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Machine Learning

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Mastering Word Embedding and Word2Vec

Word Embedding and Word2Vec have emerged as powerful techniques for understanding and representing the relationships between words. In this article, we will embark on a journey of exploration and implementation, diving into the world of Word Embedding and Word2Vec. By delving into their fundamentals and practical applications, we will uncover how these techniques revolutionize language …

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GANs in ML : A Comprehensive Guide

In the realm of machine learning, Generative Adversarial Networks (GANs) have emerged as a groundbreaking technique that revolutionises the way we generate and understand data. GANs enable us to generate realistic synthetic samples by pitting two neural networks against each other, resulting in astonishingly impressive outputs. In this blog post, we will dive deep into …

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The Power of Vertex AI Monitoring

Introduction: In today’s data-driven world, organizations are increasingly relying on artificial intelligence (AI) and machine learning (ML) models to extract valuable insights, make informed decisions, and automate processes. However, deploying and maintaining these models at scale can be a complex task. That’s where Vertex AI monitoring comes into play, providing a comprehensive solution to ensure …

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Healenium – Self-healing locator tool for automation test

Currently, we have a lot of tools supporting self-healing locator like Healenium, Mabl, Katalon. Each tool has different solution for self-healing. Today, I’ll share with you the Healenium because it’s an open-source and free which applies AI and machine learning and very easy to integrate with any Selenium-based automation framework. It leverages AI and machine …

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AI and personalization

AI has upended the way we approach website personalization. Personalization has been around for some time allowing customization of the content, design, and overall experience for individual users based on their past behavior, interests, and preferences. While AI can undoubtedly improve website personalization, it is not a foolproof solution. In fact, if not implemented correctly, …

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Benchmark your ML projects

INTRODUCTION Over the last few years, many forward looking organizations deployed Machine Learning applications in their businesses. However, AI/ML technology choices at the time were not mature. This lead to poor quality of implementations resulting in myriad of issues. THE ISSUES Following are some common issues encountered by organizations. Organizations tend to ignore these issues …

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Let AI get your Shrinkage under control

According to the National Retail Federation, shrinkage cost retailers over $61.7 billion in 2019 alone. What is Shrinkage? Simply put, shrinkage is the loss of inventory thus causing retailers to lose money. Yes, it is scary when your hard-earned money walks out of the store without ringing the register. Some of the common types of …

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