AI+ Developer Practitioner™ eLearning

Get hands-on with the tools and technologies that power the AI ecosystem.

  • Core AI Foundations: Covers Python, deep learning, data processing, and algorithm design
  • Hands-on Projects: Focus on NLP, computer vision, and reinforcement learning
  • Advanced Modules: Includes time series, model explainability, and cloud deployment
  • Industry-Ready Skills: Prepares learners to design and deploy complex AI systems

Duur: 5 dag(en)

  • Software Developers: Enhance your coding expertise by mastering AI algorithms and deep learning techniques.
  • Data Enthusiasts: Apply AI-driven data analysis, machine learning models, and deep learning to solve complex problems.
  • Computer Vision & NLP Researchers: Dive into specialized AI fields, including computer vision and natural language processing.
  • IT Specialists & System Architects: Integrate AI solutions into existing systems and optimize performance.
  • Students & Fresh Graduates: Build a strong foundation in AI development and prepare for future opportunities in tech.

  • Master Key AI Development Skills:

    Learn Python, deep learning, advanced concepts, and optimization techniques to build robust AI solutions.

  • Specialize in Cutting-Edge AI Domains:

    Gain expertise in NLP, computer vision, or reinforcement learning, alongside data processing, exploratory analysis, and time series analysis.

  • Stay Ahead in AI Development:

    AI is transforming industries, and organizations seek developers with strong proficiency in deploying AI models to solve real-world problems.

  • Advance Your Career in AI Development:

    With growing demand across tech, finance, and healthcare sectors, this certification positions you as a leader in AI-driven development.

Inhoud

Course Overview
Module 1: Foundations of Artificial Intelligence
  • 1.1 Introduction to AI Preview
  • 1.2 Types of Artificial Intelligence Preview
  • 1.3 Branches of Artificial Intelligence
  • 1.4 Applications and Business Use Cases
Module 2: Mathematical Concepts for AI
  • 2.1 Linear Algebra Preview
  • 2.2 Calculus Preview
  • 2.3 Probability and Statistics Preview
  • 2.4 Discrete Mathematics
Module 3: Python for Developer
  • 3.1 Python Fundamentals Preview
  • 3.2 Python Libraries
Module 4: Mastering Machine Learning
  • 4.1 Introduction to Machine Learning
  • 4.2 Supervised Machine Learning Algorithms
  • 4.3 Unsupervised Machine Learning Algorithms
  • 4.4 Model Evaluation and Selection
Module 5: Deep Learning
  • 5.1 Neural Networks
  • 5.2 Improving Model Performance
  • 5.3 Hands-on: Evaluating and Optimizing AI Models
Module 6: Computer Vision
  • 6.1 Image Processing Basics
  • 6.2 Object Detection
  • 6.3 Image Segmentation
  • 6.4 Generative Adversarial Networks (GANs)
Module 7: Natural Language Processing
  • 7.1 Text Preprocessing and Representation
  • 7.2 Text Classification
  • 7.3 Named Entity Recognition (NER)
  • 7.4 Question Answering (QA)
Module 8: Reinforcement Learning
  • 8.1 Introduction to Reinforcement Learning
  • 8.2 Q-Learning and Deep Q-Networks (DQNs)
  • 8.3 Policy Gradient Methods
Module 9: Cloud Computing in AI Development
  • 9.1 Cloud Computing for AI
  • 9.2 Cloud-Based Machine Learning Services
Module 10: Large Language Models
  • 10.1 Understanding LLMs
  • 10.2 Text Generation and Translation
  • 10.3 Question Answering and Knowledge Extraction
Module 11: Cutting-Edge AI Research
  • 11.1 Neuro-Symbolic AI
  • 11.2 Explainable AI (XAI)
  • 11.3 Federated Learning
  • 11.4 Meta-Learning and Few-Shot Learning
Module 12: AI Communication and Documentation
  • 12.1 Communicating AI Projects
  • 12.2 Documenting AI Systems
  • 12.3 Ethical Considerations
Optional Module: AI Agents for Developers
  • 1. Understanding AI Agents
  • 2. Case Studies
  • 3. Hands-On Practice with AI Agents
Tools you will explore
  • GitHub Copilot
  • Lobe
  • H2O.ai
  • Snorkel

Lesmethode

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

Kenmerken

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.

Voorkennis

  • Basic math, computer science fundamentals, fundamental programming skills

AI+ Developer Practitioner™ eLearning

€ 510,00 excl. BTW

Artikelnummer: AT-310-E Categorie: Tags: , , ,