The Virtual Feature Store 🔮 Featureform allows data scientists to define, manage, and serve machine learning features across their organization.
SF
Joined February 2021
- Tweets462
- Following28
- Followers335
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FeatureformML retweeted
Feature engineering at scale is hard but not if you use ClickHouse and @FeatureformML. We train a fraud detection model, using ClickHouse to transform and manipulate data at scale and FeatureForm to handle data versioning and model serving.
clickhou.se/3U1ssng
FeatureformML retweeted
Hey everyone! I am SUPER excited to publish our 74th Weaviate Podcast featuring Simba Khadder (@simba_khadder), the CEO and Co-Founder of Featureform (@FeatureformML)!! 🎉
Simba is one of the world's experts on building distributed recommendation systems at massive scale! Simba has brought that expertise into the Featureform virtual feature store, which is packed with exciting technologies!
At a high-level, "feature stores" handle the orchestration of the inputs / features given to machine learning models! There are so many interesting parts to this such as handling the continuous MLOps of data, training, deployment, and monitoring -- as well as system synchronization such as Kafka + Snowflake + S3 + @weaviate_io! ♻️🚀
Simba also presented some really interesting insights on how feature engineering works into the RAG picture! I learned so much from this conversation and I hope you enjoy the podcast!
youtube.com/watch?v=fNL_fodH…
FeatureformML retweeted
.@CMUDB ML⇄DB Seminar Series Video #5 — @simba_khadder (CEO)
@FeatureformML: Feature Store Architectures & Technical Challenges
youtube.com/watch?v=ZsWa6XiB…
FeatureformML retweeted
Aligning engineering work with business strategies is what matters most when building and operating internal #ML platforms.
How to make that connection?
FeatureformML retweeted
→ Virtual: falls between literal and physical types, computes features at query time, offering flexibility and real-time access.
Choose the feature store that aligns with your specific project needs.
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h/t to @BazeleyMikiko from @FeatureformML for the insight.
FeatureformML retweeted
Links to the full episode:
- Youtube: buff.ly/3ODgFIa
- Spotify: buff.ly/3P1Gq64
- Apple Podcasts: buff.ly/3QDgHSV
FeatureformML retweeted
Join us on August 17th with a talented line up of MLOps experts in SF: @BazeleyMikiko, @ShreyaR, @biankaroy_ , @effyyzhang, @alexandraj777, @DataCereal.
Thks to our sponsor @FeatureformML and local champs @anshuman_01_ and @RahulParundekar!
go.mlops.community/pYcZXC
FeatureformML retweeted
SkyDeck & Cal Hacks recently co-hosted the epic UC Berkeley AI LLM Hackathon! Read @chontang's (Berkeley SkyDeck Fund) take on the impact here: medium.com/@berkeleyskydeck_…
@msft4startups @llama_index @mindshub @pinecone @sequoia @lightspeedvp @MayfieldFund @FeatureformML
FeatureformML retweeted
An amazing weekend at @CalHacks learning from @OpenAI @pinecone @llama_index @langchain @hume_ai @FeatureformML and @lmsysorg! Thank you CalHacks for bringing together a learning community of builders excited about AI! #GoBears – at Berkeley, CA
FeatureformML retweeted
first ever @UCBerkeley AI Hackathon by @SkyDeck_Cal @CalHacks this weekend created some amazing solutions that will go forward as startups - thx @msft4startups @OpenAI @langchain @llama_index @mindshub @pinecone @sequoia @lightspeedvp @mayfieldfund @FeatureformML + more👇👏 🚀
FeatureformML retweeted
Calling all tech enthusiasts to join us for the UC Berkeley AI Hackathon Awards Ceremony on June 18th! Get your tickets here now! lnkd.in/gX4amr3n
@msft4startups @langchain @llama_index @mindshub @pinecone @sequoia @lightspeedvp @mayfieldfund @FeatureformML
FeatureformML retweeted
Calling all college students and young alumni who are passionate about AI to join UC Berkeley AI Hackathon on June 17-18! Apply HERE today! ai.calhacks.io/
@msft4startups @langchain @llama_index @mindshub @pinecone @sequoia @lightspeedvp @mayfieldfund @FeatureformML
FeatureformML retweeted
Apply for UC Berkeley AI Hackathon today! ai.calhacks.io/
@UCBerkeleyAI/LLM hackathon featuring @OpenAI:
- $200k investment
- 1k+ hackers Partners:
@msft4startups @langchain @llama_index @mindshub @pinecone @sequoia @lightspeedvp @mayfieldfund @FeatureformML
FeatureformML retweeted
I'm super excited to announce - the best hackathon ever?!
@UCBerkeley AI/LLM hackathon featuring @OpenAI:
- $200k investment
- 1k+ hackers
Partners:
@msft4startups @langchain @llama_index @mindshub @pinecone @sequoia @lightspeedvp @mayfieldfund @FeatureformML
What? Why?
FeatureformML retweeted
Exciting announcement from @chontang! 🚀
1️⃣ Launching the best hackathon ever at @UCBerkeley, featuring @OpenAI
2️⃣ $200k investment and 1k+ hackers participating
3️⃣ Partners include @msft4startups, @langchain, @llama_index, @mindshub, @pinecone, @sequoia, @lightspeedvp, @mayfieldfund, @FeatureformML
Stay tuned for more details! #Hackathon #AI #LLM
FeatureformML retweeted
emphasizing the importance of workflow solutions and providing data scientists with the right tools.
Simba also highlighted the significance of #featurestores in managing and versioning machine learning model features, integrating them into MLOps.
FeatureformML retweeted
The next meetup is happening on May 30th at Microsoft Reactor. RSVP here: meetup.com/mlops-community/e…
FeatureformML retweeted
This state of things was already poor even before the hype
xitter.cf/semanticbeeng/status/1…
But +1
"Historically these systems have been built as proofs-of-concept (POCs) or minimum viable products (#MVP-s)"
(#ML applications) ≫ (experimental #DataScience)
#MachineLearningEngineering using #FeatureStore for reproducible #FeatureEngineering
Beyond #MLOps & "data pipelines"
