Advanced NLP Techniques: Combining BART and Intent Classification for Enhanced Query UnderstandingIn today’s data-driven world, the ability to extract meaningful insights from vast datasets is crucial. Natural Language Processing (NLP)…Sep 22Sep 22
Data Analytics Project Pitfalls: Navigating Common Mistakes and Achieving SuccessData analytics has become an indispensable tool for businesses across industries, providing valuable insights that drive informed…Jan 25Jan 25
Recursive Tree Traversal and While Loops in SQL Server: A Performance ComparisonNavigating hierarchical data in databases is a common challenge in software development. In SQL Server, two popular methods for traversing…Dec 19, 2023Dec 19, 2023
PDF Data Extraction with Python: A No-Cost Adobe AlternativeIn the digital era, PDFs are the lingua franca for official reports, invoices, and data sheets. However, extracting tabular data from PDFs…Nov 14, 2023Nov 14, 2023
Understanding Machine Learning Predictions with SHAP: A Case Study on Taxi Cancellation PredictionUnderstanding how Machine Learning make predictions can be challenging sometimes due to model complexity. This is where SHAP (SHapley…Nov 7, 2023Nov 7, 2023
Fine-Tuning Machine Learning Models for Time Series Forecasting in Retail SalesTime series forecasting is a vital component in sales . Accurate forecasts enable businesses to make informed decisions and allocate…Oct 18, 20231Oct 18, 20231
Search Smarter, Not Harder: Language Models in Dense Retrieval and Re-rankingIn today’s data-driven world, the ability to sift through massive amounts of text to find exactly what you’re looking for is nothing short…Oct 11, 2023Oct 11, 2023
Tackling a Hard-Level SQL Problem on HackerRank: A Deep Dive into Hackers’ Daily SubmissionsIntroductionOct 5, 2023Oct 5, 2023
SQL for Data Transformation — Generating Monthly Price Data from Date RangesWhen working with time-series data in business analytics, it’s common to encounter scenarios where the data needs to be transformed for…Oct 2, 20231Oct 2, 20231
Utilize ChatGPT’s Prompt Engineering for Non-Engineer RolesIn the ever-evolving landscape of data science, the spotlight has unmistakably fallen on the prowess of Large Language Models (LLMs), with…Aug 11, 2023Aug 11, 2023
