Gabi DobocanforTelepatblog.telepat.io·Nov 20, 2024Simplifying Progressive Generalization Risk Reduction for Causal Effect EstimationImagine you are embarking on a journey into the complex world of predicting the effects of actions without having a perfect "what if" scenario at hand. This blog post breaks down a dense piece of research from the University of Queensland that propos...DiscussCausal Effect Estimation
Jiyajiyajha.hashnode.dev·Jun 4, 2024Navigating the Evolution: Comprehensive Insights into the Data Collection and Labeling Market DynamicsIn order for the machine learning model to produce accurate predictions, data labeling entails first identifying the raw data (such as pictures, text files, and videos) and then adding one or more labels to it to explain its context for the models. T...Discuss#Internal
Infolksinfolks.hashnode.dev·Jun 3, 2024Unavoidable Role of Data Labeling Across Different IndustriesIn the world of AI and machine learning, data labeling is essential across many industries. From improving medical diagnoses to enhancing self-driving cars and chatbots, accurately labeled data is crucial for effective AI. This blog explores the vita...Discuss#AIforRetail
Juan Carlos Olamendyjuancolamendy.hashnode.dev·May 31, 2024Real-World ML: Effective Labeling Strategies for Machine LearningHave you ever struggled with the time-consuming and resource-intensive task of labeling data for your machine learning projects? You're not alone. Many practitioners find themselves stuck in the labeling bottleneck, hindering the development of accur...DiscussMachine Learning
Infolksinfolks.hashnode.dev·Apr 23, 2024The Role of Data Labeling for Autonomous VehiclesEven the most skilled human drivers sometimes struggle to navigate the complexities of the road. Then how can a driverless vehicle run on the road? How do they reach their destinations safely? Autonomous vehicles rely on AI algorithms that enable the...DiscussInfolks
Infolksinfolks.hashnode.dev·Mar 22, 2024AI for Social Good: How It Can Be Used to Tackle Global ChallengesArtificial intelligence is now being used in various sectors, and one new trend is its application for social good. While AI isn't a complete solution for the world's toughest social and environmental problems, it can provide tools to address pressin...Discuss#AIforSocialGood
Infolksinfolks.hashnode.dev·Mar 15, 2024A Closer Look at Explainable AI (XAI)Artificial Intelligence (AI) has been making big strides lately, showing promise across various fields. However, one big challenge we face, especially in machine learning, is making AI understandable. New techniques like deep neural networks have mad...Discuss·7 likesTransparentAI
Infolksinfolks.hashnode.dev·Jan 19, 2024The Data Labeling ProcessData labeling is like adding tags or stickers to pictures, texts, or videos so that computer programs can learn from them. These tags highlight important things in the data, such as finding a cat in a photo, understanding spoken words, or detecting a...Discuss·34 readsdata labeling
Infolksinfolks.hashnode.dev·Dec 18, 2023Data Labeling: The BasicsComputer vision, AI, and ML models face constraints when dealing with raw data. Upon labeling data, such as images, videos, text, and audio, an algorithmic model begins comprehending its visual inputs, enabling it to undergo training and learning fro...Discuss·31 readsdata labeling
TaskUstaskus.hashnode.dev·Nov 7, 2023How Data Labeling WorksWith the explosive growth in Artificial Intelligence (AI) and Machine Learning (ML), one term that commonly floats around boardrooms, tech conferences, and academic journals is data labeling. This isn't just technical jargon; it's the crucial cog tha...DiscussMachine Learning
