AI Agents for Data Analysis
Neil Essany
This audiobook is narrated by a digital voice.
Unlock the future of data-driven decision making.
AI Agents for Data Analysis is your essential guide to understanding how artificial intelligence is transforming the way businesses and professionals interpret, manage, and act on data. Whether you're a data analyst, entrepreneur, or tech enthusiast, this audiobook will show you how AI-powered agents can automate complex workflows, uncover patterns, and deliver faster, smarter insights.
Inside you'll learn:
What AI agents are and how they work
Real-world applications in business, finance, healthcare, and more
Tools and platforms to implement AI in your data analysis
Ethical considerations and limitations to keep in mind
Embrace the power of intelligent automation and take your data skills to the next level.
The future of analytics is here — and it's autonomous.
Duration - 2h 3m.
Author - Neil Essany.
Narrator - Digital Voice Morgan G.
Published Date - Thursday, 09 January 2025.
Copyright - © 2025 Galeano Mendez Company LLC ©.
Location:
United States
Description:
This audiobook is narrated by a digital voice. Unlock the future of data-driven decision making. AI Agents for Data Analysis is your essential guide to understanding how artificial intelligence is transforming the way businesses and professionals interpret, manage, and act on data. Whether you're a data analyst, entrepreneur, or tech enthusiast, this audiobook will show you how AI-powered agents can automate complex workflows, uncover patterns, and deliver faster, smarter insights. Inside you'll learn: What AI agents are and how they work Real-world applications in business, finance, healthcare, and more Tools and platforms to implement AI in your data analysis Ethical considerations and limitations to keep in mind Embrace the power of intelligent automation and take your data skills to the next level. The future of analytics is here — and it's autonomous. Duration - 2h 3m. Author - Neil Essany. Narrator - Digital Voice Morgan G. Published Date - Thursday, 09 January 2025. Copyright - © 2025 Galeano Mendez Company LLC ©.
Language:
English
opening credits
Duration:00:00:11
Introduction
Duration:00:00:03
Why AI agents are changing the way we analyze data
Duration:00:02:38
From dashboards to decisions: the new data workflow
Duration:00:03:01
Who this guide is for: business owners, analysts, or AI beginners
Duration:00:02:27
How this book will help you use data without drowning in it
Duration:00:02:36
Chapter 1: What Are AI Agents in Data Analysis?
Duration:00:00:05
Difference between traditional tools and autonomous agents
Duration:00:02:26
Capabilities: querying, interpreting, visualizing, and recommending
Duration:00:02:14
Use cases across industries: finance, health, marketing, logistics
Duration:00:02:05
When to use a human, a tool, or an agent
Duration:00:02:35
Chapter 2: Foundations of Smart Data Handling
Duration:00:00:04
Types of data: structured, unstructured, semi-structured
Duration:00:02:34
Cleaning, labeling, and preparing data for AI
Duration:00:02:35
Connecting data sources: spreadsheets, databases, APIs
Duration:00:02:52
Understanding the basics: columns, correlations, trends
Duration:00:02:50
Chapter 3: Choosing the Right AI Agent for the Job
Duration:00:00:05
Prebuilt agents vs custom-coded solutions
Duration:00:02:29
Open-source vs commercial tools
Duration:00:02:44
Working with ChatGPT, Claude, AutoGPT, and AgentHub
Duration:00:02:34
Tools to integrate: Python, Excel, Google Sheets, Power BI
Duration:00:02:29
Chapter 4: Automating Data Cleaning and Preprocessing
Duration:00:00:05
Removing duplicates, handling missing values, formatting
Duration:00:02:24
Detecting outliers and inconsistencies
Duration:00:02:49
Data normalization and transformation
Duration:00:02:33
Using AI agents for continuous data pipelines
Duration:00:03:08
Chapter 5: Exploratory Data Analysis (EDA) with AI Agents
Duration:00:00:06
Asking natural-language questions about your dataset
Duration:00:02:39
Generating summaries, distributions, and correlations
Duration:00:00:33
Auto-plotting graphs and charts
Duration:00:02:36
From basic metrics to smart observations
Duration:00:02:46
Chapter 6: Visualizing Data Automatically
Duration:00:00:05
Best visualization types by data type
Duration:00:02:37
AI agents that generate charts, dashboards, and reports
Duration:00:02:54
Exporting to PDF, PowerPoint, or interactive dashboards
Duration:00:02:35
Real-time updates and visual storytelling
Duration:00:02:46
Chapter 7: Predictive Analysis and Machine Learning with Agents
Duration:00:00:06
Forecasting trends and identifying anomalies
Duration:00:02:51
Regression, classification, and clustering made simple
Duration:00:02:49
Training and validating models through guided prompts
Duration:00:02:20
No-code solutions for intelligent prediction
Duration:00:02:20
Chapter 8: Natural Language Interfaces for Data
Duration:00:00:05
Turning voice or text questions into SQL queries
Duration:00:02:45
Integrating with chat interfaces (e.g., Slack, Teams)
Duration:00:02:39
Using GPT-powered assistants to interpret results
Duration:00:02:25
Real-world use cases in business meetings and strategy calls
Duration:00:02:18
Chapter 9: Building Custom Data Agents
Duration:00:00:04
Tools: LangChain, AutoGPT, Flowise, Python agents
Duration:00:02:24
Creating a prompt-driven analysis assistant
Duration:00:00:42
Connecting your agent to live data
Duration:00:02:17
Scheduling reports and autonomous decision suggestions
Duration:00:02:54
Chapter 10: Security, Accuracy, and Human Oversight
Duration:00:00:05
Avoiding hallucinated insights
Duration:00:03:06
Ensuring data privacy and access control
Duration:00:02:48
Verifying outputs and avoiding over-dependence
Duration:00:02:43
When to trust and when to intervene
Duration:00:02:49
Conclusion
Duration:00:00:03
Data is the fuel—AI agents are the engine
Duration:00:03:01
Automate the boring, elevate the insightful
Duration:00:02:19
Whether you’re a solopreneur or data scientist, these tools multiply your impact
Duration:00:02:52
The future of data analysis is conversational, intelligent, and fast
Duration:00:02:58