Towards Data Science
@TDataScience
A Medium publication sharing concepts, ideas, and codes. Share your insights and projects with our global audience: https://t.co/Mh1ZLme1o4.
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http://towardsdatascience.com/ 20-10-2016 00:24:43
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Building a RAG chain using LangChain Expression Language (LCEL) - Learning the building blocks of LCEL to develop increasingly complex RAG chains by roshan santhosh buff.ly/4cVRwDB
If you need to train a specialized LLM and are looking for a resource-conscious approach, Cameron R. Wolfe, Ph.D. walks us through several options in his latest deep dive, paying special attention to Low-Rank Adaptation (LoRA). buff.ly/49Hfell
'For people who are interested in transitioning to a data science or AI role, find any way to complete a successful data science project.'
Based on his experience prior to joining LinkedIn, Jimmy Wong stresses the importance of hands-on projects. buff.ly/49CNSfY
Gender bias has been a perennial issue in AI systems and LLM outputs. Yennie Jun provides a thorough overview of research into this issue, and discusses 'what it means to 'fix' bias.' buff.ly/3v2qdGI
How well do LLMs perform when conducting numeric evaluations? Aparna Dhinakaran shares findings from her recent experimentations and unpacks some nontrivial issues and limitations to keep in mind. buff.ly/3IpzJa9
In the latest installment of his series exploring Microsoft Fabric workflows, Roger Noble takes a close, hands-on look at feature engineering with Dataflow Gen2. buff.ly/4aVWzCk
Exploring causality in Python. Difference-in-differences by Łukasz Szubelak buff.ly/4d0GFs6
How to Grow Your Career Without Feeling Stuck - Whether you are just starting up or aspiring to make another leap ensure that you are ready and your boss knows that by Aliaksei Mikhailiuk,PhD buff.ly/3W2mvb6
Learn about the structure of LangChain pipelines, callbacks, how to create custom callbacks and integrate them into your pipelines for improved monitoring - by roshan santhosh buff.ly/3W3OmaZ
'As AI technology progresses such is the expectation to adopt it and build smarter AI-driven products and we as AI-experts hold the responsibility in supporting it across the organization.'
My latest post on Towards Data Science
towardsdatascience.com/the-role-of-da…