ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 17, 2024A Comprehensive Guide to Binary Classification in Machine LearningBinary classification is a fundamental concept in machine learning where the goal is to classify data into one of two distinct classes or categories. It is widely used in various fields, including spam detection, medical diagnosis, customer churn pre...Discuss·10 likes·61 readsMachine Learningspam detection
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 9, 2024How to Create and Train a Machine Learning Model from ScratchMachine learning (ML) has revolutionized the way we approach problem-solving, enabling computers to learn from data and make decisions or predictions. In this blog, we’ll walk through the process of creating and training a machine learning model from...Discuss·93 readsMachine Learningbuild model
Niladri Dasniladridas.hashnode.dev·Aug 11, 2024Everything You Need to Know About XGBoostXGBoost (eXtreme Gradient Boosting) is a popular open-source machine learning library that provides a scalable and efficient way to perform gradient boosting. It works on Linux, Microsoft Windows, and macOS. It's widely used for classification and re...DiscussInterpretable
Rashid Ul Haqrashid-ul-haq.hashnode.dev·Jul 14, 2024Mastering Binary Classification with Pure TensorFlow: An In-Depth Step-by-Step GuideIn this blog post, we will dive into the world of binary classification using TensorFlow, covering essential concepts like variables, operations, gradients, and more. Binary classification is a fundamental task in machine learning, where the objectiv...Discuss·10 likesDeep Learning UnpluggedCrossEntropy
Venkat Rvenkatr.hashnode.dev·Jul 12, 2024Exploring Generative AI and Synthetic DataGenerative AI (GenAI) and synthetic data are revolutionizing the way we approach data generation and utilization, particularly in training AI models. This comprehensive blog post delves into the essence of GenAI, the applications and benefits of synt...DiscussGenerative AI (GenAI)
Niladri Dasniladridas.hashnode.dev·Jul 6, 2024How to Detect and Track Objects in Real-Time with a MacBook Camera 📷In this blog post, we will discuss an exciting project that involves real-time object detection and tracking using a MacBook camera. This project combines computer vision and deep learning techniques to create a versatile application with various pra...DiscussObjectDetection
Juan Carlos Olamendyjuancolamendy.hashnode.dev·Jun 24, 2024How to Align with Model's Prediction with Real World OutcomesImagine you're building a model. You invest countless hours fine-tuning its parameters, enhancing its architecture, and optimizing its performance metrics. But, after deployment, you notice that the model's predicted probabilities don't align with re...DiscussMachine Learning
Narola AI Studionarolaistudio.hashnode.dev·Jun 20, 2024Tips for Model Training to Maximize Machine Learning PotentialModel training is a key procedure in machine learning that converts unprocessed data into useful insights. This article explores the fundamentals of model training and provides tips on how to improve your models' accuracy. In machine learning, feedin...DiscussModelTraining
Trisha Banerjeemlexplorer.hashnode.dev·May 27, 2024How to Build a Chatbot Using Deep Learning: A Step-by-Step GuideEver wondered how chatbots can engage in such smooth and human-like conversations? The secret lies in the advanced technology of deep learning, which powers these intelligent virtual assistants to understand and respond to user inputs seamlessly. In ...Discuss·7 likes2Articles1Week
Rahul Dubeydeviloper.in·Jul 20, 2023Mastering MLOps: Model Training, Versioning, and Deployment with AWSIntroduction In the world of Machine Learning Operations (MLOps), model training, versioning, and deployment are critical steps that ensure the successful deployment and management of machine learning models in production environments. Leveraging the...Discuss·1 like·66 readsMLOPsmlops
