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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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    Packt

    Environmental Design and Final Scene Composition

    Skills you'll gain: 3D Modeling, Virtual Environment, Architectural Design, Visualization (Computer Graphics), Computer Graphics, Image Quality

    Advanced · Course · 3 - 6 Months

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    Packt

    Blender & Python Scripting – Step-by-Step Guide

    Skills you'll gain: 3D Modeling, Debugging, Scripting, Object Oriented Programming (OOP), Computer Graphics, Programming Principles, Animation and Game Design, Development Environment, Python Programming

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud에서 생성형 AI 앱 만들기

    Skills you'll gain: Prompt Engineering, LLM Application, Google Gemini, Prompt Patterns, Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Google Cloud Platform, Embeddings

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Model Armor: KI-Bereitstellungen absichern

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

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Model Armor: como proteger implantações de IA

    Skills you'll gain: Open Web Application Security Project (OWASP), AI Security, LLM Application, Large Language Modeling, Model Deployment, Threat Modeling, Security Testing, Vulnerability Scanning, Security Requirements Analysis, Security Controls, Google Cloud Platform, Data Security, API Testing, Cloud API, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

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    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Model Evaluation, Transfer Learning, MLOps (Machine Learning Operations), Hugging Face, Large Language Modeling, Performance Tuning, Development Environment, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    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

  • Status: New
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    Google Cloud

    Evalúa tus necesidades con Cloud Next Generation Firewall

    Skills you'll gain: Firewall, Cloud Security, Network Security, Google Cloud Platform, Threat Modeling, Cloud Infrastructure, Infrastructure Security, Cyber Security Assessment, Virtual Networking, Cloud Management, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

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    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
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    Coursera

    Building RAG Systems with Open Models

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Vector Databases, Generative AI, Large Language Modeling, Prompt Engineering, Embeddings, Model Evaluation, Information Architecture, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Model Armor: Mengamankan Deployment AI

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

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Threat Intelligence - 简体中文

    Skills you'll gain: Threat Detection, Cyber Threat Intelligence, Cyber Threat Hunting, Endpoint Detection and Response, Threat Modeling, Cybersecurity, AI Security, Incident Response, Continuous Monitoring, Vulnerability Management, Vulnerability Scanning, Vulnerability Assessments, Google Gemini

    Intermediate · Course · 1 - 3 Months

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

  • Environmental Design and Final Scene Composition: Packt
  • Blender & Python Scripting – Step-by-Step Guide: Packt
  • Google Cloud에서 생성형 AI 앱 만들기: Google Cloud
  • Model Armor: KI-Bereitstellungen absichern: Google Cloud
  • Model Armor: como proteger implantações de IA: Google Cloud
  • Fine-tuning Text Models with PEFT: Coursera
  • Model Armor:保護您部署的 AI 應用程式: Google Cloud
  • Evalúa tus necesidades con Cloud Next Generation Firewall: Google Cloud
  • Secure AI Interpret and Protect Models: Coursera
  • Building RAG Systems with Open Models: Coursera

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