One Big Cluster Stuck: Data Asset Standardization
Data asset standardization is the purposeful and carefully planned consolidation of redundant, contradictory reports, processes, and databases into enterprise standards.
ODSC East 2023 MLOps Keynote: MLOps in the Era of Generative AI
ChatGPT sparks the imagination and highlights the importance of Generative AI and foundation models as the basis for modern AI applications. However, this also brings a new set of AI operationalization 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 talk, we explore the new technologies and share MLOps orchestration best practices that will enable you to automate the continuous integration and deployment (CI/CD) of foundation models and transformers, along with the application logic, in production.
How ChatGPT Could Be a Data Security Problem
There’s no doubt in just a short period of time, ChatGPT and other large language models (LLMs) have become so immensely popular, they are now used by millions of people daily. ChatGPT’s ability to provide human-like responses and generate content has shown to be valuable to businesses and people across customer service, education, healthcare, and other industries. However, to get access to OpenAI’s powerful AI-tool, what do these businesses and people give up?
What are Data Silos and 5 Best Practices to Eliminate Them
Using data to make decisions is actually really hard. Yet nearly every tech company, business, and team touts “data-driven” as the de-facto way that they operate. In practice, this intention to be data-led is often just aspirational—only about a quarter of organizations report that they are actually data-driven, according to Harvard Business Review. It’s easy to see why organizations strive to more effectively use their data.
LLM ChatBot Augmented with Enterprise Data
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.
5 critical features of modern data movement
Look for the following must-haves when you want to move data seamlessly between sources and destinations of all kinds.
A Guide to Mobile Analytics for Next-Gen Devices
The realm of mobile devices has evolved beyond conventional smartphones and tablets, delving into the fascinating domains of wearable technology and IoT devices. As the landscape of mobile technology broadens, the significance of mobile analytics has surged. Here at Countly, we appreciate the power of these analytics to provide businesses with insights into user experiences, enabling data-driven decision-making and continuous refinement of our offerings.
Website Traffic Benchmarks by Industry
Discover industry benchmarks for bounce rate, average time on page, and more to optimize your website’s performance and outshine competitors.
Prioritizing Data Team Resources and Responsibilities to Maximize Business Value
Is your team having the best-possible impact on your company? Are you making the most of your resources? In this clip, Elizabeth Stone of Netflix discusses how prioritization and visibility into larger company goals help improve ROI.
Integrating Data into a Culture of Innovation
Innovative companies require a culture of experimentation and learning. In this clip, Elizabeth Stone of Netflix explains how the company’s longstanding commitment to disruptive innovation allows her team to balance data insights with a “big bet” mindset, leading to significant wins for members and employees alike.