N-of-1 Trials and Analyzing Your Own Fitness Data

I first heard of N-of-1 trials in 2018 as a master’s student studying epidemiology. I was in my Intermediate Epidemiologic and Clinical Research Methods class, and we had a guest lecture from Dr…

You’ve Got a Time Series. Now What?

One of the most popular types of data is a time series. Videos, images, pixels, signals, literally anything having a time component could be turned into it. Formally, a time series is a sequence of…

How to Implement Knowledge Graphs and Large Language Models (LLMs) Together at the Enterprise Level

Large Language Models (LLMs) and Knowledge Graphs (KGs) are different ways of providing more people access to data. KGs use semantics to connect datasets via their meaning i.e. the entities they are…

towardsdatascience.com 10 hours ago

The Business Guide to Tailoring Language AI Part 2

This article explains prompting chatbased Large Language Models (LLM) like GPT. It gives non AI experts a basic introduction everyone can understand

towardsdatascience.com 10 hours ago

Pandas: My Experience Contributing to a Major Open Source Project

I decided to contribute to a well known, open source library, namely, Pandas. See what is involved behind the scenes, and how you could contribute too.

towardsdatascience.com 10 hours ago

Buckle Up For Beautiful Python Plotly Mapping With GPT-4 Prompting

On-the-fly interactive choropleth and bubble map code. “Buckle Up For Beautiful Python Plotly Mapping With GPT-4 Prompting” is published by John Loewen, PhD in Towards AI.

medium.com_towards-ai 13 hours ago

Calculating the Previous Value in Power BI

When we have Meter data, we want to calculate consumption over time. What looks very simple can be complicated if we have multiple meters for different areas, values, etc. Let’s see how we can solve this in Power BI.

towardsdatascience.com 14 hours ago

Overcoming LLMs’ Analytic Limitations Through Suitable Integrations

Despite their significant power and remarkable potential to become our only go-to solution for many of our AI and data-related problems in the near future, LLMs struggle with data analysis…

medium.com_towards-ai 15 hours ago

Fine-tune Llama 3 with ORPO

ORPO is a new exciting fine-tuning technique that combines the traditional supervised fine-tuning and preference alignment stages into a single process. This reduces the computational resources and…

towardsdatascience.com 19 hours ago

Visualizing my data science job search

2023 was a turbulent year for many job seekers. At least for me, it felt like quite a journey. Over the 11 months between January and November, I had 107 career-related conversations and applied to…

towardsdatascience.com 19 hours ago