Month: November 2021

Creating an abstraction layer for improved scalability and usability for loading Google Sheets data with Airflow This topic is not new. I’ve seen quite a few articles about generating different … Read more

There are at least 101 Examples of Machine Learning Data Scientists can use to Create Valuable Insights. Here they are. Junior — a very good boi, Courtesy of Jim Ozminkowski … Read more

Pycaret has additional functionality to deploy models to the cloud using AWS. To deploy the model on AWS you must first create an account on aws.amazon.com. Once created you need … Read more

How to analyze and visualize data with the help of funny cats with the ”ggcats” package StrangeR things: Adding… Cats? to your plots on R — RStudio preview (Image by … Read more

Discuss the latest changes on the exam post-Oct 2021, and how to prepare for it When you land in this post, it is likely that you are trying to find … Read more

3 lean validations to make sure you’re on the right path Photo by Pixabay from Pexels One of the main differences between AI and general developments is the required evaluation … Read more

Quantifying machine learning reproducibility and presenting a unified ranking system for project reproducibility The reproducibility of machine learning projects is a recurring topic, brought up in many different contexts — … Read more

In line with the recent rise of AutoML solutions, AutoXGB is a library that automatically trains, evaluates, and deploys XGBoost models from tabular data in CSV format. The hyperparameter tuning … Read more

The majority of Graph Neural Network (GNN) architectures are based on the message-passing paradigm, in which information is propagated between the nodes of the graph along its edges. Traditionally, the … Read more

Why the Pandas API on Spark is a total game changer Photo by Clayton Holmes on Unsplash That’s it. It’s out. Spark now has a Pandas API. It seems that, … Read more

Time series extraction of aerosol pollution of a region using Google Earth Engine Photo by Call Me Fred on Unsplash Smoggy weather can be frequently observed in many parts of … Read more

…and its consequences. Shadows (image by the author). You are at the office of some physician waiting for them to describe what course of treatment they are going to recommend … Read more

How to use cloud training resources to scale up your training capacity Photo by Jeremy Bishop on Unsplash Whether you are an algorithm developer in a growing startup company, a … Read more

A step-by-step guide The U.S. Bureau of Labor Statistics (BLS) website is one of the rich sources of U.S. economic data frequently visited by research economists, data scientists, finance professionals, … Read more

Here is a comparison of the different open-source OCR tools: Table by Author This rating is solely based on my own experience with the open-source tools. Each of them has … Read more

SHAP (Shapley Additive Explanations): Shapley Additive Explanations or SHAP is based on the concept of Shapley values from game theory. The main idea behind SHAP is to know how much … Read more

You can also directly import a backup into Weaviate without doing the import your self as outlined here. To import the data we use two different methods. The first is … Read more

Here you can see some different moods for the same drawing and input: Different moods of GauGAN2. source: Own image. Different lighting, bright blue. Source: Own image. Icy and Glaciers, … Read more

You don’t need big budgets, data scientists, or even months of effort – 4 ways your startup can become AI-driven today Artificial intelligence (AI) is what computer scientist Andrew Ng … Read more

Drawing the Go Board using matplotlib Source: https://en.wikipedia.org/wiki/Go_(game)#/media/File:FloorGoban.JPG Most aspiring data scientists are no strangers to matplotlib — the data visualization library that was designed for creating static, animated, and … Read more

Implementation NB: We will use the same model and data from the first part of this series. To compute layer conductance we adopt the same strategy as for Integrated Gradients … Read more

Learning chess by combining AlphaGo and Transformers Hi everyone, this will be the second instalment in my tutorial series for building a chess engine. This lesson will focus on building … Read more

(Scroll to the bottom to see a live demo of the completed app in GIF form). This article details how one can use Rshiny to make an integrated Spotify app. … Read more

Essential guide to detect and handle multicollinearity in the dataset Image by Gerd Altmann from Pixabay Exploratory data analysis and statistical analysis are important components of a data science model … Read more

What You Know and What You Should Know Photo by Scott Graham on Unsplash As someone with limited formal training in computer science or engineering or math, it can be … Read more

For the past 9 months, I have been working with Endolytix to tackle one of humanities greatest challenges, antibiotic resistance. In addition, to this important work, the birth of my … Read more

A simple guide to improving testing at your organisation Photo by National Cancer Institute on Unsplash A/B tests originate from the land of academia and science, where they are known … Read more