Samiksha KolheforTeckbaker's Blogteckbakers.hashnode.dev·Dec 17, 2024Nemo Curator: Solution for Pre-training/Synthetic Data PreparationHello Techies👋! I’m Samiksha. I hope you all are doing amazing stuff. Welcome to another BlogCast About amazing and trending stuff in the market today: The Nemo Curator(The GPU-Accelerated Open Source Framework for Efficient Generative AI Model Data...5 likesGenerative AINemo Curator
Anix Lynchgozeroshot.dev·Dec 9, 2024Create Synthetic Data w/Python libraries (SDV, Gretel Synthetics, DataSynthesizer, dbldatagen, DPSDA, and Plaitpyc)1. Key Libraries and Features LibraryKey FeaturesBest ForExample Output SDVMultivariate, GANs, relational/time-series generation.Testing complex statistical models.synthetic_users.csv with user data stats. DataSynthesizerDifferential privacy;...Gretel
Gabi Dobocantelepat.hashnode.dev·Nov 22, 2024Fishing In Uncertainty: A Synthetic Approach to Genetic Aberration DetectionArxiv: https://arxiv.org/abs/2411.01025v1 PDF: https://arxiv.org/pdf/2411.01025v1.pdf Authors: Roxane Licandro, Sabine Taschner-Mandl, Martin Kampel, Simon Gutwein Published: 2024-11-01 What are the main claims in the paper? Cancer diagnostics rely ...Cancer Diagnostics
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...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...Generative AI (GenAI)
adithya kamathadikmt.hashnode.dev·Jun 21, 2024How to Create Synthetic Data for Large Language ModelsLarge Language Models (LLMs) typically require extensive datasets for both pre-training and fine-tuning. Although using human-curated data is ideal, many online sources for scraping data have implemented protections against such activities once they ...1 like·314 readsllm
Jay Dhobiwebcluesinfotech.hashnode.dev·Mar 7, 2024Creating Realistic Synthetic Data with Generative AIImage Source: Google In the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML), the hunger for high-quality and diverse datasets has become insatiable. As traditional methods of data collection and labeling struggl...58 readsVAEs
Akash Gssgssakash.hashnode.dev·Jan 14, 2024Generative Adversarial Networks [GANs] ExplainedIntroduction In this article, we will be discussing about GANs and how exactly they can help in increasing the amount of data you require for your models thus giving you a bigger sample dataset to test and run your model on which can lead to an incre...29 readsgenerative ai
Ankit Sharmaankitsharma991.hashnode.dev·Jan 2, 2024Analysis of Programming Languages Usage in a Software Development EnvironmentINTRODUCTION In a software development environment, the analysis of programming languages usage is a critical aspect that influences the efficiency, scalability, and maintainability of the developed software. The choice of programming language is oft...36 readsHistogram
Farid Hamidtheanonymousfrog.hashnode.dev·Mar 27, 2023The Art of Data Synthesis: A Closer LookThe moment I first set eyes on the term "Synthetic Data", I had two thoughts; this sounds like something out of an episode of Black Mirror, but this is most definitely about to become my next topical obsession in data science. A dilemma exists in the...130 readsData Science
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