Systems | Development | Analytics | API | Testing

MLOps for Generative AI with MLRun

Jun 1, 2023 By Iguazio In Iguazio
The influx of new tools like ChatGPT spark the imagination and highlight the importance of Generative AI and foundation models as the basis for modern AI applications. However, the rise of generative AI also brings a new set of MLOps challenges. Challenges like handling massive amounts of data, large scale computation and memory, complex pipelines, transfer learning, extensive testing, monitoring, and so on. In this 9 minute demo video, we share MLOps orchestration best practices and explore open source technologies available to help tackle these challenges.
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hevo

Cloud Data Warehouse: A Comprehensive Guide

Jun 1, 2023 By Vernon DaCosta In Hevo
With the advent of modern-day cloud infrastructure, many business-critical applications like databases, ERPs, and Marketing applications have all moved to the cloud. With this, most of the business-critical data now resides in the cloud. Now that all the business data resides on the cloud, companies need a data warehouse that can seamlessly store the data from all the different cloud-based applications. This is where Cloud Data Warehouse comes into the picture.
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countly

Exporting data from Countly through DB Viewer

Jun 1, 2023 By Arturs Sosins In Countly

DB Viewer is a plugin that provides a UI to browse databases. But it is also a great option to access Database data through REST API, for example, to export data. In this article, we will explain how to navigate the data scheme and find all the needed information to export events and their granular data from Countly. ‍ Let's say you have some other database, and you want to populate it with data from Countly. Or you just want to prepare some kind of report through a third-party application.

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unravel

The Modern Data Ecosystem: Choose the Right Instance

Jun 1, 2023 By Don Hilborn In Unravel

There are several ways to optimize cloud storage, depending on your specific needs and circumstances. Here are some general tips that can help: Overall, optimizing cloud storage requires careful planning, monitoring, and management. By following these tips, you can reduce your storage costs, improve your data management, and get the most out of your cloud storage investment.

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thoughtspot

Conceptual vs logical vs physical data models

Jun 1, 2023 By Sonny Rivera In ThoughtSpot

Data modeling is not about creating diagrams for documentation sake. It’s about creating a shared understanding between the business and the data teams, building trust, and delivering value with data. It’s also an investment. An investment in your data systems' stability, reliability, and future adaptability. Like all valuable initiatives, it will require some additional effort upfront.

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snowflake

Customer 360 for Sports and Gaming Fans: The Data Science Best Practices You Need to Know

Jun 1, 2023 By Snowflake In Snowflake

Sports and gaming companies are forging ahead with the use of data science as a competitive differentiator. According to an industry report, the global AI in media and entertainment market size was valued at $10.87 billion in 2021 and is estimated to grow 26.9% annually until 2030.

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LLM ChatBot Augmented with Enterprise Data

Jun 1, 2023 By Cloudera In Cloudera
This video demonstrates how to use an open source pre-trained instruction-following LLM (Large Language Model) to build a ChatBot-like web application. The responses of the LLM are enhanced by giving it context from an internal knowledge base. This context is retrieved by using an open source Vector Database to do semantic search.
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