Spotify Data Analysis using Synapse and Power BI — In this article, I created a very simple end-end-end Business Intelligence (BI) project using Azure Synapse and Power BI. But, before that, what is BI? In short, BI is a process of collecting, storing, analyzing, and converting raw data into actionable insights which help organizations make better data-driven decisions. This…

Awesome Python libraries for Machine Learning — Python is an integral part of machine learning and libraries make our life simpler. Recently, I came across 6 awesome libraries while working on my ML projects. They helped me save a lot of time and I am going to discuss about them in this blog. 1. clean-text A truly incredible library…

Easy speech to text — OpenAI has recently released a new speech recognition model called Whisper. Unlike DALLE-2 and GPT-3, Whisper is a free and open-source model. Whisper is an automatic speech recognition model trained on 680,000 hours of multilingual data collected from the web. As per OpenAI, this model is robust to accents, background…

Beginner’s guide to ADF — This article provides a business-friendly view of what Azure Data Factory is, where it fits in the data-tools landscape. Today businesses are generating more and more data, and the amount of data is growing exponentially. Businesses are using a variety of software to drive business. …

Building a text classification model using spaCy 3.0 — I have been using spaCy for quite some time because of its easy usage in production and its crisp, user-friendly API. The library was developed by Matthew Honnibal and Ines Montani, the founders of the company Explosion.ai. They have released the spaCy 3.0 version on February 1, 2021, and added…

Extracting tweets using snscrape and sentiment analysis using Hugging Face Pipeline — Recently, I did some personal project for my learning that required analyzing the tweets about vaccination on Twitter and finding sentiments for the same. I am not able to spend much time due to my full-time work, so I decided to complete this project in two weeks. …

Speech to Text — In my previous blog, I explained how to convert speech into text using the Speech Recognition library with the help of Google speech recognition API. In this blog, we see how to convert speech into text using Facebook Wav2Vec 2.0 model. Facebook recently introduced and open-sourced their new framework for…

Guide to various NLP tasks using the spaCy library — spaCy is an open-source, advanced Natural Language Processing (NLP) library in Python. The library was developed by Matthew Honnibal and Ines Montani, the founders of the company Explosion.ai. In my previous article, I have explained the Natural Language Processing using the NLTK library. spaCy was designed particularly for production usage…

Showcasing an easy way to build a custom image dataset using google images and Bing image downloader — I work predominantly in NLP for the last three months at work. It’s been a long time I work on the image data. Hence, I decided to build a unique image classifier model as part of my personal project and learning. One thing I am really missing in the current…