An overview of the PyViz ecosystem to make data visualizations in Python easier to use, learn and more powerful. Photo by Isaac Smith on Unsplash The purpose of visualization is insight, not pictures.―Ben Shneiderman If you work with data, then Data Visualisation is a vital part of your daily routine. And if you use Python for … Continue reading PyViz: Simplifying the Data Visualisation process in Python.
An open source tool from Google to easily learn patterns from large amounts of data More data beats clever algorithms, but better data beats more data : Peter Norvig There has been a lot of uproar as to how a large quantity of training data can have a tremendous impact on the results of a machine learning … Continue reading Visualising Machine Learning Datasets with Google’s FACETS
A quick overview of the super useful Collections module of Python. If the implementation is hard to explain, it’s a bad idea :The Zen of Python Python is a pretty powerful language and a large part of this power comes from the fact that it supports modular programming. Modular programming is essentially the process of breaking down … Continue reading Python’s Collections Module — High-performance container data types.
“Reading is essential for those who seek to rise above the ordinary.” — Jim Rohn Data Science is an emerging field, and everybody is trying to hone their skills to master it. People are curious about the vital ingredients needed to become a ‘good’ Data Scientist. I believe a sound understanding of statistics, good command over tools like … Continue reading My Top Five Data Science Reads of 2018