Multi-Agent Workflows & The Right Data Foundation for The Next Evolution of Enterprise AI
Author(s): Tobi Beck Originally published on Towards AI. Single AI agents are hitting enterprise limits, but multi-agent workflows unlock 3–5x better performance through specialized collaboration — if you solve the data foundation challenge first. Source: Image by the author While most enterprises …
How I Use AI to Make My Data Analyst DREAM Come True
Author(s): Henry Originally published on Towards AI. Leveraging AI as a Data Analyst: Practical Prompt to Advance Your Career Whether you’re already a data analyst or just aspiring to become one, you must know the importance of working with AI. Photo by …
Beyond Pandas: The Modern Data Analytics and Engineering Techniques With Python (Part 1)
Author(s): Gift Ojeabulu Originally published on Towards AI. Image by author Outline Introduction The Data Size Decision Framework & Comprehensive Decision Flowchart A Diagrammatic representation based on Team Syntax Preference, and Performance or Integration Requirements Real-World Examples: Log file Analysis, E-commerce instance …
As a Data Analyst, How I Use AI to Get Information from YouTube Efficiently
Author(s): Henry Originally published on Towards AI. Tired of endless tutorials? Stop Spending 20 Minutes Watching Videos Just for a 2-Minute Answer People watch YouTube for many purposes. In this article, we are not talking about watching YouTube for fun, such as …
Build an EDA Playground with Streamlit
Author(s): Himanshu Sharma Originally published on Towards AI. A hands-on guide to building your own Data Prep & Visualization app with Streamlit We’ve all been there: excited to try a new model on a fresh dataset, only to spend hours filling missing …
Claude Code as a Data Analyst: From Zero to First Report
Author(s): Freddie Robinson Originally published on Towards AI. As data analysts we’ve all been there, the dreaded request for the monthly/yearly [insert topic] report, an essential task that’s also a massive time sink. My thoughts for the last week? “Can’t AI just… …
Beyond Pandas: The Modern Data Processing Toolkit for Data Engineering (Part 1)
Author(s): Gift Ojeabulu Originally published on Towards AI. Image by author Outline Introduction The Data Size Decision Framework & Comprehensive Decision Flowchart A Diagrammatic representation based on Team Syntax Preference, and Performance or Integration Requirements Real-World Examples: Log file Analysis, E-commerce instance …
Is Gemini’s New Data Science Agent Useful? Here’s The Truth
Author(s): John Loewen, PhD Originally published on Towards AI. Testing Python code creation and distribution in Google Colab In Google Colab, Gemini makes it possible to go from a plain-text instruction to a functional, multi-step notebook — without switching tools. In other …
The Ultimate Guide to the SQL WHERE Clause for Data Science
Author(s): Suraj Jha Originally published on Towards AI. Learn how to filter data efficiently in SQL with powerful techniques and real-world examples for data science.SQL Filtering Techniques for Data Science The WHERE clause is the part of the SELECT statement that is …
Unsupervised Learning Series #2: K-Means + K-Modes = K-Prototypes — Understanding How Data Type Defines Your Clustering Strategy
Author(s): SETIA BUDI SUMANDRA Originally published on Towards AI. When we step into the world of unsupervised learning, one of the first families of algorithms we meet is the K-Family — K-Means, K-Modes, and K-Prototypes.Each member of this family plays a unique …
Data Analysis in Excel
Author(s): Lalit Kumar Originally published on Towards AI. A data scientist’s go to tool for basic analysis Data science is a dynamic and crucial field, which uses a diverse array of sophisticated techniques and algorithms to extract meaningful insights and actionable information …
Exploring Deep Learning Models: Comparing ANN vs CNN for Image Recognition
Author(s): SETIA BUDI SUMANDRA Originally published on Towards AI. Have you ever wondered how well Artificial Neural Networks (ANN) perform compared to Convolutional Neural Networks (CNN) in classifying images? In this article, I’ll walk you through a hands-on project where we train …
Unsupervised Learning Series #1: A Beginner’s Guide to Concepts and Models That Work
Author(s): SETIA BUDI SUMANDRA Originally published on Towards AI. “No Label, No Problem”. That’s the motto of Unsupervised Learning — a fascinating branch of machine learning where algorithms learn patterns from unlabeled data. Not part of the Medium’s partner program? No worries! …
Say Goodbye to Manual Data Analysis: Meet Your New AI Agent!
Author(s): Gencay I. Originally published on Towards AI. Explore the future of AI with Data Science, ChatGPT, Agents, and Data Analysis for better decisions. I love doing Data analysis, don’t get me wrong. But what if it can be enhanced? Or better …
5 Pandas Tricks You Probably Never Heard Of!
Author(s): Gencay I. Originally published on Towards AI. Discover five pandas tricks to enhance Python data analysis for Data Science workflows.Created with GPT 4o “The goal is to turn data into information, and information into insight.” — Carly Fiorina To do that, …
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