towards data science

Hands-on TutorialsAn open-source package for decision tree visualization and model interpretationImage by AuthorIt is rightly said that a picture is worth a thousand words. This axiom is equally applicable for machine...

Coffee Data ScienceA data review on grounds retentionI bought a Niche Zero, and the Zero stands for zero retention. The aim is that if you put 20g of coffee beans into the grinder, you will get 20g of coffee grounds...

Learn how to create virtual environments for your Python data science projects using Pyenv, Virtualenv, and Pip on Mac OS Big SurImage by www_slon_pics from PixabayThis blog is part of a series of tutorials called...

We might need to let go of the limitations of human thinkingAI and human brains might need to part ways. Image by authorIn the summer of 1956, 10 scientists met at Dartmouth College and invented artificial...

The foundations for making data make sensePhoto by Robynne Hu on UnsplashWhile Excel wizardry might cut it for many analytics tasks, data science work relies heavily on the nuance, reproducibility, and scalability of...

Avoid manual copy-pasting of notebook cellsImage by Peggy und Marco Lachmann-Anke from PixabayJupyter Notebook is considered an integral part of any Data Scientist’s toolbox. Jupyter Notebook also referred to as...

Application of an Integrated Life Cycle Assessment and Supply Chain Analytics on Low-Density PolyethyleneAuthors: Debanjana Chakraborty @chakraborty_debanjana, Suparno Bhatta @iamsuparno and Dr Poovammal E, Department...

Six weeks to create a physical behaviour classification model using deep learning.Photo by Timon Studler on UnsplashGetting started: The 42-day projectA few months ago, I read an article by Daniel Bourke on...

Data Science Job Search — What worked for me?“Learn from the mistakes of others. You can’t live long enough to make them all yourself.”― Eleanor Roosevelt.NYC | Shravankumar HiregoudarAccording to the...

A tool for helping humans cooperate with one another?Photo by Eric Krull on UnsplashMulti-Agent Reinforcement Learning (MARL) is a subfield of reinforcement learning that is becoming increasingly relevant and has been...

Fig.1 — Photo by Anncapictures on PixabayActionable advice to remain updated regardful of the news advancements in Artificial IntelligenceData Science: a world in constant evolutionBeing a Data Scientist in 2021...

OpinionExploring the best PC Building rigs for performing deep learning computations in every budget rangePhoto by 6 9 on UnsplashThe popularity of Deep learning has risen to its peak with all the modern developments...

Simulate and Modelling Feature and Label ShiftsPhoto by Conor Luddy on UnsplashAll the trained models are prone to become old and useless. It’s a well-known truth that, after some time, all the models are not able...

How to level-up your visualization with the already great package and gridspecLearning from MachinesIntroductionWhile many Data Scientists are quite comfortable with the basics of matplotlib, or more specifically...

From an AI algorithm to a fully functional APIHow to simply and efficiently expose your AI algorithm as an APIPicture by Brett Sayles from PexelsAs a data scientist, when working on a complex project along with other...

Books from UnsplashAn exploration of prompt engineering in GPT-3 for Search, Classification, and Extraction tasksIntroductionWhile GPT-3 has been released quite some time ago with much buzz due to it’s remarkable...