Published in Towards Data Science·Jun 9, 2021Let’s Learn Exploratory Data Analysis PracticallyUsing the ‘English Premier League Results’ dataset | A beginner friendly step-by-step approach — Season 2020–21 of English Premier League — Arguably the world’s most entertaining football league, has come to an end. Congratulations to Manchester City for winning the league. It has been a different season without fans in the stadium, but it has given us some nail biting finishes, wild and breathtaking…Exploratory Data Analysis12 min readExploratory Data Analysis12 min read
Published in Towards Data Science·Jan 13, 2021Garbage Segregation Using PyTorchA RESNET approach to Convolutional Neural Networks in PyTorch — Humans produce millions of tons of garbage everyday. This garbage, as we know, needs to be segregated before it is taken out of our houses. As essential as this process is for the functioning of communities and sustaining of the mother earth, it is Tedious! We all have, at some…Data Science8 min readData Science8 min read
Published in Towards Data Science·Nov 27, 20205 Powerful PyTorch Functions Every Beginner Should KnowTorch your Data Science world alight with these Tensor related functions — PyTorch proficiency is one of the most sought after skill when it comes to recruitment for data scientists. For those who don’t know, PyTorch is a Python library with a wide variety of functions and operations, mostly used for deep learning. One of the most basic yet important parts of…Pytorch6 min readPytorch6 min read
Published in The Startup·Nov 27, 20205 Powerful NumPy Functions a Beginner Should KnowLearn exactly what they do, along with working and breaking examples NumPy, as the name suggest, is a powerful and open source python library that helps us compute operations on primarily numbers, faster. It is an important tool for data science. NumPy lets us create multi dimensional arrays and lets…Numpy5 min readNumpy5 min read
Published in The Startup·Nov 1, 2020Kickstarter Projects — Do They Succeed?A Data Science Perspective Kickstarter. Most of us have seen Kickstarter projects be that in social media ads, blogposts or search results. Hell, you can even be one of those who treat Kickstarter like Instagram and browse it daily. For the small portion of readers who don’t know what Kickstarter…Data Science14 min readData Science14 min read
