Snowflake Developers
Snowflake Developers
  • Видео 556
  • Просмотров 1 453 920
Migrating ML Workloads From Spark ML To Snowpark ML
Learn how to migrate machine learning workloads from Spark ML to Snowpark ML. Discover the innovative strategies and benefits of transitioning your PySpark ML pipelines into Snowpark. Through use cases and a customer's firsthand journey, this session unveils how Snowpark elevates performance, outstripping traditional Spark implementations in efficiency and speed. Learn why and how Snowflake dramatically boosts processing capabilities, achieving up to 4 times faster outcomes.
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Просмотров: 102

Видео

Configure, Measure, And Optimize Hybrid Tables
Просмотров 20922 часа назад
This session walks through the key use cases for Hybrid Tables and discusses some real-world challenges, including how to address low latency requirements through its support of indexes, constraints, and row-level locking. It also explores how to ensure performance for hybrid transactional/analytical workloads and covers data modeling considerations, query optimization, and query profiling tech...
Distributed Hyperparameter Tuning With Snowpark ML
Просмотров 1182 часа назад
Hyperparameter tuning has never been faster or easier than with Snowpark ML. This session features a live demo by a Snowpark ML developer and AI/ML architect that dives into how Snowflake gives data scientists the ability to distribute and train multiple models in parallel to find the optimal hyperparameters. Subscribe for more! www.snowflake.com/YTsubscribe/ Explore sample code, download tools...
Snowflake Connector For Kafka: Configuration, Optimization, Monitoring, And Error Handling
Просмотров 3332 часа назад
The Snowflake Connector for Kafka can handle enormous volumes of data in a very economical and performant way. This session starts with a demo on to generate and ingest terabytes per hour from Kafka using Amazon Web Services and Snowflake and provides a demonstration of best practices in the setup and configuration of the Snowflake Connector for Kafka for the best latency, query performance, an...
Snowpark Container Services And Bio LLMs For Accelerating Drug Discovery
Просмотров 2214 часа назад
Generative AI is accelerating our ability to understand all aspects of drug discovery, including predicting the 3D structures of proteins. This session explores how to run the protein-folding model from BioNeMo using NVIDIA and enterprise-grade data in Snowflake with Snowpark Container Services. The session also explores how to leverage custom protein-embedding models to perform similarity sear...
Under The Hood: Snowflake Hybrid Tables
Просмотров 5924 часа назад
Dive into the architecture of Hybrid Tables, the new flagship feature powering Unistore workloads. This video covers how the Hybrid Table storage architecture delivers the performance and reliability your applications require. It also reveals how Hybrid Tables are integrated into the Snowflake platform to simplify building hybrid workload applications on Snowflake. Subscribe for more! www.snowf...
Goldman Sachs's Lakehouse With Iceberg And Snowflake
Просмотров 1,1 тыс.12 часов назад
Access to environmental, social, and governance (ESG) data and analytics is critical to several of Goldman Sachs’s businesses. To build simpler and faster ESG data pipelines, modernize an enterprise ESG data platform across the organization, and drive adoption across downstream consumers, Goldman Sachs leverages Legend, an open source data modeling paradigm, and Snowflake to create an internal ...
From Spark To Snowpark At Booking.com
Просмотров 34512 часов назад
Booking.com has been dealing with big data since the dawn of the computer era, and the company's answer in the data and ML community has always been simply Apache Spark. While Spark offers many benefits, it also has significant drawbacks, most notably, reliability and a steep learning curve considering performance optimization. Booking.com adopted Snowpark extensively for the fast, reliable wor...
Mutual Of Omaha Builds A Call Center Application With Unistore
Просмотров 15314 часов назад
Mutual of Omaha is building its call center and sales applications on Snowflake. Learn how Mutual was able to use hybrid tables to increase concurrency by 15 times and reduce latency by 20 times to exceed performance and scale requirements of these applications. In this session, the presenters also show how Mutual's applications seamlessly combine data from standard tables, hybrid tables, and f...
Managing ML Models From Iteration To Production With MLOps In Snowflake
Просмотров 29714 часов назад
Quick iteration with models running in production is the key to success. Snowflake’s Model Registry and MLOps features turn this process into a robust workflow for pushing models from development to production. This video shows how Snowflake can be used to manage lifecycle, access, and inferences of models. Subscribe for more! www.snowflake.com/YTsubscribe/ Explore sample code, download tools, ...
Demo Dare Live Finale 2024
Просмотров 15516 часов назад
Tune in to watch this recording of the Demo Dare 2024 finale held during Dev Day at Snowflake Summit 2024 to find out which of the three finalists walked away with the hour glass prize signed by Snowflake's founders. During this event, the three finalists Keith Maxwell of Airbyte, Josh Hall of Coalesce, and Andrew Evans of phData had to give five-minute product demos before a panel of three jud...
Startup Venture Capital Panel For Developers
Просмотров 16816 часов назад
In a fiercely competitive fundraising market, a well-defined data strategy provides a crucial signal to venture capitalists looking to invest in early stage startups. But what technical elements are investors looking for that will complement the business opportunity? Gain insight from a panel of leading venture capitalists as they discuss how to prepare for conversations with investors. Discove...
Building A RAG Model For Scaling Marketing, Documentation, And Innovation
Просмотров 32816 часов назад
Building A RAG Model For Scaling Marketing, Documentation, And Innovation
Create An LLM-Generated Data Catalog Using Data Crawler
Просмотров 57519 часов назад
Create An LLM-Generated Data Catalog Using Data Crawler
Using Snowpark Migration Accelerator to Convert Spark Code to Snowpark: Conversion Demo
Просмотров 15019 часов назад
Using Snowpark Migration Accelerator to Convert Spark Code to Snowpark: Conversion Demo
Getting Started With Data Engineering Using Snowflake Notebooks
Просмотров 72319 часов назад
Getting Started With Data Engineering Using Snowflake Notebooks
Honeydew Semantic Layer: Enhancing Integration And User Experience With Snowflake Native Apps
Просмотров 22421 час назад
Honeydew Semantic Layer: Enhancing Integration And User Experience With Snowflake Native Apps
Aimpoint Digital's Anxiety-Free Guide To Deploying Snowflake Native Apps
Просмотров 313День назад
Aimpoint Digital's Anxiety-Free Guide To Deploying Snowflake Native Apps
Jeff Hollan On Juicy Innovations And What’s Cooking At Snowflake
Просмотров 529День назад
Jeff Hollan On Juicy Innovations And What’s Cooking At Snowflake
Snowflake Arctic: Efficient, Customizable, And Secure Enterprise AI
Просмотров 452День назад
Snowflake Arctic: Efficient, Customizable, And Secure Enterprise AI
Document Q&A At Siemens Energy: Chatbots By Snowflake Cortex AI
Просмотров 963День назад
Document Q&A At Siemens Energy: Chatbots By Snowflake Cortex AI
Coda And Snowflake: Engineering the Ultimate RAG Platform
Просмотров 72014 дней назад
Coda And Snowflake: Engineering the Ultimate RAG Platform
The Winner Of The 2024 Startup Challenge Announced During Finale Event at Dev Day
Просмотров 27314 дней назад
The Winner Of The 2024 Startup Challenge Announced During Finale Event at Dev Day
Lukas Biewald On Productionizing Gen AI Models And Lessons From The World's Best ML Teams
Просмотров 20014 дней назад
Lukas Biewald On Productionizing Gen AI Models And Lessons From The World's Best ML Teams
Richard Socher On The Future Of Trust In LLMs
Просмотров 28414 дней назад
Richard Socher On The Future Of Trust In LLMs
Using Snowpark Migration Accelerator To Convert Spark Code To Snowpark
Просмотров 26314 дней назад
Using Snowpark Migration Accelerator To Convert Spark Code To Snowpark
Kari Briski On Overcoming The Complexities Of Deploying Generative AI
Просмотров 30714 дней назад
Kari Briski On Overcoming The Complexities Of Deploying Generative AI
Christine McLeavey On The Breakthroughs And Challenges Paving The Way For Voice Mode In ChatGPT
Просмотров 15414 дней назад
Christine McLeavey On The Breakthroughs And Challenges Paving The Way For Voice Mode In ChatGPT
Using Snowpark ML To Predict The Euro 2024 Winners
Просмотров 46414 дней назад
Using Snowpark ML To Predict The Euro 2024 Winners
Lightning-Fast Query Speeds with Hybrid Tables at Tenable
Просмотров 65314 дней назад
Lightning-Fast Query Speeds with Hybrid Tables at Tenable

Комментарии

  • @mrdahenry
    @mrdahenry 25 минут назад

    I have been unable create an index on a single column with out it hitting the size limitation. Do you have any advice?

  • @SauravKumar-lf5ve
    @SauravKumar-lf5ve 52 минуты назад

    What a talk, Aileen :) Although I didn't find the solution for my problem that I am looking for. But I watched the complete video as you keep me intact with your intriguing talk!!

  • @aldredd
    @aldredd 10 часов назад

    Interesting video - any news on Azure availability?

  • @AlvinaBernstrom
    @AlvinaBernstrom 19 часов назад

    In trading, possessing technical analysis skills is not sufficient on its own, discipline and emotional maturity play crucial roles in achieving success,thanks to .... tomas calez antonio

    • @ArnouxMare
      @ArnouxMare 19 часов назад

      good read , thanks for the recommend

  • @alisabenesova8911
    @alisabenesova8911 21 час назад

    What you mean by Application Tier?

  • @RonaldoLarion
    @RonaldoLarion 22 часа назад

    Hi this is great. Having the notebook in Snowflake. However, I tried to run a simple fget_object from minio package, and got an error. Same code that runs fine in jupyter notebook.

  • @silentwater79
    @silentwater79 День назад

    Sounds like a lot of Marketing Bullshit.

  • @nilkanthkakade9065
    @nilkanthkakade9065 День назад

    hooks i need to understand

  • @RogerYeahmon
    @RogerYeahmon 2 дня назад

    too long, who has time to sit through all this..

  • @RogerYeahmon
    @RogerYeahmon 2 дня назад

    placing a lot of trust in your AI summariser - assuming it will always produce the correct results.. (it won't)

  • @hallkbrdz
    @hallkbrdz 2 дня назад

    Thanks for this information. It's always good to get an understanding about what is going on "under the hood".

  • @confushiarch3421
    @confushiarch3421 2 дня назад

    this is stupid! non of the fucking above! C# and typescript SQL is something you suffer through... python is something you avoid... javascript is just a poor substitute for C#

  • @danielberta6538
    @danielberta6538 2 дня назад

    Matlab🗿

  • @snooks5607
    @snooks5607 2 дня назад

    ok I'll say it, SQL is not a programming language. even though it's modern incarnation can be bastardized to be turing-complete but so can HTML+CSS and for that matter Magic The Gathering card game and MS PowerPoint animations are also turing-complete, TC is not a good measure of defining something as a programming language.

    • @artembaguinski9683
      @artembaguinski9683 2 дня назад

      the question is "what's your favorite language". L in SQL stands for "Language". It's as appropriate an answer as Spanish.

    • @snooks5607
      @snooks5607 2 дня назад

      @@artembaguinski9683 fair enough I guess, although they didn't include spanish on the screen counter and it seemed to be treated as invalid joke answer

  • @zool201975
    @zool201975 2 дня назад

    so that is why it is called the snowflake dev day! I was wondering till the languages they chose.

  • @PERCYxyz
    @PERCYxyz 2 дня назад

    Is it really valid to compare SQL with Java or Python? Apples and pears.

    • @artembaguinski9683
      @artembaguinski9683 2 дня назад

      Snowflake Cortex supports both SQL and Python for interacting with its large language models and other AI functions. Snowflake itself is primarily written in Java (and C++).

  • @Jacky99_
    @Jacky99_ 2 дня назад

    Sql? How?

  • @akimsmiley7325
    @akimsmiley7325 3 дня назад

    Thank you Jeremiah for putting this video together as a follow-up to the Data Cloud Summit session, "Accelerate Ideas into Production with Snowflake DevOps Capabilities", to showcase the Data Engineering features curated in the Snowflake Notebook Quickstart! I appreciate you!

  • @nzrjsn
    @nzrjsn 4 дня назад

    Several of the function names in Snowflake have changed and you will need to update these to make this project work: 1) change "embed_text()" to "embed_text_768()". 2) change "vector_cosine_distance()" to "vector_cosine_similarity()". Optional: You can also update to a newer LLM in the snowflake.cortex.complete() function. For example, "llama3-70b" or "mistral-large".

  • @pyotrberia9741
    @pyotrberia9741 5 дней назад

    I know Python but I would never admit it in public. I am not a nerd. Really! I am not.

  • @vasipalle
    @vasipalle 5 дней назад

    my favourite language is english

  • @parthasri3412
    @parthasri3412 5 дней назад

    speaker not clear

    • @user-ps3gr3ed1z
      @user-ps3gr3ed1z 5 дней назад

      i disagree - i thought they enunciated well. perhaps closed captions may be helpful for you. cheers.

  • @duyduy5595
    @duyduy5595 5 дней назад

    how to deploy?

  • @aleksandrutoader
    @aleksandrutoader 6 дней назад

    I like this company but please post more. I liked it )))

  • @ajaie9981
    @ajaie9981 6 дней назад

    It is of no use for me because of trisecret secure and rekeying

  • @capsaicin938
    @capsaicin938 6 дней назад

    i thought we were talking about human languages 😭

  • @BiosRiosCS0
    @BiosRiosCS0 6 дней назад

    For now you got 11 teams correct. :D, love the model btw

  • @emanueol
    @emanueol 6 дней назад

    Great demo 👍 1. whats table size limit to train/infer/predict? I imagine Snowflake behind the scenes splits table rows and computes distributes to learn and to predict? Probably there's no hard limit in table size, but a doft limit to train multiple batches of rows, and repeat till full table trained right? Regarding prediction I suppose compute threads pick/predict row by row basis? or it depends on model type with some able to work in batches of rows? 2. finally you mentioned data set versioning? how does this physically maps to tables? is a version just a time travel timestamp (so we can reuse/access same data?) Thanks

    • @SumitDas-snow
      @SumitDas-snow 2 дня назад

      1. Train limit is based on your size of warehouse as data need to fit in the memory. No limit on infer/predict 2. Dataset is meant to be an immutable copy for the data for provenance / reproducibility. Table is mutable.

    • @emanueol
      @emanueol 2 дня назад

      ok thanks, and how about the meaning of dataset version shown in 26m 33s in videov name='AI307_DS.DATA.TRAINING_DATASET version='v2' <---?!? ruclips.net/video/hsnA8CiZNyY/видео.htmlm33s

  • @peterfox3151
    @peterfox3151 7 дней назад

    Excellent job!

  • @cajones1959
    @cajones1959 7 дней назад

    What happens if you edit a table description and re-run the Data Crawler?

    • @JasonSummer-o1t
      @JasonSummer-o1t 6 дней назад

      Great question! The Data Crawler will only crawl tables that haven't been previously crawled. So any revised table descriptions will remain unless you actively remove them.

  • @smalinowski
    @smalinowski 8 дней назад

    How to rename column or change column type in declarative approach? 🤔 It looks cool at first sight but it is not flexible compared to imperative approaches, where detailed control over the execution order and specific operations is sometimes necessary.

  • @Nashadelicable
    @Nashadelicable 9 дней назад

    12:49 “Asians Asians Asians!”

  • @chudamlai
    @chudamlai 9 дней назад

    Can you please make a video about complete step by step in detail as I’m developing an AI chat bot for my college project

    • @snowflakedevelopers
      @snowflakedevelopers 8 дней назад

      What about this step-by-step guide here? quickstarts.snowflake.com/guide/asking_questions_to_your_own_documents_with_snowflake_cortex/

  • @edzehoo
    @edzehoo 10 дней назад

    Is this a Daft Punk music video or a tutorial ? You guys are an enterprise software company, behave like one man.

  • @technologyandinnovation4586
    @technologyandinnovation4586 10 дней назад

    Wish Andrew had talked about more of activities in the field but ran out of time. If the first dude have just introduced Andrew and let him have a stage - but he needed to waste everyone's time.

  • @ishunbryant7743
    @ishunbryant7743 10 дней назад

    What’s the difference between this and AWS?

  • @pradeept328
    @pradeept328 12 дней назад

    Is it full finetuning or lora finetuning? If lora finetuning how to specify the rank and alpha?

  • @mitchellwoody5565
    @mitchellwoody5565 12 дней назад

    Best talk at the conference!!

  • @TheWateringSpace
    @TheWateringSpace 12 дней назад

    We love you Jeff!

  • @Ikilledthebanks
    @Ikilledthebanks 13 дней назад

    She seems nice

  • @marki2325
    @marki2325 13 дней назад

    Great. Now release it already. Pleeeease

  • @rose8968
    @rose8968 13 дней назад

    How is this diff from alteryx

  • @ORIGINALwhatnow
    @ORIGINALwhatnow 14 дней назад

    I gave a thumbs down because it didn't give information about how to get to this feature, how to set it up, and how the entire process works.

  • @adityag7441
    @adityag7441 16 дней назад

    Everything sounds great in demo with full admin access. Very easy in my own Snowflake and AWS accounts. Challenge is to accomplish this at a real workplace when you have to talk to 3 admins and understand what to ask to whom.

  • @user-ve7xr7it6p
    @user-ve7xr7it6p 16 дней назад

    PERF-AU-84-wh-idle.sql is not in the repo, it stops at 83

  • @PatrickB-vf3nn
    @PatrickB-vf3nn 16 дней назад

    Did anyone save the SQL from this? It is no longer available.

  • @DavidWarburton-Burley
    @DavidWarburton-Burley 16 дней назад

    Guide doesn't work. I just get errors whenever I try and do anything

  • @The_AI_Adoption
    @The_AI_Adoption 17 дней назад

    "The Level 2 of AI Adoption is arriving before AGI" The Last AI of Humanity (New Book )

  • @bichhubiswa13
    @bichhubiswa13 17 дней назад

    Andrew is such a humble person I always loves to hear him ❤

  • @AbdulSamada-qv7se
    @AbdulSamada-qv7se 18 дней назад

    can anyone share source code