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, …
Build a DAX Code Generator
Author(s): Barrett Studdard Originally published on Towards AI. Utilize LLM AI to Create A Power BI Coding Assistant I’ve been wanting to play around with recent technologies and approaches used in building LLM-powered applications — one interesting idea that came to mind …
Part 03: Describing Random Outcomes: PMF, CDF, and PDF
Author(s): Sudeep Originally published on Towards AI. In the previous article, we introduced the concept of a random experiment using the example of student marks in a class. Now, we will delve deeper into how we mathematically describe the likelihood of different …
The Art Behind Data Understanding and Its Importance
Author(s): Karina Patel Originally published on Towards AI. What nature and technical skills should a person have to get a good understanding of data? To understand data effectively, a person must develop specific skills and traits beyond just technical expertise. Often, individuals …
It Was Never Just About Tools: How Learning Data Analytics and Machine Learning Changed My Thinking
Author(s): Nikhil Dasari Originally published on Towards AI. Reflections on mistakes, mindset shifts, and what I truly learned while exploring Data Analytics and Machine Learning. Photo by Ameer Basheer on Unsplash After my graduation, I was clueless about my career — what …
The Data Scientist’s New Assistant: An Ultimate Guide to Google’s Gemini Data Science Agent
Author(s): Krishan Walia Originally published on Towards AI. Let’s find to what extent your data science work is automated! This member-only story is on us. Upgrade to access all of Medium. Not a member?Feel free to access the full article here. The …
Nuclei Detection and Fluorescence Quantification in Python: A Step-by-Step Guide (Part 2)
Author(s): MicroBioscopicData (by Alexandros Athanasopoulos) Originally published on Towards AI. Welcome back to the second tutorial in our series, “Nuclei Detection and Fluorescence Quantification in Python.” In this tutorial, we will focus on measuring the fluorescence intensity from the GFP channel, extracting …
GPT-4.5: The Next Evolution in AI
Author(s): Naveen Krishnan Originally published on Towards AI. Last week, I shared my thoughts on phi‑4 models and their innovative multimodal approach. Today, I’m thrilled to write about GPT‑4.5 — a model that not only pushes the boundaries of conversational AI but …
Data Diagnostics: Transforming & Reducing Data for Smarter Insights
Author(s): Saif Ali Kheraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Ever looked at a dataset and wondered, Where do I even start? The answer lies in understanding its distribution. Before jumping …
SQL Best Practices Every Data Scientist and Analyst Should Know
Author(s): Carlos da Costa Originally published on Towards AI. Write efficient, scalable, and easy-to-read queries This member-only story is on us. Upgrade to access all of Medium. Photo by John Schnobrich on Unsplash Writing efficient and readable SQL queries is a fundamental …
Analyze Data Like A Python Pro
Author(s): Katlego Thobye Originally published on Towards AI. Create a Cheat Sheet and Stop Googling the Docs This member-only story is on us. Upgrade to access all of Medium. Photo by Mathew Schwartz on Unsplash I remember drowning in online searches for …
Beginner GPT-4 Prompting For Surprisingly Easy Maps and Reports
Author(s): John Loewen, PhD Originally published on Towards AI. No-code prompts for rapid data visualization reporting This member-only story is on us. Upgrade to access all of Medium. As a computer science professor of 20+ years, I have heaps of experience in …
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