alchemy: Unlocking the Secrets of Machine Learning

    Skills you'll gain: Machine Learning Methods, Autoencoders, Recurrent Neural Networks (RNNs), Scientific Visualization, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Azure ML: Explore & Configure the Machine Learning Workspace

    Skills you'll gain: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Processing, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Data Store, Apache Spark, Azure Synapse Analytics, Model Training, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Development Environment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Comparable Company Analysis: Apply, Evaluate & Excel

    Skills you'll gain: Business Valuation, Financial Analysis, Financial Modeling, Financial Statement Analysis, Investment Banking, Balance Sheet, Mergers & Acquisitions, Analysis, Finance, Corporate Finance, Property and Real Estate, Interviewing Skills, Financial Data, Market Data, Benchmarking, Business Analysis, Spreadsheet Software, Banking, Business, Research

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Secure SD Branch

    Skills you'll gain: Threat Modeling, Threat Management, Security Requirements Analysis, Infrastructure Security, Software-Defined Networking, Security Architecture Review, Network Performance Management, Network Architecture, Network Planning And Design, IT Security Architecture, Cloud-Based Integration, Network Administration, Cloud Solutions, Network Routing, Wide Area Networks, Network Security, Network Monitoring, Local Area Networks, Virtual Networking, Security Controls

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Transformer Models and BERT Model - Español

    Skills you'll gain: Natural Language Processing, Generative Model Architectures, Large Language Modeling, Classification Algorithms

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Ollama & DeepSeek Reasoning Model Masterclass

    Skills you'll gain: Deepseek, DeepSeek API, AI Orchestration, LLM Application, Generative AI Agents, Artificial Intelligence, Model Deployment, Large Language Modeling, Generative Model Architectures, Software Installation, Development Environment, Open Source Technology, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Generative AI Foundations in Python

    Skills you'll gain: Prompt Engineering, Fine-tuning, Generative AI, Generative Model Architectures, Prompt Patterns, Responsible AI, Model Deployment, Large Language Modeling, Generative Adversarial Networks (GANs), Data Ethics, Natural Language Processing, Transfer Learning, Artificial Intelligence, Model Training, Python Programming, Model Optimization, Machine Learning, Deep Learning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    AI Tooling Capstone: Serverless Multi-Model Systems

    Skills you'll gain: Serverless Computing, Amazon Bedrock, AI Workflows, Prompt Engineering, YAML, AI Integrations, AI Orchestration, LLM Application, Model Deployment, Amazon Web Services, Generative Model Architectures, Cloud Deployment, Model Evaluation, Rust (Programming Language), Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Transforming & Analyzing Data: Lakehouse to Insights

    Skills you'll gain: Power BI, Data Transformation, Data Lakes, Data Warehousing, Real Time Data, Extract, Transform, Load, Data Architecture, Data-Driven Decision-Making, Dashboard, Data Pipelines, Dashboard Creation, Data Modeling, Business Reporting, Data Presentation, Transact-SQL, Business Intelligence, Data Analysis, Microsoft 365, Python Programming, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Machine Learning with Small Data Part 2

    Skills you'll gain: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Generative Model Architectures, Applied Machine Learning, Small Data, Autoencoders, Model Training, Model Optimization, Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Simulation and Simulation Software, Computer Vision, Simulations, 3D Assets, 3D Modeling

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply C Programming by Building an Employee Management App

    Skills you'll gain: Programming Principles, Data Modeling, Data Integrity, File Management, Application Development, Data Management, Computational Logic, Data Maintenance

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

1…355356357…392

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

  • Algorithm Alchemy: Unlocking the Secrets of Machine Learning: Packt
  • Azure ML: Explore & Configure the Machine Learning Workspace: Whizlabs
  • Comparable Company Analysis: Apply, Evaluate & Excel: EDUCBA
  • Secure SD Branch: LearnQuest
  • Transformer Models and BERT Model - Español: Google Cloud
  • Ollama & DeepSeek Reasoning Model Masterclass: Packt
  • Generative AI Foundations in Python: Packt
  • AI Tooling Capstone: Serverless Multi-Model Systems: Pragmatic AI Labs
  • Transforming & Analyzing Data: Lakehouse to Insights: Packt
  • Machine Learning with Small Data Part 2: Northeastern University

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