AT- 820
AI+ Business Intelligence Practitioner™
Empower Your Career with AI+ Business Intelligence Practitioner™ for Advanced Data Solutions
At a glance
What is included
Duration
- Instructor-Led: 5 days (live or virtual)
- Self-Paced: 40 hours of content
Recommended background
Examination
About this certification
- 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
Curriculum
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
Who should enrol
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.
Related certifications
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