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Top 7 Data Science, Large Language Model, and AI Blogs of 2024

Data Science Dojo

The fields of Data Science, Artificial Intelligence (AI), and Large Language Models (LLMs) continue to evolve at an unprecedented pace. They cover everything from the basics like embeddings and vector databases to the newest breakthroughs in tools.

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How to Build LLM Apps Using Vector Database?

Analytics Vidhya

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

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AI and Graph Databases: Enhancing Data Retrieval

Analytics Vidhya

Introduction In the field of modern data management, two innovative technologies have appeared as game-changers: AI-language models and graph databases. AI language models, shown by new products like OpenAI’s GPT series, have changed the landscape of natural language processing.

Database 290
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Healthcare revolution: Vector databases for patient similarity search and precision diagnosis

Data Science Dojo

Traditional hea l t h c a r e databases struggle to grasp the complex relationships between patients and their clinical histories. Vector databases are revolutionizing healthcare data management. Unlike traditional, table-like structures, they excel at handling the intricate, multi-dimensional nature of patient information.

Database 361
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Top vector databases in market

Data Science Dojo

A vector database is a type of database that stores data as high-dimensional vectors. One way to think about a vector database is as a way of storing and organizing data that is similar to how the human brain stores and organizes memories. Pinecone is a vector database that is designed for machine learning applications.

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The 40-hour LLM application roadmap: Learn to build your own LLM applications from scratch

Data Science Dojo

Large language models (LLMs) are one of the most exciting developments in artificial intelligence. You’ll be able to contribute to the development of this exciting new field of artificial intelligence. That’s where this blog comes in. You’ll be able to gain a competitive edge in your industry.

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Top 10 YouTube videos to learn large language models

Data Science Dojo

Any serious applications of LLMs require an understanding of nuances in how LLMs work, embeddings, vector databases, retrieval augmented generation (RAG), orchestration frameworks, and more. Vector Similarity Search This video explains what vector databases are and how they can be used for vector similarity searches.

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