The Art Of Decoding Data Science.
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The Art Of Decoding Data Science.
569 subscribers
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/sebastianraschka_largelanguagemodels-ai-machinelearning-activity-7045781270127144960-v7tl?utm_source=share&utm_medium=member_android
Linkedin
Sebastian Raschka, PhD on LinkedIn: #largelanguagemodels #ai #machinelearning
To understand the limitations of large language models (LLMs), we have to understand the limitations of the underlying evaluation metrics. Today, we areโ€ฆ
129 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/munjal-patel_mlops-llmops-mlengineer-activity-7047185045303738368-tsA0?utm_source=share&utm_medium=member_android
Linkedin
Munjal Patel on LinkedIn: #mlops #llmops #mlengineer #machinelearningengineer #datascientistโ€ฆ | 26 comments
๐Ÿš€ ๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ข๐ง๐  ๐‹๐‹๐Œ๐Ž๐ฉ๐ฌ: ๐“๐ก๐ž ๐…๐ฎ๐ญ๐ฎ๐ซ๐ž ๐จ๐Ÿ ๐Œ๐‹๐Ž๐ฉ๐ฌ ๐Ÿ๐จ๐ซ ๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ!

๐Ÿค” ๐–๐ก๐š๐ญ ๐ข๐ฌ ๐‹๐‹๐Œ๐Ž๐ฉ๐ฌ?
LLMops is aโ€ฆ | 26 comments on LinkedIn
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The Art Of Decoding Data Science.
https://www.linkedin.com/posts/sebastianraschka_ai-deeplearning-largelanguagemodels-activity-7047220983035805696-Add3?utm_source=share&utm_medium=member_android
Linkedin
Sebastian Raschka, PhD on LinkedIn: #ai #deeplearning #largelanguagemodels | 15 comments
LLaMA adapters: a new paper that proposes finetuning large language models (LLMs) like LLaMA with greater efficiency (while matching Alpaca's modelingโ€ฆ | 15 comments on LinkedIn
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The Art Of Decoding Data Science.
https://www.linkedin.com/posts/agrigorev_a-helicopter-view-of-a-machine-learning-project-activity-7047137292171313153-wj7K?utm_source=share&utm_medium=member_android
Linkedin
Alexey Grigorev on LinkedIn: A helicopter view of a machine learning project ๐Ÿ”ฝ

Join a free MLOpsโ€ฆ | 15 comments
A helicopter view of a machine learning project ๐Ÿ”ฝ

Join a free MLOps course to learn how to organize each stage of the ML project!

During the course, you'llโ€ฆ | 15 comments on LinkedIn
81 views
The Art Of Decoding Data Science.
https://medium.com/@jeremyarancio/semantic-search-using-sequence-bert-2116dabecfa3
Medium
Semantic search using Sentence-BERT
With the latest trends in AI pushed by Large Language Models and the success of ChatGPT (OpenAI), businesses have been more and moreโ€ฆ
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The Art Of Decoding Data Science.
https://www.uber.com/blog/research/maximum-relevance-and-minimum-redundancy-feature-selection-methods-for-a-marketing-machine-learning-platform
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The Art Of Decoding Data Science.
https://twitter.com/hippopedoid/status/1641432291149848576?t=ZvODP92zx7jNr0OFQYKcXw&s=35
X (formerly Twitter)
Dmitry Kobak (@hippopedoid) on X
We held a reading group on Transformers (watched videos / read blog posts / studied papers by @giffmana @karpathy @ch402 @amaarora @JayAlammar @srush_nlp et al.), and now I _finally_ roughly understand what attention does.

Here is my take on it. A summaryโ€ฆ
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The Art Of Decoding Data Science.
Good thread to read
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The Art Of Decoding Data Science.
https://twitter.com/sh_reya/status/1641106353971421185?t=B-GhTPvISbJAE1c8tmEQrg&s=35
Twitter
Been working on LLMs in production lately. Here is an initial thoughtdump on LLMOps trends Iโ€™ve observed, compared/contrasted with their MLOps counterparts (no, this thread was not written by chat gpt)
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The Art Of Decoding Data Science.
https://twitter.com/n0mad_0/status/1641150147231981568?t=Qbhsex5rVPr7TG_MXXXDJA&s=35
Twitter
We* are looking for a Student Researcher** to work with us on a project in intersection of modeling/generating speech/audio, NLP, and representation learning.

*AudioLM team @ Google Research (@zalanborsos, @neilzegh, myself and many others!)
**not-last-yearโ€ฆ
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The Art Of Decoding Data Science.
Opportunity
71 views
The Art Of Decoding Data Science.
https://arxiv.org/abs/2303.17564?s=35
arXiv.org
BloombergGPT: A Large Language Model for Finance
The use of NLP in the realm of financial technology is broad and complex, with applications ranging from sentiment analysis and named entity recognition to question answering. Large Language...
70 views
The Art Of Decoding Data Science.
https://github.com/ZrrSkywalker/LLaMA-Adapter?s=35
GitHub
GitHub - ZrrSkywalker/LLaMA-Adapter: Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters - GitHub - ZrrSkywalker/LLaMA-Adapter: Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
73 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/aboniasojasingarayar_llm-gpt3-framework-activity-7047449940192591872-3VYc?utm_source=share&utm_medium=member_android
Linkedin
Abonia Sojasingarayar on LinkedIn: #llm #gpt3 #framework #ai #modelserving #training #deeplearning
๐Ÿ’ฅ ๐‹๐‹๐Œ ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐…๐ซ๐š๐ฆ๐ž๐ฐ๐จ๐ซ๐ค๐ฌ ๐Ÿ’ฅ

โœ… ๐€๐ฅ๐ฉ๐š is a system for training and serving large-scale neural networks. Scaling neural networks toโ€ฆ
66 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/transformpartner_dataarchitecture-lambda-kappa-activity-7047466432762122240-Rf5T?utm_source=share&utm_medium=member_android
Linkedin
Transform Partner on LinkedIn: #dataarchitecture #lambda #kappa #dataandanalytics #datastrategyโ€ฆ
Modern #DataArchitecture: An Overview of #Lambda and #Kappa Architectures
 
In the ever-changing world of #DataAndAnalytics, it can be challenging to assessโ€ฆ
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The Art Of Decoding Data Science.
PYTHON FOR DATA SCIENCE CHEAT SHEET.pdf
3.9 MB
PYTHON FOR DATA SCIENCE CHEAT SHEET.pdf
69 views
The Art Of Decoding Data Science.
https://medium.com/@roiyeho/pytorch-2-0-or-tensorflow-2-10-which-one-is-better-52669cec994/
Medium
PyTorch 2.0 vs. TensorFlow 2.10, which one is better?
PyTorch and TensorFlow are the most popular libraries for deep learning. PyTorch v2.0 was released a few days ago, so I wanted to test itโ€ฆ
71 views
The Art Of Decoding Data Science.
https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/
Stephenwolfram
What Is ChatGPT Doing โ€ฆ and Why Does It Work?
Stephen Wolfram explores the broader picture of what's going on inside ChatGPT and why it produces meaningful text. Discusses models, training neural nets, embeddings, tokens, transformers, language syntax.
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The Art Of Decoding Data Science.
https://www.youtube.com/watch?v=z5WZhCBRDpU
YouTube
CHATGPT won't ever be the same again after this
HUGE ANNOUNCEMENT, CHATGPT+WOLFRAM! You saw it HERE first! Dr. Wolfram is a renowned polymath who has made significant contributions to the fields of physics, computer science, and mathematics.

Pod version: https://podcasters.spotify.com/pod/show/machinโ€ฆ
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The Art Of Decoding Data Science.
https://github.com/twitter/the-algorithm-ml
GitHub
GitHub - twitter/the-algorithm-ml: Source code for Twitter's Recommendation Algorithm
Source code for Twitter's Recommendation Algorithm - twitter/the-algorithm-ml
90 views
The Art Of Decoding Data Science.
https://blog.zenml.io/langchain-slackbot/
www.zenml.io
Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack Support - ZenML Blog
We decided to explore how the emerging technologies around Large Language Models (LLMs) could seamlessly fit into ZenML's MLOps workflows and standards. We created and deployed a Slack bot to provide community support.
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