AI+ Business Intelligence™ eLearning

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