Explaining Neural Networks! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Explaining-NNs
SOFTWARE
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Neural Networks Fundamentals: Machine Learning Explained
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Framework Design: Self-Implementation as Quality Indicator
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a sign of good design is when your framework gets increasingly written in itself over time
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Build Serverless AI Chat RAG LangChain.js Azure
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Build a serverless AI chat with RAG using LangChain.js This shows how LangChain.js, Ollama with Mistral 7B model and Azure can be used together to build a serverless chatbot that can answer questions using a RAG pipeline https://
techcommunity.microsoft.com/t5/apps-on-azu
re-blog/build-a-serverless-ai-chat-with-rag-using-langchain-js/ba-p/4111041
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Bun Package.json Approach and Claude XML-like Tags Discussion
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(This is a bit facetious, I personally think what Bun is doing with package.json is bad, but think Claude's weird use of XML tags is completely fine – though I'd prefer it if Claude described that as "XML-like tags" rather than XML, personally)
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Bun and Claude reshape JSON and XML handling approaches
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If you were offended by what Bun is doing to JSON, just wait until you see what Claude is doing to XML…
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Vector Databases: Storing High-Dimensional Data Embeddings
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What is a vector databases? A vector database is a database system designed to store and search high-dimensional vector representations of data, such as text embeddings produced by large language models.
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Databricks SQL Warehouses Achieve 12x Better Price Performance
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#DatabricksSQL warehouses provide up to 12x improved price performance over standard interactive clusters. You can now use Databricks Notebooks on SQL Warehouses to write and schedule Git-backed, multi-statement, and parameterized SQL
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Passport.js Authentication Library Impact and Use Cases
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“What has passportjs ever done for you”
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5 ChatGPT Prompts for Students to Boost Studying
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I'm shocked why most students don't use ChatGPT for studying. Here are 5 ChatGPT Prompts for students to know about:
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Synthetic data from large models boost small models to top performance
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Really useful! For a specific task, a synthetic dataset generated from a bigger model can be all you need to bring a smaller model all the way up to its bigger sibling's performance!