Estimating Total Experimentation Impact

Data-driven organizations often run hundreds or thousands of experiments at any given time, but what is the net impact of all of these experiments? A naive approach is to sum the difference-in-means…

towardsdatascience.com 21 hours ago

7 Visualizations with Python to Handle Multivariate Categorical Data

Common data, such as the well-known iris or penguin dataset, used for analysis are pretty simple since they have only a few categorical variables. By the way, real-world data can be more complex and…

towardsdatascience.com 23 hours ago

PyTorch Model Performance Analysis and Optimization — Part 6

This is the sixth part in our series of posts on the topic of analyzing and optimizing PyTorch models using PyTorch Profiler and TensorBoard. In this post we will tackle one of the more complicated…

towardsdatascience.com 23 hours ago

How To Automatically Import And Combine Multiple Files In R

In my data scientist job, I regularly have to import several different files that contain the same type of information due to export constraints in different software. If you are in a similar…

The Road to Credible and Value-Driven AI: Start with Asking the Right Questions.

The recent advancements in generative AI have caught the attention of businesses, irrespective of their size, in implementing this technology to achieve tangible business benefits. However, many of…

Balancing Innovation With Safety & Privacy in the Era of Large Language Models (LLM)

A Guide to Implement Safety, and Privacy Mechanisms for your Generative AI applications

Top Important Computer Vision Papers for the Week from 11/9 to 17/9

Computer vision, a field of artificial intelligence that enables machines to interpret and understand the visual world, is rapidly evolving with groundbreaking research and technological…

Ant Colony Optimization in Action

Welcome back! In my previous post, I introduced the fundamentals of Ant Colony Optimization (ACO). In this installment, we’ll delve into implementing the ACO algorithm from scratch to tackle two…

What Is the Future of Conversational Assistance In the ChatGPT Era?

ChatGPT has opened Pandora’s box of systems capable of answering infinite quantities of questions, generating ideas, producing impressive summaries, extracting information from data and many other…

Using React to Build Interactive Interfaces to Exciting Dataset

On the side of my full-time job as the CEO of a small machine-learning company, my hobby is creating beautiful data visualizations. Since I enjoy web development and design, I decided to create a…