Towards Data Science's articles datascience Many ways of Pivoting with Pandas Pandas offers an endless number of data exploration tools that are intuitive to use and are worth having at the tip of your fingers. This article explores one such tool, pivoting. On multiple… Written by Towards Data Science June 15, 2020June 15, 2020 Saving Bookmark this article Bookmarked machinelearning The relationship between Perplexity and Entropy in NLP Perplexity is a common metric used in evaluating language models. In this post I will define perplexity and then discuss entropy and their relationship Written by Towards Data Science June 7, 2020June 7, 2020 Saving Bookmark this article Bookmarked datascience Developing a Dynamic Author Search of Covid-19 Articles using Plotly Dash & TigerGraph (Part 4) CORD-19 is a huge, open-source database of Covid-19 articles. The data set was originally created as a challenge for data analysts to collect meaningful information that could answer some unsolved… Written by Towards Data Science June 3, 2020June 3, 2020 Saving Bookmark this article Bookmarked datascience Aggregation, Transform, Filter — How and When to use them? In case you’re wondering, when I say “victim”, it’s because I’m too spoiled by the capabilities of Pandas until I meet Aggregation, Transform, Filter, who gave me some hard time understanding the… Written by Towards Data Science June 3, 2020June 3, 2020 Saving Bookmark this article Bookmarked programming Creating PDF Files with Python You might not get why we should use PDF format as a reporting tool while there are more advanced methods like dynamic dashboards. Your attitude is quite understandable, but here are a few ideas that… Written by Towards Data Science May 31, 2020May 31, 2020 Saving Bookmark this article Bookmarked programming Modularity Maximization Based on the hypothesis a random network does not have community structure, the local modularity concept was formulated [1]. It compares the partition of a given network with the analogous… Written by Towards Data Science May 31, 2020May 31, 2020 Saving Bookmark this article Bookmarked datascience 4 Ways To Improve Your Plotly Graphs Making high-quality data visualizations is a critical skills for Data Scientists. Learn how to get better at it using Plotly's Python library. Written by Towards Data Science May 25, 2020May 25, 2020 Saving Bookmark this article Bookmarked space Classification of Sky Objects with Machine Learning Classification is one of the main kinds of projects you can face in the world of Data Science. Written by Towards Data Science May 23, 2020May 23, 2020 Saving Bookmark this article Bookmarked machinelearning How to generate random variables from scratch (no library used) Random variables are an integral part of data science, machine learning, and statistical modeling. They play an increasingly important role in the systems and services around us that employ… Written by Towards Data Science May 23, 2020May 23, 2020 Saving Bookmark this article Bookmarked datascience Machine Learning on Azure with automated predictions I had a recent opportunity to work as a Data Science Intern at a company that used Microsoft Azure as their AI platform. For one of my projects, I had to recommend an optimal strategy (set-points)… Written by Towards Data Science January 7, 2020January 7, 2020 Saving Bookmark this article Bookmarked education Why I decided to apply to grad schools to study AI One of my dreams is to help create a society that truly helps its people achieve healthier, more fulfilling lifestyles. And I believe that the best way to achieve this is through the use of… Written by Towards Data Science December 2, 2019December 2, 2019 Saving Bookmark this article Bookmarked machinelearning Machine Learning — Don’t Just Rely on Your University Incorporating machine learning into predictive analytics has been in high demand that provides businesses the competitive edge. This hot topic is highly subscribed by undergraduates all over the… Written by Towards Data Science November 20, 2019November 20, 2019 Saving Bookmark this article Bookmarked Loading Load more
datascience Many ways of Pivoting with Pandas Pandas offers an endless number of data exploration tools that are intuitive to use and are worth having at the tip of your fingers. This article explores one such tool, pivoting. On multiple… Written by Towards Data Science June 15, 2020June 15, 2020 Saving Bookmark this article Bookmarked
machinelearning The relationship between Perplexity and Entropy in NLP Perplexity is a common metric used in evaluating language models. In this post I will define perplexity and then discuss entropy and their relationship Written by Towards Data Science June 7, 2020June 7, 2020 Saving Bookmark this article Bookmarked
datascience Developing a Dynamic Author Search of Covid-19 Articles using Plotly Dash & TigerGraph (Part 4) CORD-19 is a huge, open-source database of Covid-19 articles. The data set was originally created as a challenge for data analysts to collect meaningful information that could answer some unsolved… Written by Towards Data Science June 3, 2020June 3, 2020 Saving Bookmark this article Bookmarked
datascience Aggregation, Transform, Filter — How and When to use them? In case you’re wondering, when I say “victim”, it’s because I’m too spoiled by the capabilities of Pandas until I meet Aggregation, Transform, Filter, who gave me some hard time understanding the… Written by Towards Data Science June 3, 2020June 3, 2020 Saving Bookmark this article Bookmarked
programming Creating PDF Files with Python You might not get why we should use PDF format as a reporting tool while there are more advanced methods like dynamic dashboards. Your attitude is quite understandable, but here are a few ideas that… Written by Towards Data Science May 31, 2020May 31, 2020 Saving Bookmark this article Bookmarked
programming Modularity Maximization Based on the hypothesis a random network does not have community structure, the local modularity concept was formulated [1]. It compares the partition of a given network with the analogous… Written by Towards Data Science May 31, 2020May 31, 2020 Saving Bookmark this article Bookmarked
datascience 4 Ways To Improve Your Plotly Graphs Making high-quality data visualizations is a critical skills for Data Scientists. Learn how to get better at it using Plotly's Python library. Written by Towards Data Science May 25, 2020May 25, 2020 Saving Bookmark this article Bookmarked
space Classification of Sky Objects with Machine Learning Classification is one of the main kinds of projects you can face in the world of Data Science. Written by Towards Data Science May 23, 2020May 23, 2020 Saving Bookmark this article Bookmarked
machinelearning How to generate random variables from scratch (no library used) Random variables are an integral part of data science, machine learning, and statistical modeling. They play an increasingly important role in the systems and services around us that employ… Written by Towards Data Science May 23, 2020May 23, 2020 Saving Bookmark this article Bookmarked
datascience Machine Learning on Azure with automated predictions I had a recent opportunity to work as a Data Science Intern at a company that used Microsoft Azure as their AI platform. For one of my projects, I had to recommend an optimal strategy (set-points)… Written by Towards Data Science January 7, 2020January 7, 2020 Saving Bookmark this article Bookmarked
education Why I decided to apply to grad schools to study AI One of my dreams is to help create a society that truly helps its people achieve healthier, more fulfilling lifestyles. And I believe that the best way to achieve this is through the use of… Written by Towards Data Science December 2, 2019December 2, 2019 Saving Bookmark this article Bookmarked
machinelearning Machine Learning — Don’t Just Rely on Your University Incorporating machine learning into predictive analytics has been in high demand that provides businesses the competitive edge. This hot topic is highly subscribed by undergraduates all over the… Written by Towards Data Science November 20, 2019November 20, 2019 Saving Bookmark this article Bookmarked
