towards data science

Sometimes you need to take a leap of faith and switch careersPhoto from Jens Lelie on UnsplashIn my last article, we dove into how my technical skills have developed over two years since transitioning into data...

A first big step to using QGIS for data science.Photo by Jay Heike on UnsplashIntroductionOne of the projects in my Flatiron Data Science program was to take a popular housing sales data set for King County, WA, and...

Photo by Paul Bienek on UnsplashExploring NASAs turbofan datasetOperating condition-based standardization and hyperparameter tuning for FD002<disclaimer I aim to showcase the effect of different methods and...

How would you explain Machine Learning to a five-year-old?Photo by Andy Kelly on UnsplashRecently, I became a father, and the process of watching a toddler learn and conquer new skills every day is really inspiring. At...

ProgrammingThe path from the very beginning to the further high-quality programming practices.Photo by Jefferson Santos on UnsplashDo you want to learn to program like an engineer? From the ground up by focusing on...

It’s not always about the applicant!Photo by Magnet.me on UnsplashWhen I first decided to get into the field of data science, I had so much hope and expectation. I mean, when it comes to data science, there is always...

Picture Credit: Alin-Andersen (https://unsplash.com/photos/adJNLL2CLM4)Building even the most basic machine learning model involves several steps. Features have to be selected, data needs to be standardized, the type of...

Build a Dot Density Map using R, QIS, and TableauPeople deserve to be seen. Learn how to visualize all the real humans behind the aggregations. This technique is designed to show you a technique to break apart shapes...

Listen to PDF file using Python Text to Speech LibraryDon’t want to read a PDF file but want to listen to it, then read this article and find out how…This short article explores the text to speech Python library...

Why Personal Projects besides a corporate Data Science job are important and how to choose themIn this article I am going to give you an overview about why I think personal projects are important even after you have...

Combination — Order doesn’t Matter!This Article will help you Understand concepts of Combination in a way that you will always rememberBefore getting into this Article, make sure you have checked out, my...

Photo by Jonathan Borba on UnsplashThe digital age provides easy access to bountiful amounts of open sourced data and a wealth of information like never before. This is a potential gold mine for Data Teams to emerge...

They both use physics, it should be easyWord adjacency graph of common adjectives and nouns in “David Copperfield” (image by the author).Displaying a graph or a network in a way that is not a complete mess can be...

Photo by Amir Mohammad HP on UnsplashAt the end of 2018, TensorFlow announced support for Ragged Tensors. Since the announcement more and more parts of the TF stack have support for tf.RaggedTensor. In this post I will...

Explainable machine learning at your fingertipsBlack-box models aren’t cool anymore. It’s easy to build great models nowadays, but what’s going on inside? That’s what Explainable AI and LIME try...

Explainable machine learning at your fingertipsBlack-box models aren’t cool anymore. It’s easy to build great models nowadays, but what’s going on inside? That’s what Explainable AI and LIME try...

How to Check if our Time Series is Stationary or NotNote from Towards Data Science’s editors: While we allow independent authors to publish articles in accordance with our rules and guidelines, we do not endorse each...

Cutting-edge text summarization, sentiment analysis, and language generationPhoto by Enrique Guzmán Egas on UnsplashHow many lines of code does it take to use one of Google AI’s top-performing language models and...