Introduction In this tutorial, we will cover the basics of Python in just ten minutes. We will go over variables, lists, tuples, sets, indexing, dictionaries, if statements, loops, list comprehensions, functions, classes, magic methods, object functions, inheritance, methods, decorators, and callbacks. …

Introduction One of the most important decisions in building a data lake is choosing the format in which data will be stored, as it can significantly impact the performance, usability, and compatibility of the system. …

Introduction Data Analytics and Engineering are rapidly growing fields with the potential to revolutionize the way we do business and make decisions. However, one critical aspect of any data project is having access to the right data. But what if you don’t have access to real-world data? This is where Faker…

PyTorch is a popular open source deep learning framework developed by Facebook’s artificial intelligence research group that is used by data scientists, engineers, and researchers to develop and train deep learning models. It provides a comprehensive set of tools to build, train, and deploy AI applications. …

‍Are you a Python programmer looking to speed up your code? Are you looking for a way to run your code more efficiently and get more out of your data? If so, Ray is the perfect tool for you. Ray is an open-source distributed computing library that allows you to…

Introduction Welcome to my 6th article in the series, Designing Data Intensive Applications. This article is highly inspired by one of the best Data Engineering books available out there: Designing Data Intensive Applications by Martin Kleppmann. In this chapter, we’ll be discussing the topic of data partitioning. Note: I have received…

‍ Image Source: FreeImages‍ Introduction A career pivot in tech, or any industry for that matter, can be a challenging and daunting process. It requires a lot of research, planning, and hard work to successfully transition from one career path to another. One important factor that can make this process easier…

Introduction Making a career pivot in the tech industry can be a daunting prospect, but with the right mindset and approach, it is possible to successfully navigate this transition and find success in your new role. …

Introduction It’s that time of the year again! AWS re:Invent 2022 is an exciting time for those interested in Artificial Intelligence (AI), Machine Learning (ML), and Analytics. It was a jam-packed event full of announcements, updates, and new products from AWS. If you’re like me, always on the lookout for the…