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://sites.google.com/view/raybellwaves/blog/what-data-processing-tool-should-i-use
Google
Ray Bell - What data processing tool should I use?
6/14/2024
TL;DR: Horses for courses
This blog post will be updated as I add new tools. First published: 6/7/2024
158 views
The Art Of Decoding Data Science.
https://www.philschmid.de/sagemaker-train-deploy-llama3
www.philschmid.de
Fine-tune Llama 3 with PyTorch FSDP and Q-Lora on Amazon SageMaker
Train and deploy Llama 3 on Amazon SageMaker using PyTorch FSDP and Q-Lora
155 views
The Art Of Decoding Data Science.
https://www.youtube.com/watch?v=spFsPbDw7Lg&list=PLLm69KFEX6JD4fJ7ge8-WEDw3G4c_nzHs&ab_channel=MLOpsLearners
YouTube
[Book club] Designing Machine Learning Systems: Chapter 1 (@ChipHuyen , O'Reilly 2022)
Our book club will meet weekly, 10-11am PT on Saturday, to share the learnings from Designing Machine Learning Systems (@ChipHuyen). Each week, we'll discuss one chapter. One group will present the learnings and how the topics discussed have changed with…
158 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/rami-krispin_deploy-and-monitor-pipelines-with-gihub-actions-activity-7211032027461033984-MLjR?utm_source=share&utm_medium=member_android
Linkedin
Workshop on data and ML pipelines at AI_Dev | Rami Krispin posted on the topic | LinkedIn
The slides from my workshop about deploying data and ML pipelines on GitHub Actions, Docker, Quarto, and open-source tools at the AI_Dev conference are now available.

The workshop recording will be available in a few weeks.

Code: https://lnkd.in/gtRPj_bh…
135 views
The Art Of Decoding Data Science.
https://forms.gle/2fR5fiLvpc33Pw6t9
114 views
The Art Of Decoding Data Science.
https://github.com/microsoft/generative-ai-for-beginners
GitHub
GitHub - microsoft/generative-ai-for-beginners: 21 Lessons, Get Started Building with Generative AI
21 Lessons, Get Started Building with Generative AI - microsoft/generative-ai-for-beginners
131 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/youssef-hosni-b2960b135_if-you-want-to-study-llms-check-out-this-activity-7216867348215980033-_PM3?utm_source=share&utm_medium=member_android
Linkedin
Youssef Hosni on LinkedIn: If you want to study LLMs check out this series of articles I wrote… | 23 comments
If you want to study LLMs check out this series of articles I wrote recently that covers the landscape of LLMs:

1️⃣ LLM Basics & Architecture
1. Best… | 23 comments on LinkedIn
125 views
The Art Of Decoding Data Science.
https://github.com/mlabonne/llm-course
GitHub
GitHub - mlabonne/llm-course: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. - mlabonne/llm-course
114 views
The Art Of Decoding Data Science.
https://github.com/decodingml/llm-twin-course
GitHub
GitHub - decodingai-magazine/llm-twin-course: 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using…
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴 - decodingai-magazine/llm-twin-course
124 views
The Art Of Decoding Data Science.
https://www.youtube.com/live/aWzvpZfSFLI?feature=shared
YouTube
Fireside Chat #22: From ML to AI Eng, Navigating the Shift to Foundation Models w/ Chip Huyen
Chip Huyen is a writer and computer scientist currently at Voltron Data, working on GPU-native data processing and open data standards (Ibis, Apache Arrow, Substrait). Previously, she built machine learning tools at NVIDIA, Snorkel AI, and Netflix.
In this…
101 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/arpita-gupta-5a05b044_how-to-implement-guardrails-in-llms-for-responsible-activity-7223029981470167040-l87Y?utm_source=share&utm_medium=member_android
Linkedin
Arpita Gupta on LinkedIn: How to implement Guardrails in LLMs for Responsible AI & making them prod… | 55 comments
How to implement Guardrails in LLMs for Responsible AI & making them prod ready ?

I have been talking abt Responsible AI even in earlier blogs re: RED… | 55 comments on LinkedIn
99 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/awasthis_a-post-about-one-of-my-favorite-topics-data-activity-7223322168242114560-vCZn?utm_source=share&utm_medium=member_android
97 views
The Art Of Decoding Data Science.
https://platform.openai.com/docs/guides/fine-tuning/faq
Openai
OpenAI Platform
Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform.
84 views
The Art Of Decoding Data Science.
🚀 Join Data Science Decoding! 🚀Are you passionate about Data Science, Machine Learning, and AI? Do you want to stay ahead of the curve with the latest trends, tips, and tools? Then Data Science Decoding is the community for you!🌟 What We Offer:Expert Insights: Learn from experienced data scientists and industry experts.Resources & Tutorials: Access exclusive content, guides, and tutorials to enhance your skills.Networking: Connect with like-minded professionals and expand your network.Q&A Sessions: Get your questions answered and solve your data science challenges.Job Opportunities: Stay updated with the latest job openings in the field.🔗 Join Us Now: https://t.me/datasciencedecoding Don't miss out on the chance to elevate your data science journey. Whether you're a beginner or a seasoned pro, there's something for everyone. Let's decode data science together!
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The Art Of Decoding Data Science.
Sharing Data Science learning path
91 views
The Art Of Decoding Data Science.
https://newsletter.systemdesign.one/
newsletter.systemdesign.one
The System Design Newsletter | Neo Kim | Substack
Download my AI engineering playbook on newsletter signup for free. Click to read The System Design Newsletter, by Neo Kim, a Substack publication with hundreds of thousands of subscribers.
99 views
The Art Of Decoding Data Science.
https://hamel.dev/blog/posts/course/
Hamel’s Blog
An Open Course on LLMs, Led by Practitioners – Hamel’s Blog
A free survey course on LLMs, taught by practitioners.
105 views
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/florian-h%C3%B6nicke-b902b6aa_icml-icml24-icml2024-ugcPost-7223680339930480641-2_5E?utm_source=share&utm_medium=member_android
Linkedin
Florian Hönicke on LinkedIn: #icml #icml24 #icml2024 | 89 comments
An easy trick to improve your LLM results without fine-tuning.
Many people know "Few-Shot prompting" or "Chain of Thought prompting".
A new (better) method was… | 89 comments on LinkedIn
106 views
The Art Of Decoding Data Science.
https://hasgeek.com/simrathanspal/the-llama3-guide/sub/decoding-llama3-part-1-intro-to-llama3-RCehJkfUH348ryim1x6PLN
Hasgeek
Decoding Llama3: Part 1 - Intro to Llama3
The Announcement On 18th April 2024, Meta introduced pre-trained and instruction-fine-tuned language models with 8B and 70B parameters for a broad range of u…
115 views
The Art Of Decoding Data Science.
http://alidarbehani.com/2024/07/22/challenges-and-best-practices-in-developing-multi-agent-ai-applications
Ali Darbehani
Challenges and Best Practices in Developing Multi-Agent AI Applications
Image source: LLM Multi-Agent Systems: Challenges and Open Problems The development of multi-agent AI applications, especially those leveraging large language models (LLMs), involves navigating num…
115 views
The Art Of Decoding Data Science.
https://vinija.ai/infra/
vinija.ai
Vinija's Notes • ML Infrastructure
Vinija's detailed AI Notes
114 views