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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


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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 3

    Skills you'll gain: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks

    Advanced · Course · 1 - 3 Months

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    Skillshare

    Blender for Filmmakers: Turn 2D Photos into 3D Scenes

    Skills you'll gain: 3D Modeling, Animation and Game Design, Motion Graphics, Adobe After Effects, Computer Graphics, Post-Production, Cinematography, Video Production

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Büyük Dil Modellerine Giriş

    Skills you'll gain: Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Google Gemini

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Gemini and Vertex AI: Building Intelligent Applications

    Skills you'll gain: Prompt Engineering, Gemini, Model Deployment, Generative AI, Google Gemini, Generative AI Agents, LLM Application, AI Workflows, Tool Calling, Multimodal Prompts, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Google Cloud Platform, Artificial Intelligence, AI Personalization, Performance Tuning, Python Programming, Software Development Tools, Cloud Platforms

    Beginner · Course · 1 - 3 Months

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    Fractal Analytics

    How to Build a Diffusion Model - An Introduction

    Skills you'll gain: Model Evaluation, Generative AI, Data Preprocessing, Transfer Learning, PyTorch (Machine Learning Library), Machine Learning, Convolutional Neural Networks, Image Quality

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Configuración de APIs en Python: Crea un API REST

    Skills you'll gain: Restful API, API Design, Application Programming Interface (API), Virtual Environment, Python Programming, User Accounts, Application Security, Encryption, Data Modeling

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    DevOps to MLOps Bootcamp– Build & Deploy ML Systems

    Skills you'll gain: Model Deployment, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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    FAIR Institute

    Practical Applications of FAIRâ„¢ for Cyber Risk Management

    Skills you'll gain: Cyber Risk, Risk Management, Enterprise Risk Management (ERM), Cyber Security Strategy, Risk Analysis, Risk Modeling, Threat Modeling, Business Risk Management, Compliance Management, Incident Response, Stakeholder Communications, Continuous Improvement Process, Compliance Reporting, Decision Making, Financial Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    AI Agents for Cybersecurity

    Skills you'll gain: Responsible AI, AI Security, LLM Application, Threat Detection, Endpoint Detection and Response, Threat Modeling, Cyber Threat Intelligence, Cyber Threat Hunting, Generative AI Agents, Agentic Workflows, Agentic systems, Incident Response, Cyber Governance, Cyber Security Strategy, Data Ethics, Cyber Operations, Cybersecurity, Cyber Security Assessment, Risk Mitigation, Technology Strategies

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Retrieval Optimization: Tokenization to Vector Quantization

    Skills you'll gain: Embeddings, Retrieval-Augmented Generation, Vector Databases, Text Mining, Large Language Modeling, Performance Tuning

    Beginner · Project · Less Than 2 Hours

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    EDUCBA

    Develop a Movie Recommendation Engine

    Skills you'll gain: Feature Engineering, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming, Predictive Modeling, Development Environment, Data Manipulation, Exploratory Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Fundamentals of Information System Security Architecture

    Skills you'll gain: IT Security Architecture, Information Systems Security Assessment Framework (ISSAF), Information Systems Security, Zero Trust Network Access, Risk Management Framework, Application Security, Computer Security, Threat Modeling, Cybersecurity, Vulnerability Assessments, Network Security, Cyber Security Strategy, Security Controls, Information Assurance, Data Security, Cyber Security Assessment, Cyber Risk, Data Integrity, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

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

  • H2O ai Large Language Models (LLMs) - Level 3: H2O.ai
  • Blender for Filmmakers: Turn 2D Photos into 3D Scenes: Skillshare
  • Büyük Dil Modellerine GiriÅŸ: Google Cloud
  • Gemini and Vertex AI: Building Intelligent Applications: Edureka
  • How to Build a Diffusion Model - An Introduction: Fractal Analytics
  • Configuración de APIs en Python: Crea un API REST: Coursera
  • DevOps to MLOps Bootcamp– Build & Deploy ML Systems: Packt
  • Practical Applications of FAIRâ„¢ for Cyber Risk Management: FAIR Institute
  • AI Agents for Cybersecurity : Starweaver
  • Retrieval Optimization: Tokenization to Vector Quantization: DeepLearning.AI

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