Project Bedrot

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Daniel Heather

Data Quality Error Detection powered by LLMs

An article showcasing the cleaning of data using Large Language Models (LLMs), with a focus on identifying errors in tabular data sets.

Simon Grah, Towards Data Science

Create a K-Means Clustering Algorithm from Scratch in Python

A simple guide to implement an unsupervised machine learning model

Luke Turner, Medium

A Fresh Look at Data Modelling

Many organizations abandoned the practices of data modelling as they shifted from data management practices of the past to adopt big data, data lake, and NoSQL technologies. Dave Wells makes the case that data modelling is not dead, it is more interesting and more important than ever before.

Dave Wells, Eckerson Group

Three Rules from Your Statistics Class to Unlearn

The best rule in statistical analysis: always stop and think about your particular data analysis situation.

Karen Grace Martin, Medium

Using Data Analysis to Improve and Verify the Customer Experience and Bad Reviews

How to Navigate Customer Complaints and different data-driven options for solutions to move forward.

Philip Piletic, Smart Data Collective

The rising tide of deepfakes as AI growth cause concern

As AI and machine learning tools advance, IT decision makers continue to express concerns over deepfake technology and its impact on global businesses

Amber Jackson, Cyber Magazine

Everything you've ever wanted to know about ML

"Looking for a fun introduction to AI with a sense of humor? Look no further than Making Friends with Machine Learning (MFML), a lovable free YouTube course designed with everyone in mind." - Cassie Kozyrkov

Cassie Kozyrkov, Head of Intelligent Decision - Google, Medium

• YouTube

The Integration of Machine Learning within Databases

Looking forward, in a few years will we be able to deploy ML pipelines directly in R or Python. This Podcast discusses how long and how it will be done, including a proof of concept.

Linear Digression, Spotify

• Spotify

Database Design & Management Class

A comphresive course on Database Theory, you can find almost all of the answers here when designing a database. I found it extremely helpful when learning SQL

Dr Daniel Soper

• YouTube

Python finally arrives to Excel

Dr Sarah Kaiser bringing the exciting news of python integration with MS Excel. All it takes is typing =Py in a cell.

Talk Python to Me, Spotify

• Spotify

The most important skills for Data Scientists

The Profile of a Data Scientist describes a Polymath. Asking the right questions, empathy and creativity are very important.

TEDx Talks

• YouTube

The rise of AI powered social media manipulation

A podcast featuring the two principal researchers behind the report "The Rise of Generative AI and the Coming Era of Social Media Manipulation"

The Data Exchange with Ben Lorica, Spotify

• Spotify