AI+ Business Intelligence™

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

Módulos

  • 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

Herramientas de IA

  • Scikit-learn
  • TensorFlow
  • ChatGPT
  • Jupyter Notebooks
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