Aarushiaaru-codes.hashnode.dev·Jan 18, 2024DevSecOps and why?Hello folks, I hope you are doing great today! Ok, so, as I previously stated, I am a computer science major with a specialisation in DevSecOps. Some of you may be wondering what it is and why you ought to major in it, so today I will answer the what...Discuss·12 likes·28 readsDevops
Mohsen Davarynejadfor∇ The Gradientthegradient.io·Jan 16, 2024PyTorch for image classification - Part 11. Introduction This tutorial shows how to classify images using a pretraining Residual Neural Network (ResNet). Image classification is a supervised learning problem with the objective of training a model that learns the relationship between input f...Discuss·30 likes·223 readspytorch tutorials
Aakash Varmaaakashvarma.hashnode.dev·Jan 15, 2024Speculative SamplingThis article gives an overview of the DeepMind's paper Accelerating Large Language Model Decoding with Speculative Sampling Introduction In Transformer models, sampling is often constrained by memory bandwidth, resulting in the time to generate a tok...DiscussAI
Pius Mutumamutuma.hashnode.dev·Dec 19, 2023Navigating the Complexity of Imbalanced Datasets in Machine LearningData is always dynamic, existing in different forms. Real-world scenarios are continuously changing, thus shifting the data that feeds into machine learning models, leading to what is known as data distribution shifts. These shifts can significantly ...Discussimbalaced datasets
Joleen Bothmajoleenbothma.hashnode.dev·Dec 7, 2023Evaluating Classification Models: Understanding the Confusion Matrix and ROC CurvesOne of the most important aspects of machine learning classification models is evaluating how well they predict the target. For this, it’s essential to have a solid understanding of the confusion matrix and ROC curves. The confusion matrix breaks dow...Discuss·41 readsData Science
Anjali Pantbeinganalyst.hashnode.dev·Oct 28, 2023A valuable dataset can be compromised if it is generated by OpenAI - tarnishing its integrity and reliabilityIn my college semester, I built a Machine Learning Project, where I faced many challenges👩🎓 didn't get the desired features for our datasets inaccurate model evaluation - RMS, MSE, MAE, MAPE, R2 Score, precision, recall, and accuracy Well, I kno...Discuss·1 likeopenai
KARINA KARIRAnaturallanguageprocessing.hashnode.dev·Oct 17, 2023"Filtering the Noise: A Comprehensive Study on Identifying and Categorizing Offensive Language in Social Media"Authors: Karina Karira Simran Lahrani Yashraj Mulwani Under the guidance of our mentor: Mrs.Vidya Zope Introduction Social media has revolutionized communication, enabling individuals to connect and share information like never before. However, ...Discussnatural language processing
Nafs AhmadforZaycodes Publicationzaycodes-1686045136273.hashnode.dev·Jul 31, 2023Churn Prediction: Building a bank customer churn prediction model using machine learningPrerequisite This article serves as a resource for individuals looking to gain insights into churn prediction, machine learning techniques, and their applications in the banking sector. To follow this article, readers should have: Knowledge of Pytho...Discuss·1 like·26 readsMachine Learning
Victor Chabachaba.hashnode.dev·Jul 20, 2023Model Evaluation (Part 3)This article is a part of my 'Practical Model Evaluation' series that I started a few months ago. You can find the links to the first and second parts below. Part 1: The first approach Part 2: Training models with automated machine learning In t...DiscussModel EvaluationModel Evaluation
Victor Chabachaba.hashnode.dev·Jul 11, 2023Model Evaluation (Part 2)This article is a part of my 'Practical Model Evaluation' series that I started a few months ago. You can find the link to the first part below. Part 1: The approach In this article, we're going to be working on classifying roles into job titles b...DiscussModel EvaluationModel Evaluation