The dataset is here: https://
huggingface.co/datasets/Huggi
ngFaceTB/finemath
…!
CODE
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HuggingFace Releases FineMath Dataset for AI Models
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Chollet launches consulting profile on Params platform
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I started a profile on Params, where you can book a consulting call with me to chat about recommender system plans: https://
params.com/@fchollet Params is a platform for open-source devs to publish project templates — project users can then book calls with template authors. -
Effective prompts for summarizing technical content with open models
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Does anyone have good examples of prompts for summarising technical content? Looking at something that works w/ open models Trying something fun!
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KerasHub Generative Models Now JAX-Based with TPU Support
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All of the generative models on KerasHub run on JAX and are TPU compatible, with model parallelism built-in, so check it out
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Master SQL Analytics and BI with Databricks Training
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Ready to expand your skill set for the new year? Upskill on SQL analytics and BI in this three-part training. You'll learn how to:
– Use Databricks SQL for exploratory data analysis
– Leverage Delta Lake for data exploration and manipulation
– Use Databricks AI/BI Dashboards -

Python and Machine Learning Roadmap to AI Mastery
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Learn Python and Machine Learning: Your ultimate roadmap to AI mastery! Core Areas: Python Basics: Data types, loops, functions. Libraries: NumPy, Pandas, TensorFlow, Scikit-learn. ML Algorithms: Linear regression, SVM, K-means. Deep Learning: CNNs, RNNs, GANs.
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Fine-tuning LLMs for RAG: Advanced Techniques
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Good morning! In this week's iteration, let’s dive into fine-tuning LLMs for RAG! https://
open.substack.com/pub/louisbouch
ard/p/fine-tuning-llms-for-rag?r=25qlky&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
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Advanced LLM Developer Course: Master Real-World AI Skills
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Become an Advanced LLM Developer! Enroll Now https://
tinyurl.com/5n95ucwa The future of AI development is here, and it's yours to shape! Master the skills to build, deploy, and manage real-world LLM products through hands-on projects and expert guidance. What You'll -

TPU v5 Colab: JAX Keras ModelParallel for Full Core Utilization
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TPU v5 in Colab! Best way to make full use of all the cores: JAX + Keras + keras.distribution.ModelParallel API
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Mathematical Theory of Deep Learning: PDF Download and Book Reference
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Mathematical Theory of #DeepLearning [download 267-page PDF]: http://
arxiv.org/abs/2407.18384
+ +
See also this book: http://
amzn.to/3BqaW5e
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#AI #DataScience #ML #MachineLearning #Calculus #DataScientist #Mathematics #Algorithms