Optimize the use of dataframes — As a 21st-century data analyst or data scientist, the most essential framework which is widely used by all is — Pandas! Pandas has made life easier with the help of in-memory processing power and the use of dataframes. As opposed to dumping the entire dataset in a SQL database and…

Data Analysis over Formula 1 dataset (1950-2017) — Formula 1 is and has been a favorite sport of mine since I was a kid. Extreme precision, high accuracy and excellent team are the key constituents for a team to participate and win the grand prix. The moment anyone decides to act on their own, the team can either…

Data Science Tools — Jupyter notebook is the most go-to platform when it comes to performing data analysis or performing data science-intense data preprocessing, EDA and data visualizations. With all the cool stuff happening in Jupyter notebooks, it still might be the case you aren’t leveraging the power of your machine. …

Frameworks for Object Detection —

Object Detection Tools and Frameworks — Object detection is a technology related to computer vision that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or vehicles) in digital videos and images. Object detection has proved to be a prominent module for numerous important applications like video surveillance, autonomous driving…

A web application that enables users to browse through trailers of top rated movies and trending movies, all in one place — It is estimated that there are about 500,000 movies currently in existence. That’s more than anyone can watch in a lifetime. Moreover, not all people will like every movie that has ever been made. Most of the time, people tend to watch movies from a few specific genres. …

San Francisco’s Drug and Crime analysis using machine learning and classification techniques — The War on Drugs is a phase used to refer to a government led initiative that aims to stop illegal drug use, distribution, and trade by increasing and enforcing penalties for offenders. The movement started in the 1970s and is still evolving today. Consequently, numerous US states are experiencing an…