AI+ Business Intelligence™
- Tijdsduur
AI+ Business Intelligence™
Startdata en plaatsen
Train IT Now B.V. biedt haar producten standaard aan in de volgende regio's: Amsterdam, Apeldoorn, Drachten, Eindhoven, Groningen, Rotterdam, Utrecht, Zoetermeer
Beschrijving
Empower Your Career with AI+ Business Intelligence™ for Advanced Data Solutions
AI-Powered Business Intelligence: Leverage advanced tools to turn raw data into actionable insights Smarter Decision-Making: Make faster, data-driven decisions that align with business objectives Strategic Growth: Identify trends, opportunities, and risks to drive sustainable growth Data-Driven Innovation: Empower your strategy with predictive analytics and data-informed decisions
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. Hand…
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Empower Your Career with AI+ Business Intelligence™ for Advanced Data Solutions
AI-Powered Business Intelligence: Leverage advanced tools to turn raw data into actionable insights Smarter Decision-Making: Make faster, data-driven decisions that align with business objectives Strategic Growth: Identify trends, opportunities, and risks to drive sustainable growth Data-Driven Innovation: Empower your strategy with predictive analytics and data-informed decisions
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 & Evaluation
* 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 Essentials
* 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 Tools you will explore
* Scikit-learn
* TensorFlow
* ChatGPT
* Jupyter Notebooks
Exam: 50 questions, 70% passing, 90 minutes, online proctored exam
Instructor-led OR Self-paced course + Official exam + Digital badge
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