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Technology Spotlight: Open Data Lakehouse for Private Cloud

Cloudera emphasizes the importance of trusted data for reliable AI. We've introduced Open Data Lakehouse for private cloud, incorporating Apache Iceberg for enhanced data management and security. This empowers analysts and data scientists with direct access to all data, including real-time streaming. Iceberg's capabilities reduce silos, lower storage costs, and mitigate business risks. We also focus on scalability, introducing features like snapshots and user quotas in Apache Ozone. Cloudera prioritizes enterprise readiness with Zero Downtime Upgrades and broader hardware and software support.

Kong announces new AWS Workshops and AddOns for EKS Blueprints for Terraform

The Kong and Amazon (AWS) partnership is stronger than ever! As Kong continues to evolve, with Kong Konnect and Kong Mesh, the means of integrating with AWS grows as well. In a continuous effort to offer cutting-edge collaborations, Kong announces new Amazon Elastic Kubernetes Service (EKS) based contributions: Kong Konnect AddOns for the EKS Blueprints for Terraform framework and two new Kong AWS workshops.

Apache Kafka Message Compression

Apache Kafka® supports incredibly high throughput. It’s been known for feats like supporting 20 million orders per hour to get COVID tests out to US citizens during the pandemic. Kafka's approach to partitioning topics helps achieve this level of scalability. Topic partitions are the main "unit of parallelism" in Kafka. What’s a unit of parallelism? It’s like having multiple cashiers in the same store instead of one.

AWS, Qlik, and SAP Data: Turning the Lifeblood of Business into Value and Action

One of my favorite analogies is that data is the lifeblood of the business. Before you roll your eyes at me (I see it now), hear me out. At your annual physical, when you get your blood work done, think of how much information is uncovered about your overall health from a tiny vial of your blood. From those 10 CCs they extract comes back pages of information regarding your cell counts, glucose, cholesterol, and other information.

Low-Code AI Tools: 5 Key Benefits

Artificial intelligence (AI) has led to a seismic shift in the business landscape, largely due to the surge in popularity of large language models like ChatGPT. From predictive models that foster better decision-making to generative AI code tools that enable teams to build applications faster, AI offers incredible benefits to organizations. Businesses need to embrace this technology or risk falling behind their competitors.

Fine-Tuning a Foundation Model for Multiple Tasks

In this video we discuss the reasons why fine-tuning is needed to create mroe contextual accurate LLMs, and the methods that you can do to accomplish this. We also give a demo of our newest Applied ML Prototype (AMP) which demonstrates how to implement LLM fine-tuning jobs that make use of the QLoRA and Accelerate implementations available in the PEFT open-source library from Huggingface and an example application that swaps the fine-tuned adapters in real time for inference targetting different tasks. Learn more at cloudera.com#ai #ml.

Telecommunications Data Monetization Strategies in 5G and beyond with Cloudera and AWS

The world is awash with data, no more so than in the telecommunications (telco) industry. With some Cloudera customers ingesting multiple petabytes of data every single day— that’s multiple thousands of terabytes!—there is the potential to understand, in great detail, how people, businesses, cities and ecosystems function.

Dataflow Programming with Apache Flink and Apache Kafka

Recently, I got my hands dirty working with Apache Flink®. The experience was a little overwhelming. I have spent years working with streaming technologies but Flink was new to me and the resources online were rarely what I needed. Thankfully, I had access to some of the best Flink experts in the business to provide me with first-class advice, but not everyone has access to an expert when they need one.