Amit Agarwal’s Post

📣 New Blog Alert! 📣 In case you missed it, Alex is back with another #GenAI blog, looking at the top four vector database options for your #LLM projects, based on differing needs and preferences. Read more here: https://hubs.la/Q02btjT70 #DataScience #MachineLearning

🔎 Interested in maximizing the power of #LargeLanguageModels for your business? Look no further! Check out this insightful blog by Gabriel Preda, where he explores 3 popular approaches to leveraging LLMs and provides a fantastic example of #RAG implementation. 📚 The blog delves into the concept of #RetrievalAugmentedGeneration, which combines the capabilities of LLMs, task chaining, and vector databases. It's a fascinating read for anyone looking to harness cutting-edge techniques in #DataScience and drive impactful results. ✅ Don't miss out on this valuable resource! Read the blog here: https://okt.to/LhjKRU #DataDriven #DataScience #LLMs #RetrievalAugmentedGeneration #VectorDatabases #Taskchaining

🌟 Excited to share a new blog post on data-stream classification and extreme verification latency. The post delves into the challenge of recognizing and reacting to change in non-stationary data-streams when true class labels are not readily available. The study explores the effectiveness of using an evolving, population-based approach to adapt to underlying changes in the data-stream. If you're interested in this cutting-edge research, check out the full post here: https://bit.ly/4aBg6IN [cs.NE] 📊 #DataScience #MachineLearning #DataAnalytics

6 must-know types of clustering algorithms in a single frame. . . Centroid-based is the most common class of clustering. Yet, there's a whole world of algorithms beyond that, which we all should be aware of. -- 👉 Get a Free Data Science PDF (550+ pages) with 320+ posts by subscribing to my daily newsletter today: https://bit.ly/DailyDS. -- 👉 Over to you: What other clustering algorithms will you include here? #datascience #machinelearning .

Discover the versatility of DataCite #DOIs! We're not just about data. Explore how we support DOIs for samples, texts, images, and more in the latest blog post from Kelly Stathis. 👇 https://lnkd.in/ePH7kPS6 #OpenResearch #OpenScience #PIDs #WeLoveMetadata

Get a quick overview of vectors, vector search, and why #Couchbase is an ideal database platform for building AI-powered adaptive applications in this video 📲⚡️ → https://bit.ly/3V3mjIe

🚀 Exciting News! Just published a new blog post on "Xorbits: Automating Operator Tiling for Distributed Data Science". Discover how Xorbits, a high-performance, scalable data science framework, empowers data scientists to process large-scale workloads across clusters with ease. See how it achieves an impressive 2.66* speedup on average compared to the fastest state-of-the-art solutions. Explore the full post at arXiv.org: https://bit.ly/3S34ZB9 #DataScience #BigData #DistributedComputing

If you're into #LargeLanguageModels and want to unleash their full potential in business, you gotta check out this blog by Gabriel Preda. He breaks down 3 popular ways to use them and drops a great example of #RAG implementation. https://okt.to/f57tK8 #DataDriven #DataScience #LLMs #RetrievalAugmentedGeneration #VectorDatabases #Taskchaining