The Research Nest

Medium has published an update on their partner program to include 77 additional countries, including India. The last time they mentioned this, the update got delayed indefinitely. But now, it looks like it's finally happening. I have been writing on Medium since 2017. That's a whopping 8 years ago. Writers from India can finally monetize on Medium. This update is being pushed on a rolling basis to all users. Back in November 2017, I created The Research Nest as an organization that primarily operates as a Medium publication. One of the objectives of it was to establish a brand and distribution on Medium to help monetize young students and writers in the future, when Medium opens its partner program to India. I thought it would be a 2-3 year journey. We are here now after 7.5 years. If you are a writer in STEM, feel free to send your drafts to TRN. How TRN helps you: - Provide distribution via our existing audience, history of content, social media and search results. We often rank in the first page of web searches for the given topics. - I personally curate and promote good content to my broader audience too. - I also help with editing your content and provide feedback and suggestions to refine the work further. To know more about the kind of content we cover, the process to get added as a writer, and to submit your work, just visit the home page of the publication and check out these two articles: 1. Introducing The Research Nest 2.0 2. Write with us You should be able to spot them easily. To find the home page of the publication, you can simply Google search, "The Research Nest" or search it on Medium.

?? Microsoft Devblogs: Similarity Search with FAISS and Azure SQL Summary: FAISS (Facebook AI Similarity Search) is a powerful tool for searching similar items within large datasets. It supports various indexes, including flat indexes, hierarchical navigable small world indexes, and inverted file indexes, which can be used for efficient similarity search and clustering of dense vectors. To use FAISS, you need to load your data and choose an encoding model, such as the pre-trained "all-MiniLM-L6-v2" model from SentenceTransformers. You then create a FAISS index using one of the supported indexes, which can be stored on GPU for faster execution. Once the index is created, you can perform similarity searches by defining a function that encodes the input query, searches the index, and retrieves the top results. This allows you to efficiently search for similar items within your data, making it suitable for applications such as semantic search, recommendation systems, and clustering. Source ??: https://lnkd.in/g9gPu-mu. Curated with ?? via https://lnkd.in/g4cU9w62, aggregating 150+ #tech blogs on a single feed! ? Subscribe to Techflix Daily: https://lnkd.in/grHe5C5f

?? ArXiv AI: Theia: Distilling Diverse Vision Foundation Models for Robot Learning Summary: Researchers have developed a new vision foundation model called Theia to help robots learn from visual inputs. Unlike previous models that focus on specific tasks like classification or segmentation, Theia combines knowledge from multiple vision tasks to create rich and diverse visual representations. These representations can be used in downstream robot learning applications, allowing for better performance with less training data and smaller models. In experiments, Theia outperformed its teacher models and other robot learning models, and the researchers also found that a certain level of "chaos" or high entropy in the model's feature distributions is associated with improved robot learning performance. Source ??: https://lnkd.in/gq3nqQqt Curated with ?? via https://lnkd.in/g4cU9w62, aggregating 150+ #tech blogs on a single feed! ? Subscribe to Techflix Daily: https://lnkd.in/grHe5C5f

?? Kubernetes: 10 Years of Kubernetes Summary: Ten years ago, Kubernetes was born on June 6th, 2014, when its first commit was pushed to GitHub. Since then, it has grown to become one of the largest open-source projects in the world, with over 88,000 contributors from more than 8,000 companies across 44 countries. The project's history began with a convergence of technologies, including Moore's Law and application complexity, which led Google engineers to create a form of isolation in the Linux kernel called containers. Docker popularized containerization, but it was still lacking an open-source container orchestration system, which led to the creation of Kubernetes. Over the years, the project has undergone significant changes, from its early days as a challenging-to-use project to its current state with numerous extension points and custom resource definitions. Today, Kubernetes offers more flexibility than ever before, with support for multiple container runtimes, CSI storage, CNI networking, and more. The community continues to grow and adapt, prioritizing changes that improve user experiences and enhance sustainability. Looking ahead, the project is poised to evolve with the changing world of application development, potentially incorporating AI and distributed computing workloads. Source ??: https://lnkd.in/dhYFkmnH Curated with ?? via https://lnkd.in/g4cU9w62, aggregating 100+ #tech blogs on a single feed! ? Subscribe to Techflix Weekly: https://lnkd.in/grHe5C5f

?? Transformers Demystified: A Leap in AI Technology ?? Discover the revolutionary architecture behind today's most advanced AI models in an accessible, insightful read. Originally introduced in "Attention is All You Need," transformers have redefined our approach to machine learning, making strides towards AI that can think and communicate like humans. This piece breaks down complex concepts into understandable segments - perfect for professionals at any stage of their AI journey. From basic intuition to intricate mechanisms like attention and sequence modeling, get a comprehensive understanding of what makes transformers a cornerstone of modern AI. Why it matters: Understanding the core of transformers could be the key to unlocking next-level innovations in AI. Whether you're a seasoned technologist or a curious newcomer, this knowledge is crucial for anyone looking to navigate the future of tech.

?? Mastering the Post-Interview Follow-Up: A Professional Guide ?? The period after a job interview can be filled with uncertainty. Wondering when and how to follow up? David Alto shares invaluable insights on crafting courteous and effective follow-ups that leave a lasting positive impression. From respecting the hiring process timeline to drafting a polite thank-you email, these tips are designed to enhance your job search strategy. Whether it's maintaining professionalism or continuing your job search, every step is an opportunity to stand out. ?? Dive deeper into the art of follow-up for job success: https://lnkd.in/gVR_FTTe #JobSearch #InterviewTips #CareerDevelopment #ProfessionalNetworking @[TheResearchNest]

?? Unveiling the Mysteries of the Universe with Gravity ?? Gravity, the force that keeps our feet grounded, might be the key to unlocking the secrets of the fifth dimension and beyond. In a fascinating article published in The Research Nest, Nandhini Swaminathan delves deep into how the Large Hadron Collider (LHC) is at the forefront of this groundbreaking research. By challenging our traditional understanding of dimensions and the universe's fundamental forces, this piece sheds light on gravity's role in the grand tapestry of the cosmos. Why does gravity's weakness, compared to other forces, suggest the existence of more dimensions? How is the LHC probing these unseen realms? The exploration offers potential insights into these questions, pushing the boundaries of what we know about the universe. ?? Read on: https://lnkd.in/g529nBr2 #Physics #StringTheory #LargeHadronCollider #TheoreticalPhysics #ScienceInnovation

A beginner-friendly guide to tokens and embeddings in NLP and LLMs by Aditya Vivek Thota. Read here: https://lnkd.in/gJ3p3WJJ #llms #ai #genai

?? Navigating the Complexities of Global Food Security: The Role of Sustainable Agriculture Food security is a fundamental human right facing global challenges. How are rising populations, climate change, and resource scarcity impacting our ability to ensure consistent access to nutritious food? Explore the in-depth analysis in the latest article by David Alto. Innovative Solutions: From sustainable agriculture practices to technological advancements in farming, learn about the transformative solutions shaping the future of food security. What role can GMOs, vertical farming, and precision agriculture play in this global issue? Read More: Dive into the complexities and innovative strategies in our comprehensive article. Discover how sustainable agriculture is key to tackling food insecurity and contributing to a sustainable future. https://lnkd.in/gEDYprk2 #FoodSecurity #SustainableAgriculture #GlobalChallenges #InnovationInFarming #SustainableDevelopmentGoals

Read the latest article on The Research Nest by Armaanjeet Singh Sandhu on the history of computing from the mainframe days to the latest serverless computing trends.