Precisely

MAY 31, 2023

According to research performed at Drexel University’s LeBow College of Business, 76% of data practitioners are trying to improve their data-driven decision-making, and more than half don’t feel that they can fully trust their data. Many organizations still struggle with data integrity.

Data Quality 52

Data Quality Data Governance Data Observability ETL 52

Mlearning.ai

DECEMBER 22, 2023

" } To load the databricks/databricks-dolly-15k dataset, we use the load_dataset() method from the ? You can find here more about it. Datasets library.

AWS 52

AWS ML ML Python 52

Mlearning.ai

JUNE 14, 2023

I have been going through various training modules, including this one by Google Cloud and this one by Databricks and other learning paths. BECOME a WRITER at MLearning.ai // Try These FREE ML Tools Today! Follow my entire journey here. and resources from popular channels and providers, I have laid them all into one massive mind map.

Natural Language Processing 52

Natural Language Processing ML ML Support Vector Machines 52

Hacker News

SEPTEMBER 12, 2023

” — Ali Ghodsi , co-founder and CEO of Databricks In fact, you might never fully feel PMF: “ I never felt at any point of time like, ah, now I have product-market fit. They’re actually trying to use it for work, and if we f**k it up for them, I don’t want that on my conscience. Are you at an offsite?’

Analytics 181

Analytics Analytics Data Analyst 181

Tableau

FEBRUARY 14, 2022

They had data science groups, they had an AI center of excellence, they had investments, they were developing proof of concepts—trying to figure out the art of the possible. After just 18 months, more than 40% of those organizations are starting to adopt AI at scale.”. So what’s changed?

AI 73

AI AI Tableau Data Scientist 73

Tableau

FEBRUARY 14, 2022

They had data science groups, they had an AI center of excellence, they had investments, they were developing proof of concepts—trying to figure out the art of the possible. After just 18 months, more than 40% of those organizations are starting to adopt AI at scale.”. So what’s changed?

AI 71

AI AI Tableau Data Scientist 71

Snorkel AI

OCTOBER 6, 2023

Databricks did this on their Dolly 2.0 For a scalable solution, our researchers built an open source response quality model that may be useful to teams trying to tackle this problem—either as a final solution, or a starting point for their own. Data teams struggling to find enough relevant data can hand-build their own dataset.

Data Science 69

Data Science Supervised Learning Data Mining Data Mining 69

Snorkel AI

OCTOBER 6, 2023

Databricks did this on their Dolly 2.0 For a scalable solution, our researchers built an open source response quality model that may be useful to teams trying to tackle this problem—either as a final solution, or a starting point for their own. Data teams struggling to find enough relevant data can hand-build their own dataset.

Data Science 59

Data Science Supervised Learning Data Mining Data Mining 59

AWS Machine Learning Blog

APRIL 26, 2024

Today, we are excited to announce that the DBRX model , an open, general-purpose large language model (LLM) developed by Databricks , is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. The model is made available under the Databricks Open Model license, for use without restrictions.

ML 106

ML ML AWS Python 106

AWS Machine Learning Blog

DECEMBER 22, 2023

Ground truth evaluation In addition to these feedback functions for detecting hallucination, we have a test dataset, DataBricks-Dolly-15k , that enables us to add ground truth similarity as a fourth evaluation metric. Checkout this link to find out more about TruEra and try the notebook yourself. on(Select.Record.calls[0].args.args[0]).on_output()

Database 99

Database AWS AI AI 99

Towards AI

AUGUST 16, 2023

The best advice that I could give on MLOps would be to try to hire someone who is able to see the “big picture”. Therefore, a common mistake when interviewing applicants is to focus on the minutia of a particular platform (AWS, GCP, Databricks, MLflow, etc.).

Machine Learning 98

Machine Learning Machine Learning ML ML 98

ODSC - Open Data Science

JUNE 6, 2023

Even though the data changes every second, we can perform a consistent static query on the current state of the table with Databricks. If using Databricks , this is all we need to do to get up and running with a real-time stream of embeddings: embedding_stream = spark.readStream.table('raw_records').withColumn('embeddings',

Machine Learning 90

Machine Learning Machine Learning Clustering Data Science 90

Data Science 101

OCTOBER 12, 2023

people trying to convince others that the Maui fires were a deliberate attempt for the government to land grab from Hawaiians), carbon emissions reduction efforts… Lots of cool things Wow, that actually does sound kinda cool. A lot of the action is on big tech, but everybody is trying something. Do you use Stream Analytics?

Azure 64

Azure Computer Science Computer Science Clustering 64

The MLOps Blog

OCTOBER 3, 2023

What I try to do, very similar to what a lot of the folks here right now on the podcast do, is to try to share my learnings with people. I try to take my experiences and then frame them like “Okay, yes, these kinds of things can happen, but this is also how you can deal with it”.

ML 52

ML ML Data Scientist Machine Learning 52

Data Science Dojo

JULY 26, 2023

Available for demo: You can try out Vicuna by interacting with the chatbot on the LMSYS website. Dolly 12B Developed by Databricks. Performs well on MT-Bench and MMLU tests: Vicuna has performed well on the MT-Bench and MMLU tests, which are benchmarks for evaluating the performance of large language models.

Natural Language Processing 195

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 195

AWS Machine Learning Blog

NOVEMBER 14, 2023

For this, we will use the pre-trained 7 billion parameter Llama2 model and fine-tune it on the databricks-dolly-15k dataset. Next, we fine-tune Llama2 on the databricks-dolly-15k dataset using the QLoRA method. We encourage you to try the sample code on GitHub repository to experiment with these methods yourself.

ML 95

ML ML AWS SQL 95

Tableau

MARCH 30, 2021

We’ve added AAD authentication support to all of our Azure data connectors: Azure Synapse, Azure SQL Database, Azure Data Lake Storage Gen2 and Azure Databricks. To get the latest version of Tableau Server and try our all of these new features, upgrade to Tableau 2021.1

Azure 99

Azure Tableau Data Lakes SQL 99

Alation

SEPTEMBER 30, 2022

And, as a result of this work, we’re seeing customers try the product and buy it, all with minimal help from Alation sales and support teams. There’s no better example of this than our Alation Cloud Service for Snowflake. A decade ago, it would have taken weeks to get a catalog off the ground; now it takes seconds.

Data Governance 92

Data Governance Azure SQL Data Quality 92

Tableau

FEBRUARY 17, 2021

We announced quick LODs at Tableau Conference-ish last year, and now we’re excited for you all to try this feature out for yourself! We also now have support for Azure Active Directory in two of our existing connectors in Azure Synapse and Azure Databricks. Level up your analysis with new analytics enhancements. Quick LODs.

Tableau 99

Tableau Azure Data Quality ML 99

DagsHub

DECEMBER 11, 2023

Keeping track of the different versions of data can be challenging as trying to juggle multiple balls at a time. Delta Lake Delta Lake , by Databricks, is an open-source data lake storage layer that runs on top of existing data lake file systems such as Hadoop Distributed File System (HDFS) and Amazon S3.

Machine Learning 98

Machine Learning Machine Learning Data Lakes Database 98

Tableau

MARCH 29, 2021

We’ve added AAD authentication support to all of our Azure data connectors: Azure Synapse, Azure SQL Database, Azure Data Lake Storage Gen2 and Azure Databricks. To get the latest version of Tableau Server and try our all of these new features, upgrade to Tableau 2021.1

Azure 52

Azure Tableau Data Lakes SQL 52

Smart Data Collective

AUGUST 5, 2021

Developed at Databricks, “Delta Lake is an open-source data storage layer that runs on the existing Data Lake and is fully cooperative with Apache Spark APIs. When multiple users try to modify the table at the same time, Delta Lake resolves the conflicts using optimistic concurrency control. from Spark 2.4. . What is Delta Lake?

Data Lakes 143

Data Lakes Clustering AWS Data Engineering 143

Tableau

FEBRUARY 17, 2021

We announced quick LODs at Tableau Conference-ish last year, and now we’re excited for you all to try this feature out for yourself! We also now have support for Azure Active Directory in two of our existing connectors in Azure Synapse and Azure Databricks. Level up your analysis with new analytics enhancements. Quick LODs.

Tableau 52

Tableau Azure Data Quality ML 52

Snorkel AI

MAY 25, 2023

In April, DataBricks released Dolly 2.0. Databricks CEO Ali Ghodsi told Bloomberg that the open-sourced LLM replicated a lot of the functionality of “these existing other models,” a not-so-subtle wink to GPT-3. Researchers have found several prompt-based tricks to narrow and sharpen large language model responses.

Natural Language Processing 52

Natural Language Processing Python Machine Learning Machine Learning 52

Snorkel AI

MAY 25, 2023

In April, DataBricks released Dolly 2.0. Databricks CEO Ali Ghodsi told Bloomberg that the open-sourced LLM replicated a lot of the functionality of “these existing other models,” a not-so-subtle wink to GPT-3. Researchers have found several prompt-based tricks to narrow and sharpen large language model responses.

Natural Language Processing 52

Natural Language Processing Python Machine Learning Machine Learning 52

Mlearning.ai

SEPTEMBER 4, 2023

36],[37] Meanwhile, Databricks, a data storage and management company, agreed to buy MosaicML in June.[38],[39],[40] Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.” link] [33] Aarohi Srivastava, et al. link] [34] Baolin Peng, et al.

AI 52

AI AI Azure Machine Learning 52

The MLOps Blog

JUNE 6, 2023

Hands up if you’ve ever lost hours untangling messy scripts or felt like you’re hunting a ghost while trying to fix that elusive bug, all while your models are taking forever to train. MLflow: Developed by Databricks, MLflow is an open-source platform that simplifies the machine learning lifecycle. Streamlined workflows.

ML 52

ML ML Cross Validation Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 30, 2023

Databricks is getting up to 40% better price-performance with Trainium-based instances to train large-scale deep learning models. Customers need to be trying out different models. Customers like Ricoh have trained a Japanese LLM with billions of parameters in mere days. There is not going to be one model to rule them all.

AWS 130

AWS AI AI ML 130

AWS Machine Learning Blog

JANUARY 17, 2024

Setting this argument to be true, acknowledges you have read and accepted the EULA of the model. The EULA can be found in the model card description or from the Meta website. The default instance type for Llama 2 13B is ml.inf2.8xlarge. We use the information_extraction examples for fine-tuning. train_and_test_dataset["train"].to_json("train.jsonl")

AWS 109

AWS Python Machine Learning Machine Learning 109

The MLOps Blog

MARCH 21, 2023

Because ML projects are inherently experimental, your data scientists will always try out new ways to: Work with data, Build models, And set up parameters. What is right for one business would not work for another; the data will give different insights. You want to make sure that there’s consistency across these teams.

Machine Learning 69

Machine Learning Machine Learning Data Scientist ML 69

phData

NOVEMBER 13, 2023

Delphi Prerequisites and Compatibility: It requires a dbt Cloud Team or Enterprise account and supports popular data warehouses like Snowflake, BigQuery, Databricks, and Redshift. dbt Mesh comes to the rescue by slimming down those complex connections, making your lineage graph much more manageable but seeing less of the overall picture.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52