--- title: "Tanmay Rauth (@tanmayrauth) | Hashnode" description: "Love building ML Products. Read the latest articles by Tanmay Rauth on Hashnode." url: "https://hashnode.com/@tanmayrauth" --- @tanmayrauth # Tanmay Rauth @tanmayrauth · Joined February 2021 Love building ML Products ### [Python lists and it's essential functions](https://tanmayrauth.hashnode.dev/python-lists-and-its-essential-functions?utm_source=hashnode&utm_medium=feed) A list in Python is used to store the sequence of various types of data. Python lists are mutable type, it means that we can modify it's element after it is created. Essential List Functions: 1. append( elmnt ) It adds an element at the end of the ... 4 min read · [tanmayrauth.hashnode.dev](https://tanmayrauth.hashnode.dev/python-lists-and-its-essential-functions?utm_source=hashnode&utm_medium=feed) [Mar 13, 2021](https://hashnode.com/posts/python-lists-and-its-essential-functions/604cbd3449698807cc47f319) ### [Let's learn about Cross Entropy](https://tanmayrauth.hashnode.dev/lets-learn-about-cross-entropy?utm_source=hashnode&utm_medium=feed) Let's learn about cross entropy Cross-entropy can be used as a loss function for classification models like logistic regression or artificial neural networks. It basically describes the loss between two probability distributions. The "true" distribu... 2 min read · [tanmayrauth.hashnode.dev](https://tanmayrauth.hashnode.dev/lets-learn-about-cross-entropy?utm_source=hashnode&utm_medium=feed) [Mar 13, 2021](https://hashnode.com/posts/lets-learn-about-cross-entropy/604cbab249698807cc47f2ce) ### [Understand Python sets](https://tanmayrauth.hashnode.dev/understand-python-sets?utm_source=hashnode&utm_medium=feed) ◽️ A set is a collection which is both unordered and unindexed. ◽️ Once created, you cannot change its items, but you can add new items. ◽️ 2 items cannot have same value. ◽️ Items can be of any data type. How to create sets ? ◽️ Using the set() cons... 3 min read · [tanmayrauth.hashnode.dev](https://tanmayrauth.hashnode.dev/understand-python-sets?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/understand-python-sets/603a112d0dad7e6b99e1f684) [Feb 27, 2021](https://hashnode.com/posts/understand-python-sets/603a112d0dad7e6b99e1f684) ### [Learning about Python Dictionary](https://tanmayrauth.hashnode.dev/learning-about-python-dictionary?utm_source=hashnode&utm_medium=feed) Python Dictionaries store data values in key : value pairs. car = { "brand" : "Tesla", "model" : "S" } ◽️ Dict are ordered (Py 3.7), it means that the items have a defined order. ◽️ Cannot have two items with the same key. ◽️ We can update, add or re... 3 min read · [tanmayrauth.hashnode.dev](https://tanmayrauth.hashnode.dev/learning-about-python-dictionary?utm_source=hashnode&utm_medium=feed) [Feb 25, 2021](https://hashnode.com/posts/learning-about-python-dictionary/603729400c99f77f2f8a684c) ### [How I learnt from Machine Learning Flashcards ?](https://tanmayrauth.hashnode.dev/how-i-learnt-from-machine-learning-flashcards?utm_source=hashnode&utm_medium=feed) So after facing a lot of problem in learning Machine Learning, I started contemplating on how to make the whole learning experience great. Then I came across the concept of Active Recall and Flashcards. So I thought of making Machine Learning Flashca... 4 min read · [tanmayrauth.hashnode.dev](https://tanmayrauth.hashnode.dev/how-i-learnt-from-machine-learning-flashcards?utm_source=hashnode&utm_medium=feed) [Feb 24, 2021](https://hashnode.com/posts/how-i-learnt-from-machine-learning-flashcards/6036ae110c99f77f2f8a635d)