Opleidingen

Opleiding: AI+ Architect Practitioner™ eLearning

Formerly known as AI+ Architect™

Visualize Tomorrow: Neural Networks in Vision

  • Deep AI Expertise: Covers neural networks, NLP, and computer vision frameworks
  • Enterprise AI: Learn to design scalable AI systems for real-world impact
  • Capstone Integration: Build, test, and deploy advanced AI architectures
  • Industry Preparedness: Equips you for roles in high-demand AI design domains
Certification Overview
  • Course Introduction Preview
Module 1: Fundamentals of Neural Networks
  • 1.1 Introduction to Neural Networks
  • 1.2 Neural Network Architecture
  • 1.3 Hands-on: Implement a Basic Neural Network
Module 2: Neural Network Optimization
  • 2.1 Hyperparameter Tuning
  • 2.2 Optimization Algorithms
  • 2.3 Regularization Techniques
  • 2.4 Hands-on: Hyperparameter Tuning and Optimization
Module 3: Neural Network Architectures for NLP
  • 3.1 Key NLP Concepts
  • 3.2 NLP-Specific Architectures
  • 3.3 Hands-on: Implementing an NLP Model
Module 4: Neural Network Architectures for Computer Vision
  • 4.1 Key Computer Vision Concepts
  • 4.2 Computer Vision-Specific Architectures
  • 4.3 Hands-on: Building a Computer Vision Model
Module 5: Model Evaluation and Performance Metrics
  • 5.1 Model Evaluation Techniques
  • 5.2 Improving Model Performance
  • 5.3 Hands-on: Evaluating and Optimizing AI Models
Module 6: AI Infrastructure and Deployment
  • 6.1 Infrastructure for AI Development
  • 6.2 Deployment Strategies
  • 6.3 Hands-on: Deploying an AI Model
Module 7: AI Ethics and Responsible AI Design
  • 7.1 Ethical Considerations in AI
  • 7.2 Best Practices for Responsible AI Design
  • 7.3 Hands-on: Analyzing Ethical Considerations in AI
Module 8: Generative AI Models
  • 8.1 Overview of Generative AI Models
  • 8.2 Generative AI Applications in Various Domains
  • 8.3 Hands-on: Exploring Generative AI Models
Module 9: Research-Based AI Design
  • 9.1 AI Research Techniques
  • 9.2 Cutting-Edge AI Design
  • 9.3 Hands-on: Analyzing AI Research Papers
Module 10: Capstone Project and Course Review
  • 10.1 Capstone Project Presentation
  • 10.2 Course Review and Future Directions
  • 10.3 Hands-on: Capstone Project Development
Optional Module: AI Agents for Architect
  • 1. Understanding AI Agents
  • 2. Case Studies
  • 3. Hands-On Practice with AI Agents
Tools you will explore
  • AutoGluon
  • ChatGPT
  • SonarCube
  • Vertex AI

Online proctored exam included, with one free retake.
Exam format:

50 questions, 70% passing, 90 minutes, online proctored exam

Access to all materials and exams is provided for 365 days after delivery.

Instructor-led OR Self-paced course + Official exam + Digital badge

Meer...
€530
Vrij van BTW
Aangeboden door
OC ICT
Onderwerp
Niveau
Duur
5 dagen
Looptijd
40 dagen
Taal
en
Type product
training
Lesvorm
E-Learning
Aantal deelnemers
Min: 3
Max: 999
Keurmerken aanbieder
CRKBO en BTW-vrijstelling
VOI
NRTO
Erkend keurmerk
BTW-vrijstelling