The Roadmap of Mathematics for Deep Learning

Knowing the mathematics behind machine learning algorithms is a superpower. If you have ever built a model for a real-life problem, you probably experienced that being familiar with the details can…

PandasGUI: Analyzing Pandas dataframes with a Graphical User Interface

Today the pandas library has become the defacto tool for doing any exploratory data analysis in Python. Its versatility, flexibility, and ease of use makes it the library of choice for many data…

Exploring Design Patterns in Python

Design Patterns are used to help programmers with understanding concepts, teaching, learning, and building on other great working ideas and concepts. So, when you are thinking Design Patterns think…

Top 10 Trending Python Projects On GitHub

For a decent amount of time, developers over the world have preferred Python for a majority of their projects. The ease of using the programming language, its efficiency in real-time as well as…

Presidential Elections Forecast

Many factors affect the election results as the COVID-19, impeachment, economy, unemployment rate, natural disasters’ response, climate change, foreign policy, people’s loyalty to their party…

How I cracked my MLE interview at Facebook

It was August last year and I was in the process of giving interviews. By that point in time, I was already interviewing for Google India and Amazon India for Machine Learning and Data Science roles…

3 Python Tricks to Read, Create, and Run Multiple Files Automatically

When putting your code into production, you will most likely need to deal with organizing the files of your code. It can be really time-consuming to read, create, and run many files of data. This…

Data Frame EDA Packages Comparison: Pandas Profiling, Sweetviz, and PandasGUI

As a data scientist, our work would always involve exploring data or often called Exploratory Data Analysis (EDA). The purposes of exploring data are to know our data better and grasp what we are…

Top 12 Python Developer Skills You Must Need to Know

Over the past few years, Python has been on a steady ride to being one of the most preferred programming languages for a myriad of tasks in the industry. Python offers a solid entry point for all…

Python: How to Get Live Market Data (Less Than 0.1-Second Lag).

I am going to test the latest release from Yahoo Finance API for Python, which provide the possibility to get live data with less than a second lag.