Suppose you are a product manager, you want to classify customer reviews in positive and negative classes. Or As a loan manager, you want to identify which loan applicants are safe or risky? As a healthcare analyst, you want to predict which patients can suffer from diabetes disease. All the examples have the same kind…
Deep Learning has revolutionized various industries, leading to the continuous development of new business applications. However, as AI models are growing in complexity, they require significantly more memory and increasingly powerful computing systems to function effectively. Global AI market is projected to reach USD 1.85 trillion by 2030. As AI moves towards edge devices — which often…
Data anomalies in Machine Learning (ML) can pose significant challenges to the accuracy and reliability of models. Detecting and mitigating these anomalies are crucial processes for managing ML models and their applications. Data anomalies can arise from a variety of factors that are essential for data scientists and knowledge workers to handle: Human errors Feature inaccuracy Dataset…
Fine-tuning models have gained momentum with the advent of transfer learning, particularly in natural language processing (NLP). Instead of starting from scratch, practitioners tweak sophisticated models initially developed by tech giants like Google or Microsoft.
Airbnb is built on trust. One key way we maintain trust with our community is by ensuring that personal data is handled with care, in a manner that meets security, privacy, and compliance requirements. Understanding where and what personal data exists is foundational to this. Over the past several years, we’ve built our own data…
In today’s expeditious business environment, leveraging the most sought-after technologies helps startups gain a competitive edge. Artificial intelligence can optimize business processes, streamline operations, and create personalized customer experiences. Custom software development for small businesses plays a pivotal role in integrating such advanced technologies seamlessly However, integrating AI into a startup’s functions can be overwhelming and challenging. This post will dive into…
What Is Computer Vision? How Does AI Computer Vision Work? Applications of Computer Vision Computer Vision for Enterprise Digital Transformation Future Of Computer Vision Planning to build your next Computer Vision-powered software? Read our complete guide on Choosing Software Development Partner to get started. You can also Download Software Development Partner Guide to read it on the go and…
For the past six months, I’ve been working at series A startup Voxel51, a and creator of the open source computer vision toolkit FiftyOne. As a machine learning engineer and developer evangelist, my job is to listen to our open source community and bring them what they need — new features, integrations, tutorials, workshops, you name…
AI (Artificial Intelligence) is the new buzzword, and the world cannot seem to get over it anytime soon. While AI technology has been around for quite some time now, the advent of tools like ChatGPT and Bard has led to a spike in discussions around Artificial Intelligence and Machine Learning. There is a sudden wakefulness…
In today’s digital age, with technical constraints and legal regulations constantly increasing, the need for contextualizing content to personalize ads while ensuring user privacy has never been so important. Moreover, advertisers strive to maintain a positive and trustworthy association between their brand and the content in which their ads are displayed. Thus, categorizing text, images…
