sadique-adnan
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๐ Guides, papers, lecture, notebooks and resources for prompt engineering
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
The Ultimate FastAPI Tutorial
Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
Free MLOps course from DataTalks.Club
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Code samples for the book "Terraform: Up & Running" by Yevgeniy Brikman
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Unsupervised Pandas - Another blog about data
Prometheus instrumentation library for Python applications
Using MLflow with a Docker Environment
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
Pen and paper exercises in machine learning
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
๐ Awesome lists about all kinds of interesting topics
๐ Sharing machine learning course / lecture notes.
Contains additional materials for two keras.io blog posts.
Graph Neural Network Library for PyTorch