Juan Carlos Olamendyjuancolamendy.hashnode.dev·Apr 23, 2024A Comprehensive Guide to Regularization in Machine LearningHave you ever trained a machine learning model that performed exceptionally on your training data but failed miserably on real-world, unseen data? If so, you've encountered overfitting, a common pitfall in machine learning that regularization techniq...DiscussMachine Learning
Martin Oywamartinoywa.hashnode.dev·Apr 21, 2024Retrieval Augmented Generation (RAG) - A Simple Theoretical Introduction.Introduction Over the last year, the popularity of Large Language Models (LLMs) has soared significantly, with use cases in almost all major industries popping up, mostly through chat interfaces or chatbots. With this popularity, the question of how ...Discuss·1 like·71 readsRetrieval-Augmented Generation
Sumit Mondalsumit007.hashnode.dev·Apr 20, 2024Amazon Rekognition on AWS: A Simple Guide with ExamplesIn today’s digital age, the vast amount of visual data generated daily can overwhelm traditional methods of analysis. However, with the advent of machine learning and artificial intelligence, solutions like Amazon Rekognition offer powerful tools for...DiscussAWS - HandsOnAWS
Shiv Iyerfor#AzureSQL #SQLServer #Azure #SQLazuresql.hashnode.dev·Apr 19, 2024Mastering `sp_executesql`: Enhancing Security and Performance in SQL Serversp_executesql is a system-stored procedure in SQL Server used to execute a Transact-SQL statement or batch that can be reused multiple times, or to execute a dynamically built T-SQL statement. The primary advantage of using sp_executesql over EXECUTE...DiscussSQL
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Apr 19, 2024Trying a web frame for My Competitive SkillsHello friends 👋, My name is Avdhesh Varshney. I am a early startup for ✍️ writing the blogs and choosing HashNode, a platform for writing my blogs. So, don't consider my english language as coders doesn't have a good english writing skills. Now, ⌛ ...Discussstreamlit
Nkwam Philipphil-nkwam.hashnode.dev·Apr 18, 2024Just in case you are working with tifffle (.tif) images for a Deep Learning project.Lately, I was digging my hands into an image processing task - following a tutorial by Dr Sreenivas Bhattiprolu on Digital Image Processing.In this tutorial, there was a task to read an tif image and convert into readable numbers using skimage.Code i...DiscussDeep Learning
Prakhar Kumarprakhartechinsights.hashnode.dev·Apr 15, 2024Neural Networks: A Step-by-Step GuideNeural networks are the backbone of deep learning, enabling machines to learn from data and make intelligent decisions. In this comprehensive guide, we'll unravel the complexities of neural networks step by step, providing a detailed explanation alon...DiscussAI/ML Blog By PrakharDeep Learning
Prakhar Kumarprakhartechinsights.hashnode.dev·Apr 15, 2024Unveiling Deep Learning: A Comprehensive ExplorationDeep learning, a subset of machine learning, has garnered immense attention for its ability to solve complex problems across various domains. In this detailed blog post, we'll delve into the core of deep learning, focusing on neural networks—a fundam...DiscussAI/ML Blog By PrakharDeep Learning
Rakesh Venkatrvbug.hashnode.dev·Apr 13, 2024ML Cookie-Cutter - V 2.0Introduction I go by one simple principle If you repeat the same steps twice, then automate it the third time. Couple of years back, I wrote blog on how to : 1> Structure your Data Science and ML project - Link here 2> Automating ML structure using...DiscussML
Prakhar Kumarprakhartechinsights.hashnode.dev·Apr 12, 2024Exploring the Interrelation between Deep Learning, NLP, and LLM SystemsDeep learning, natural language processing (NLP), and large language models (LLMs) are interconnected fields that have significantly advanced the capabilities of machines in understanding and processing human language. In this blog post, we'll delve ...DiscussNLP Blogs by Prakharnlp