IT-Trainer Jobs und Stellenangebote: AI+ Data Agent (AT 5011 Self-Paced Training)

Seminardauer: 1 Tage

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IT-Trainer Jobs und Stellenangebote: AI+ Data Agent (AT 5011 Self-Paced Training), AI CERTs, Fachexperten, KI-Experte.

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Agenda

Module 1: Introduction to AI Agents

  • 1.1 What is an AI Agent?
  • 1.2 Components of AI Agents
  • 1.3 Types of AI Agents
  • 1.4 Hands on: No-Code AI and Machine Learning Models for Data Agents

Module 2: Data Agents and Their Role in AI Systems

  • 2.1 AI Data Agents
  • 2.2 AI vs. AI Data Agent
  • 2.3 Components of AI Data Agents
  • 2.4 Types of AI Data Agents
  • 2.5 Existing AI Data Agents in Trend

Module 3: Data Collection and Acquisition for AI Data Agents

  • 3.1 Steps in AI Data Collection Structure & Plan
  • 3.2 Methods of Data Collection

Module 4: Data Pre-processing and Feature Engineering

  • 4.1 Data Cleaning and Transformation
  • 4.2 Feature Engineering for AI Models
  • 4.3 No-Code AI Data Agent for Preprocessing & Feature Engineering

Module 5: AI and Machine Learning Models for Data Agents

  • 5.1 Introduction to Machine Learning Models for Data Agents
  • 5.2 Model Selection and Training
  • 5.3 Hands on: No-Code AI and Machine Learning Models for Data Agents

Module 6: Ethics, Security, and Privacy in AI Data Agents

  • 6.1 Ethical Considerations in AI Data Agents
  • 6.2 Security and Privacy Concerns

Module 7: Capstone Project

  • 7.1 Problem Statement
  • 7.2 Practical Implementation
  • 7.3 Evaluation and Optimization
  • 7.4 No-Code AI and Machine Learning Models for Data Agents