Parastech-essentials.hashnode.dev·Dec 17, 2024Generative AI in Data ScienceIntroduction Generative AI has emerged as a transformative force within the field of data science, offering innovative solutions for data generation, augmentation, and advanced analytics. As organizations increasingly rely on data-driven insights, th...AI
Gabi Dobocanblog.telepat.io·Nov 22, 2024Augmenting Sentiment Analysis with Code-Mixed Data Using AIIntroduction In multilingual societies, it's common for people to blend languages when they speak or write. This phenomenon, known as code-mixing, poses a challenge for natural language processing (NLP), as there often isn't enough data to accurately...Code-Mixing
Henry Marco henrymarcodata-augmentation-services.hashnode.dev·Oct 18, 2024The Essential Guide to Data Augmentation: Tips for Enhancing Your Data ManagementHey! Are you confident that your data is driving your business decisions effectively? Nowadays, data is the cornerstone of strategic initiatives, the quality and comprehensiveness of your data can significantly influence your success. If your data i...data base
Shreyas Ladheclouddevopsfornewbies.hashnode.dev·Sep 21, 2024My Deep Dive into Deep Learning: A Recap of the NVIDIA DLI Fundamentals of Deep Learning CourseI recently had the opportunity to attend the NVIDIA Deep Learning Institute (DLI) event hosted by Indian Institute of Information Technology Vadodara (IIITV), where I completed the Fundamentals of Deep Learning course. As someone passionate about bot...NVIDIA
Venkat Rvenkatr.hashnode.dev·Jul 27, 2024Learning from Less Data and Building Smaller ModelsLearning from Less Data: Techniques and Applications Introduction In the age of big data, machine learning models typically need large datasets to perform well. However, gathering and labeling vast amounts of data can be tough and costly. Data-effici...Active Learning
Juan Carlos Olamendyjuancolamendy.hashnode.dev·Dec 5, 2023How to Tackle Unbalanced Data with SMOTE: A Comprehensive GuideIntroduction Have you ever faced the challenge of training a machine learning model with imbalanced data? If so, you know the struggle of achieving accuracy across different classes. This tutorial dives into the Synthetic Minority Oversampling Techni...Machine Learning
Mehdi Mehrimehdialimehri.hashnode.dev·Oct 2, 2023Introduction: Enhancing Brain Tumor Image Classification Using Deep Learning and Image Augmentation TechniquesThis 4 parts series of articles excluding the introduction, will go through the development of my proposed system for cerebral tumor classification which I worked on for my master's degree. For my final year, I wanted to work on a big project that wo...26 readsEnhancing Brain Tumor Image Classification Using Deep LearningDeep Learning
