The Art Of Decoding Data Science.
@datasciencedecoding
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The Art Of Decoding Data Science.
569 subscribers
The Art Of Decoding Data Science.
https://buff.ly/3WuEQx2
Mlwhiz
Crack ML System Design Interviews Like a Pro - Part 1
Real Stories, Real Strategies: An Interviewer's Guide to What Actually Works
The Art Of Decoding Data Science.
https://www.linkedin.com/posts/raj-abhijit-dandekar-67a33118a_i-received-a-phd-in-machine-learning-from-activity-7295413166170062848-Vd6Q?utm_medium=ios_app&utm_source=social_share_send&utm_campaign=share_via
Linkedin
I received a PhD in Machine Learning from MIT in 2022.
6 months back, I started a project to teach “Hands on Large Language Models”…
I received a PhD in Machine Learning from MIT in 2022.
6 months back, I started a project to teach “Hands on Large Language Models” to students, researchers and industry professionals.
The result is a mega-project with 30 videos covering everything about…
The Art Of Decoding Data Science.
https://youtu.be/24Ow2HnnoRc?si=b-7upb1BXcfVN4LF
YouTube
Insights from Cleric: Building an Autonomous AI SRE // Willem Pienaar // MLOps Podcast #290
Insights from Cleric: Building an Autonomous AI SRE // MLOps Podcast #289 with Willem Pienaar, CTO & Co-Founder of Cleric.
// Abstract
In this MLOps Community Podcast episode, Willem Pienaar, CTO of Cleric, breaks down how they built an autonomous AI SRE…
The Art Of Decoding Data Science.
https://bbycroft.net/llm
bbycroft.net
LLM Visualization
A 3D animated visualization of an LLM with a walkthrough.
The Art Of Decoding Data Science.
https://45500578.fs1.hubspotusercontent-na1.net/hubfs/45500578/collateral/technical-documents/oreilly-tech-guide-principles-and-patterns-for-distributed-application-architecture.pdf?utm_campaign=7580507-guide_o%27reilly_principles_and_patterns&utm_medium=email&_hsenc=p2ANqtz-_aamm0M-znCOD9F4Hq6Uoms8PhwC-Uk7UlI-AfTeqVVxZHQ0eAkOgzsAyi1yiZvM3RV4u9uhJ6c_CKWSqRCyubiPyEUA&_hsmi=345526123&utm_content=345526123&utm_source=hs_automation
The Art Of Decoding Data Science.
https://magedsaeed.github.io/posts/DeepSeek-Presented-Simple/
MagedSaeed
DeepSeek Presented Simple
A mid in-depth technical review on how DeepSeek was developed
The Art Of Decoding Data Science.
https://oss-llmops-stack.com/
The OSS LLMOps Stack
Open Source LLMOps Stack
Introducing the Open Source LLMOps Stack based on LiteLLM and Langfuse which is well-integrated and can be easily self-hosted.
The Art Of Decoding Data Science.
https://colab.research.google.com/drive/1JqKqA1XWeLHvnYAc0wzrR4JBCnq43HyH
Google
Unsloth_Puzzles.ipynb
Colab notebook
The Art Of Decoding Data Science.
https://www.mage.ai/blog/definitive-guide-to-accuracy-precision-recall-for-product-developers
www.mage.ai
Guide to accuracy, precision, and recall – Mage AI Blog
Accuracy tells you how many times the ML model was correct overall. Precision is how good the model is at predicting a specific category. Recall tells you how many times the model was able to detect a specific category.
The Art Of Decoding Data Science.
https://arxiv.org/pdf/2501.09223
The Art Of Decoding Data Science.
https://huggingface.co/reasoning-course
huggingface.co
reasoning-course (Hugging Face Reasoning Course)
Org profile for Hugging Face Reasoning Course on Hugging Face, the AI community building the future.
The Art Of Decoding Data Science.
https://m.youtube.com/watch?v=EWvNQjAaOHw&t=6220s&ab_channel=AndrejKarpathy
YouTube
How I use LLMs
The example-driven, practical walkthrough of Large Language Models and their growing list of related features, as a new entry to my general audience series on LLMs. In this more practical followup, I take you through the many ways I use LLMs in my own life.…
The Art Of Decoding Data Science.
https://m.youtube.com/watch?v=1E8GDR8QXKw
YouTube
Lecture 48: The Ultra Scale Playbook
Speaker: Nouamane Tazi
https://huggingface.co/spaces/nanotron/ultrascale-playbook
(00:00:00): High Level Overview
(00:51:50): Data Parallelism
(1:32:11): Tensor Parallelism
(2:02:58) : Context Parallelism
(2:11:20): Pipeline Parallelism
(2:29:00): Expert…
The Art Of Decoding Data Science.
https://developers.googleblog.com/en/data-science-agent-in-colab-with-gemini/
Googleblog
Google for Developers Blog - News about Web, Mobile, AI and Cloud
Simplify data tasks with the new Data Science Agent, powered by Gemini, and generate functional notebooks, now available in Google Colab.
The Art Of Decoding Data Science.
https://www.linkedin.com/blog/engineering/trust-and-safety/finding-ai-generated-deepfake-faces-in-the-wild
Linkedin
Finding AI-generated (deepfake) faces in the wild
The Art Of Decoding Data Science.
https://www.linkedin.com/blog/engineering/product-design/building-collaborative-prompt-engineering-playgrounds-using-jupyter-notebook
Linkedin
Building collaborative prompt engineering playgrounds using Jupyter Notebook
The Art Of Decoding Data Science.
https://github.com/virattt/ai-hedge-fund?tab=readme-ov-file
GitHub
GitHub - virattt/ai-hedge-fund: An AI Hedge Fund Team
An AI Hedge Fund Team. Contribute to virattt/ai-hedge-fund development by creating an account on GitHub.
The Art Of Decoding Data Science.
https://docs.unsloth.ai/get-started/fine-tuning-guide
unsloth.ai
Fine-tuning LLMs Guide | Unsloth Documentation
Learn all the basics and best practices of fine-tuning. Beginner-friendly.
The Art Of Decoding Data Science.
https://youtu.be/7DaYZHx7mHQ
YouTube
Bex AI Demo: A Secure by Design Tool
Bex AI is a Jira plugin that integrates security into your software development process, helping you design secure applications from the start. It analyzes Jira tasks, provides risk assessments, and suggests actionable security improvements without leaving…
The Art Of Decoding Data Science.
https://youtu.be/bwgIomw3KBM?si=1G9yXEyEAESpxYd6
YouTube
Architecting LLM and RAG systems + Q&A
Part of MLOps with Databricks course by Marvelous MLOps: https://maven.com/marvelousmlops/mlops-with-databricks
Guest lecture by Paul Iusztin + Q&A.
Paul gave a presentation on architecting #LLM & RAG systems and walked through:
- the fundamentals (RAG…
The Art Of Decoding Data Science.
https://mlopsworld.com/foundation-model-training/