Azure End-to-End Data Engineering Real-Time Project
Akshay TekamThis project is a data engineering pipeline solution to a made-up business problem, created to aid in my learning and understanding of data pipelining. We have Tech Stack as On-Prem…
Healthcare Azure Data Warehousing Project Using Databricks
This is a comprehensive article that guides you through building an end-to-end data engineering solution on Microsoft Azure, specifically tailored for the healthcare domain. This project focuses on managing and…
A Complete Data Engineering Project Using Pyspark and Databricks Lakehouse
This project showcases a complete data engineering solution using Microsoft Azure, PySpark, and Databricks. It involves building a scalable ETL pipeline to process and transform data efficiently. The project demonstrates…
Data Preprocessing Pipeline using Python
Data preprocessing is a critical step in data science tasks, ensuring that raw data is transformed into a clean, organized, and structured format suitable for analysis. A data preprocessing pipeline…
Web Data ETL Pipeline using Python
A Web Data ETL (Extract, Transform, Load) pipeline is a systematic process used in data engineering to collect, transform, and load data from various sources on the internet into a…
Data Collection with an API using Python
APIs, or Application Programming Interfaces, are sets of protocols and tools that allow different software applications to communicate with each other. Data collection using APIs involves accessing these interfaces provided…
Statistical Analysis in Data Science Project
Statistical analysis provides essential techniques for understanding, interpreting, and making decisions based on data. It involves showing numerical statistics and some visualization data analysis. In this article, we'll delve into…
Building a Simple Chatbot with Open Source LLM Model
In the modern era of digital communication, chatbots have emerged as essential tools for online interaction, providing both businesses and users with a user-friendly means of communication and information retrieval.…
What Transformer Models can do in NLP
Transformer models are used to solve all kinds of NLP tasks. Transformers are a revolutionary architecture in the field of Natural Language Processing (NLP) that have significantly advanced the state-of-the-art…
Cat and Dog Classification using CNN
This tutorial focuses on developing a system designed to identify images of cats and dogs using CNN. It involves analyzing various images containing cats and dogs to predict which animal…