towards data science

Front image: Pixabay. Back image: Pixabay.The COVID-19 Data is a Classic Example of Selection BiasOrganizations like Kaggle and Johns Hopkins University are using their tech-savvy resources to aid in the coronavirus...

Community finding with applications on phylogenetic networkshttps://medium.com/media/f5c20e4b2c94421276430397277b5eec/hrefWith the advent of high-throughput sequencing methods, new ways of visualizing and analyzing...

Ramping up testing is imperative.During the course of an infectious disease outbreak such as the COVID-19 pandemic the world is currently experiencing, it is crucial to understand the lethality of the illness— people...

A Case Study in Combined Cycle Power PlantsImage taken from https://www.pxfuel.com/en/free-photo-ebrro with a license to use Creative Commons Zero — CC0.The prediction of electrical power produced in combined...

Variational Autoencoders (VAEs) for Dummies — Step By Step TutorialDIY Practical guide with Hands-on code for building and training VAEs on celebrity faces with KerasThis article introduces everything you need...

Futuristic neon glow for your next data visualization.1 — The BasisLet’s make up some numbers, put them in a Pandas dataframe and plot them:import pandas as pdimport matplotlib.pyplot as pltdf =...

Image: PixabayAnd how to overcome it — practical thoughts on AI developmentEarlier this month I was figuring out how to code a recurrent neural network (RNN, a common form of neural networks for text generation)...

Neural Networks Intuitions: 6. EAST: An Efficient and Accurate Scene Text Detector — Paper ExplanationHey folks! It’s good to be back again :-)It has been a while since I published my last article. In this...

Build your own ML CI/CD pipeline using serverless components on AWS.IntroductionAs the machine learning space matures, there is an increasing need for simple ways to automate and deploy ML pipelines into production....

💯 transfer learningPhoto by Patrick Schneider on UnsplashWe started with open source ‘code’ contribution. Now we are at a stage where we do open source ‘model’ contribution.But how to make new...

Deep Learning Powers AI Drug Discovery MethodsThere’s a common refrain among the chronically disappointed, it goes a little something like this: “if this is the future, where is my jetpack?” Juxtaposing this...

My first pass with Supervised Machine Learning was a quick one: I did some research on curriculums and handpicked the topics I wanted to learn. Then, I read a few articles on them until I understood the general concept...

My first pass with Supervised Machine Learning was a quick one: I did some research on curriculums and handpicked the topics I wanted to learn. Then, I read a few articles on them until I understood the general concept...

The new feature on Google Cloud that data scientists and their team leaders will loveImage: SOURCE.Hey, data scientists using Google Cloud: why aren’t you using machine images yet? Because they’re only two weeks...

The new feature on Google Cloud that data scientists and their team leaders will loveImage: SOURCE.Hey, data scientists using Google Cloud: why aren’t you using machine images yet? Because they’re only two weeks...

Why Gravity Always Attract but Like Electric Charges RepelFigure by Zita/shutterstock.comMany that read the book “A Brief History of Time” may remember there is a chapter called “Elementary Particles and the...

Udacity offers one month of a premium degree for free, supporting Covid-19 crisis.Photo by freddie marriage on UnsplashBeing in quarantine can be challenging, but it spares us a great amount of time to focus on...