Indie QuantText Classification Using Recurrent Neural Networks — End to End Explanation and ImplementationSupervised learning problems are one of the core areas of interest in machine learning space. There are a range of approaches available to…Aug 24Aug 24
Indie QuantBiLSTM with Attention Model to Predict Missing Characters in a WordIn this article, we will go through one of the approaches to predict missing characters in a word. This approach is based on BiLSTM with…Jul 14Jul 14
Indie QuantThe Power of Vectorization in Python Data OperationsWe will learn how NumPy/Pandas’s vectorized methods vastly outperform apply functions resulting in multifold boost in performance.Jun 2Jun 2
Indie QuantMastering Productivity: Unveiling Insights from ‘Deep Work’“Deep Work” by Cal Newport presents a thought-provoking approach to task prioritization, especially within the context of today’s…Apr 28Apr 28
Indie QuantSentiment Analysis using Deep Learning (BERT)Sentiment analysis is one of the classic machine learning problems which finds use cases across industries. For example, it can help us in…Apr 20Apr 20
Indie QuantCoin Change Problem using Dynamic ProgrammingWe will be solving coin change problem using dynamic programming in Python. This is a medium level problem from Leetcode. We will review…Apr 8Apr 8
Indie QuantThis is how you can use NLP and Web-Scraping to find in-demand skills for your dream job.In this fast-evolving professional world, how do you know which skills are needed for your dream job? go through jobs descriptions on…Nov 14, 2023Nov 14, 2023
Indie QuantStep by Step Introduction to Deep Convolutional Generative Adversarial NetworksDeep Convolutional Generative Adversarial Networks — DCGAN is one of the first algorithms towards the Generative AI on Image data. In this…Nov 4, 2023Nov 4, 2023
Indie QuantSentiment Analysis using Machine Learning: An Structured Approach towards the Optimal SolutionWith a range of NLP & machine learning techniques available, how do you start with a sentiment analysis problem and take right steps…Oct 29, 2023Oct 29, 2023
Indie QuantinPython in Plain EnglishDetecting Cycle in a Linked List using Floyd’s AlgorithmWe will use Floyd’s cycle finding algorithm to detect cycle in a Linked List. We are also solving the Leetcode#141 problem…Oct 14, 2023Oct 14, 2023