Mon.Jul 22, 2024

article thumbnail

Enhancing LLM-as-a-Judge with Grading Notes

databricks

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

143
143
article thumbnail

How to Use the pivot_table Function for Advanced Data Summarization in Pandas

KDnuggets

Let's learn to use Pandas pivot_table in Python to perform advance data summarization

Python 137
article thumbnail

Introducing Mosaic AI Model Training for Fine-Tuning GenAI Models

databricks

Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks.

article thumbnail

Using Transfer Learning to Boost Model Performance

KDnuggets

Transfer learning can improve model performance by leveraging pre-trained models and adapting them to new, related tasks.

article thumbnail

Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

article thumbnail

Data-Driven Quality: Change the Game with Knowledge Graphs & Generative AI

databricks

Written in collaboration with Navin Sharma and Joe Pindell, Stardog Across industries, the impact of post-delivery failure costs (recalls, warranty claims, lost goodwill.

Data 105
article thumbnail

5 Free Courses to Master Natural Language Processing

KDnuggets

Go from zero to 100 with these free NLP courses!

Process 111

More Trending

article thumbnail

Resilience in Action: How Cloudera’s Platform, and Data in Motion Solutions, Stayed Strong Amid the CrowdStrike Outage

Cloudera

Late last week, the tech world witnessed a significant disruption caused by a faulty update from CrowdStrike, a cybersecurity software company that focuses on protecting endpoints, cloud workloads, identity, and data. This update led to global IT outages, severely affecting various sectors such as banking, airlines, and healthcare. Many organizations found their systems rendered inoperative, highlighting the critical importance of system resilience and reliability.

article thumbnail

Building App Excellence with Location and Data APIs

Precisely

Key Takeaways: Use location and data APIs to boost app reliability and user satisfaction with accurate, up-to-date geographic information Overcome common issues like failed deliveries and customer frustrations through advanced geo addressing solutions that enhance efficiency and data accuracy Leverage Precisely APIs to not only correct data but also enrich applications with essential functions including identity verification and points of interest location The demand for accurate and efficient l

article thumbnail

Data Versioning: A Comprehensive Guide for Modern Data Teams

Monte Carlo

Data doesn’t just flow – it floods in at breakneck speed. How do we track this tsunami of changes, ensure data integrity, and extract meaningful insights? Data versioning is the answer. It provides us with a systematic approach to tracking changes, ensuring data integrity, and enabling meaningful insights within today’s fluid and complex data environment.

article thumbnail

Direct Integration: Kinesis Firehose with Snowpipe Streaming

Cloudyard

Read Time: 2 Minute, 57 Second Previously, data engineers used Kinesis Firehose to transfer data into blob storage (S3) and then load it into Snowflake using either Snowpipe or batch processing. This introduced latency in the data pipeline for near real-time data processing. Now, Amazon Kinesis Data Firehose (Firehose) offers direct integration with Snowflake Snowpipe Streaming, eliminating the need to store data in an S3 bucket.

AWS 52
article thumbnail

Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

article thumbnail

Best DevOps Engineer Resume Example: Building an Impressive DevOps Resume

Knowledge Hut

As DevOps engineer, your responsibility is to bridge the gaps between software developments, testing, and support. As a DevOps engineer, you will regularly manage, monitor, and optimize an IT projects’ who, what, where, and how. DevOps engineering is not an easy field to work in, but it is a well-paying position with a promising future. To get ready for its interview, you will need expertise with various software applications and experience collaborating with other software engineering dep

article thumbnail

What are DevOps Artifacts and Its Best Practices in 2024?

Edureka

Artifacts in DevOps not only help produce the final software but also help the team of developers by storing all the necessary elements in the artifacts repository, where the developers can easily find them and perform necessary operations (add, move, edit, or delete) with them. Thus, the artifacts save the developers valuable time from finding and gathering resources from different places, improving their productivity.

IT 40
article thumbnail

Getting the Most From Your Modern Data Platform: A Three-Phase Approach

Snowflake

A robust, modern data platform is the starting point for your organization’s data and analytics vision. At first, you may use your modern data platform as a single source of truth to realize operational gains — but you can realize far greater benefits by adding additional use cases. In this blog, we offer guidance for leveraging Snowflake’s capabilities around data and AI to build apps and unlock innovation.