IT-Trainer Jobs und Stellenangebote: AI+ Business Intelligence (AT-820 Self-Paced Training)

Seminardauer: 5 Tage

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IT-Trainer Jobs und Stellenangebote: AI+ Business Intelligence (AT-820 Self-Paced Training), AI CERTs, Fachexperten, KI-Experte.

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Agenda

Module 1: Introduction to AI and BI Fundamentals

  • 1.1 Overview of AI and BI Integration
  • 1.2 Core Concepts in Business Intelligence
  • 1.3 Data Analysis Process and AI’s Role
  • 1.4 BI Trends and Challenges
  • 1.5 Case Study
  • 1.6 Hands on Activity

Module 2: Python for AI-Driven Business Intelligence

  • 2.1 Python Programming Fundamentals
  • 2.2 Advanced Python Libraries for BI
  • 2.3 Visualization with Python
  • 2.4 Hands on Activity

Module 3: Data Preparation and Feature Engineering with AI

  • 3.1 Data Collection Techniques
  • 3.2 Data Quality & Evaluatio
  • 3.3 Advanced Data Preparation
  • 3.4 Hands on Activity

Module 4: Machine Learning (ML) for Business Intelligence

  • 4.1 ML Models for BI
  • 4.2 Hands on Activity

Module 5: Advanced AI and Generative AI for BI

  • 5.1 Deep Learning and Neural Networks for BI
  • 5.2 Generative AI for BI
  • 5.3 Hands on Activity

Module 6: Statistical Analysis with AI Tools

  • 6.1 Statistical Analysis for BI
  • 6.2 Time Series Analysis
  • 6.3 Hands on Activity

Module 7: AI-Powered Business Intelligence Tools

  • 7.1 AI in BI Platforms
  • 7.2 Power BI Essential
  • 7.3 Tableau Essentials
  • 7.4 Hands on Activity

Module 8: Prompt Engineering for AI-Driven BI

  • 8.1 Introduction to Prompt Engineering
  • 8.2 Crafting Effective Prompts
  • 8.3 Hands on Activity

Module 9: Communication Skills

  • 9.1 Data Storytelling & Communication
  • 9.2 Solution Presentation

Module 10: Capstone Project

  • 10.1 Capstone Project 1
  • 10.2 Capstone Project 2
  • 10.3 Capstone Project 3