AI+ Business Intelligence™

Cílová skupina

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Business Analysts: Sharpen your skills in data-driven strategies and AI-enhanced business intelligence for improved analysis.

Data Professionals: Expand your expertise by merging AI with business intelligence to extract actionable insights.

Executives and Leaders: Leverage AI and BI to craft smarter business strategies and boost organizational performance.

Tech Enthusiasts: Explore the intersection of AI and business intelligence and understand how these technologies are transforming industries.

Consultants: Add value to your clients by implementing AI and BI solutions to optimize business outcomes.

Struktura kurzu

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Module 1: Introduction to AI and BI Fundamentals

1. 1.1 Overview of AI and BI Integration
2. 1.2 Core Concepts in Business Intelligence
3. 1.3 Data Analysis Process and AI’s Role
4. 1.4 BI Trends and Challenges
5. 1.5 Case Study
6. 1.6. Hands on Activity

Module 2: Python for AI-Driven Business Intelligence

1. 2.1 Python Programming Fundamentals
2. 2.2 Advanced Python Libraries for BI
3. 2.3 Visualization with Python
4. 2.4 Hands on Activity

Module 3: Data Preparation and Feature Engineering with AI

1. 3.1 Data Collection Techniques
2. 3.2 Data Quality & Evaluation
3. 3.3 Advanced Data Preparation
4. 3.4 Hands on Activity

Module 4: Machine Learning (ML) for Business Intelligence

1. 4.1 ML Models for BI
2. 4.2 Hands on Activity

Module 5: Advanced AI and Generative AI for BI

1. 5.1 Deep Learning and Neural Networks for BI
2. 5.2 Generative AI for BI
3. 5.3 Hands on Activity

Module 6: Statistical Analysis with AI Tools

1. 6.1 Statistical Analysis for BI
2. 6.2 Time Series Analysis
3. 6.3 Hands on Activity

Module 7: AI-Powered Business Intelligence Tools

1. 7.1 AI in BI Platforms
2. 7.2 Power BI Essentials
3. 7.3 Tableau Essentials
4. 7.4 Hands on Activity

Module 8: Prompt Engineering for AI-Driven BI

1. 8.1 Introduction to Prompt Engineering
2. 8.2 Crafting Effective Prompts
3. 8.3 Hands on Activity

Module 9: Communication Skills

1. 9.1 Data Storytelling & Communication
2. 9.2 Solution Presentation

Module 10: Capstone Project

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

Certifikace

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