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AI+ Cloud Practitioner™

Kód kurzu: NPAT110

Táto časť nie je lokalizovaná

Formerly known as AI+ Cloud™

Transform Cloud Computing with Cutting-Edge AI integration

  • Cloud-AI Integration: Develop the skills to embed AI capabilities into scalable cloud infrastructures
  • Advanced Infrastructure: Build expertise in CI/CD pipelines, cloud-based AI models, and deployment strategies
  • Capstone Project: Apply knowledge through hands-on, real-world project experience
  • Future-Ready Skills: Equip yourself to drive and lead AI-powered innovation across cloud environments
75 EUR

92 EUR s DPH

Výber termínov
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+420 731 175 867 edu@edutrainings.cz

Odborní
certifikovaní lektori

Mezinárodne
uznávané certifikácie

Široká ponuka technických
a soft skills kurzov

Zobraziť soft skills kurzy

Skvelý zákaznicky
servis

Prispôsobenie kurzov
presne na mieru

Termíny kurzov

Počiatočný dátum: Na vyžiadanie

Garantovaný

Forma: Self-Paced

Dĺžka kurzu: 30 hodín

Jazyk: en

Cena bez DPH: 285 EUR

Registrovať

Počiatočný dátum: Na vyžiadanie

Garantovaný

Forma: Self-Paced

Dĺžka kurzu: 30 hodín

Jazyk: en

Cena bez DPH: 75 EUR

Registrovať

Počiatočný
dátum		 Miesto
konania		 Forma Dĺžka
kurzu		 Jazyk Cena bez DPH
G Na vyžiadanie Self-Paced 30 hodín en 285 EUR Registrovať
G Na vyžiadanie Self-Paced 30 hodín en 75 EUR Registrovať
G Garantovaný kurz

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Popis kurzu

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AI Model Development

Students learn to construct, train, and optimize machine learning models utilizing cloud-based tools and services. This involves learning to choose methods, preprocess data, and optimize models.

Mastering cloud AI model deployment

Learners will master cloud AI model deployment and integration into existing systems and workflows. Learn deployment pipelines, version control, and CI/CD procedures to seamlessly integrate AI solutions into production environments.

Problem-Solving in AI and Cloud

You will learn to apply AI and cloud computing concepts to real-world problems, enhancing their problem-solving skills.

Optimization Techniques

Emphasizing AI model development and cloud deployment, learners will learn to optimize AI models and processes for performance, scalability, and cost.

Štruktúra kurzu

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Course Overview

Module 1: Fundamentals of Artificial Intelligence (AI) and Cloud

  • 1.1 Introduction to AI and Its Application
  • 1.2 Overview of Cloud Computing and Its Benefits
  • 1.3 Benefits and Challenges of AI-Cloud Integration

Module 2: Introduction to Artificial Intelligence

  • 2.1 Basic Concepts and Principles of AI
  • 2.2 Machine Learning and Its Applications
  • 2.3 Overview of Common AI Algorithms
  • 2.4 Introduction to Python Programming for AI

Module 3: Fundamentals of Cloud Computing

  • 3.1 Cloud Service Models
  • 3.2 Cloud Deployment Models
  • 3.3 Key Cloud Providers and Offerings (AWS, Azure, Google Cloud)

Module 4: AI Services in the Cloud

  • 4.1 Integration of AI Services in Cloud Platform
  • 4.2 Working with Pre-built Machine Learning Models
  • 4.3 Introduction to Cloud-based AI tools

Module 5: AI Model Development in the Cloud

  • 5.1 Building and Training Machine Learning Models
  • 5.2 Model Optimization and Evaluation
  • 5.3 Collaborative AI Development in a Cloud Environment

Module 6: Cloud Infrastructure for AI

  • 6.1 Setting Up and Configuring Cloud Resources
  • 6.2 Scalability and Performance Considerations
  • 6.3 Data Storage and Management in the Cloud

Module 7: Deployment and Integration

  • 7.1 Strategies for Deploying AI Models in the Cloud
  • 7.2 Integration of AI Solutions with Existing Cloud-Based Applications
  • 7.3 API Usage and Considerations

Module 8: Future Trends in AI+ Cloud Practitioner™ Integration

  • 8.1 Introduction to Future Trends
  • 8.2 AI Trends Impacting Cloud Integration

Module 9: Capstone Project

  • 9.1 Applying AI and Cloud Concepts to Solve a Real-world Problem

Optional Module: AI Agents for Cloud Computing

  • 1. Understanding AI Agents
  • 2. Case Studies
  • 3. Hands-On Practice with AI Agents

Predpokladané znalosti

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  • A foundational grasp of core concepts across both artificial intelligence and cloud computing
  • Basic computer science knowledge, including programming fundamentals, data structures, and algorithms
  • Working familiarity with major cloud platforms such as AWS, Azure, or GCP
  • An understanding of foundational mathematics relevant to machine learning, which forms a central part of the AI+ Cloud™ program

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pruduktová podpora

+420 731 175 867

edu@edutrainings.cz