Ranjeet Tiwari | Software Architect | IITJSummarize Large Documents or Text Using LLMs and LangChainSummarizing long texts can be quite a challenge, but with LangChain and Language Learning Model (LLM), it’s made simple. Imagine you’re…Jul 17Jul 17
Ranjeet Tiwari | Software Architect | IITJPrepare Instruction Dataset to Fine-Tune Large Language Models: Practical Guide for OpenAI ModelsFine-tuning a Large Language Model (LLM) can seem daunting, but with a clear understanding of how to prepare your instruction dataset, it…Jul 15Jul 15
Ranjeet Tiwari | Software Architect | IITJMastering PyTorch Indexing: Simple Techniques with Practical ExamplesPyTorch is a popular tool for working with machine learning, and it uses something called “tensors” to handle data. Imagine tensors as…Jun 8Jun 8
Ranjeet Tiwari | Software Architect | IITJDevOps vs MLOps: Connecting Traditional Software Development with Machine Learning OperationsDevOps and MLOps are two practices designed to streamline and optimize different types of software development processes.Jun 6Jun 6
Ranjeet Tiwari | Software Architect | IITJHow to Build an ETL Data Pipeline for Machine Learning and NLP ProjectsWhen you’re working on a machine learning (ML) or natural language processing (NLP) project, data plays a big role. Building an ETL…Apr 19Apr 19
Ranjeet Tiwari | Software Architect | IITJEthical Standards in AI DevelopmentIn today’s digital age, Artificial Intelligence (AI) is shaping our world in remarkable ways.Apr 8Apr 8
Ranjeet Tiwari | Software Architect | IITJData Insights -Exploring Statistical Modelling Techniques using Python -Part 1Statistical modeling is a powerful tool in data analysis, providing insights and predictions crucial for decision-making. In this article…Apr 2Apr 2
Ranjeet Tiwari | Software Architect | IITJKey Probability Distributions in Machine LearningProbability distributions play a crucial role in machine learning. They help us understand the likelihood of different outcomes, which is…Mar 25Mar 25
Ranjeet Tiwari | Software Architect | IITJSimplified — Alpha and Beta Testing for Software DevelopmentIn the realm of software development, the journey towards a successful and high-quality product involves meticulous testing. Two crucial…Feb 4Feb 4
Ranjeet Tiwari | Software Architect | IITJSoftware Deployment Strategies for Seamless Updates and Better User ExperiencesSoftware deployment is a critical aspect of the software development lifecycle, encompassing the process of releasing updates to users…Feb 4Feb 4