Sat.Aug 26, 2023 - Fri.Sep 01, 2023

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Activating Data from the Lakehouse: Databricks Ventures Invests in Hightouch

databricks

It’s no secret that modern organizations are doubling down on their investments in data - investments that uncover deep customer insights that provide a.

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How to shuffle a big dataset (2018)

Jane Street

At Jane Street, we often work with data that has a very lowsignal-to-noise ratio, but fortunately we also have a lot of data.Where practitioners in many fiel.

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10 Highest-Paying Data Analytics Jobs in 2023

Dataversity

As one of the fastest-growing fields, technology continues to drive transformative changes across various industries, with new advancements emerging each year. Consequently, the demand for data analytics jobs is expected to surge in the near future, with a significant need for data science practitioners worldwide. The U.S. Bureau of Labor Statistics (2021) projects a 22% growth […] The post 10 Highest-Paying Data Analytics Jobs in 2023 appeared first on DATAVERSITY.

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Article: Managing the Carbon Emissions Associated with Generative AI

InfoQ Articles

There’s an increasing concern about the energy use and corresponding carbon emissions of generative AI models. And while the concerns may be overhyped, they still require attention, especially as generative AI becomes integrated into our modern life. Factors such as model architecture, transparency and quantization of models are required to decrease carbon emission from AI systems.

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Scheduling Jupyter Notebooks at Meta

Engineering at Meta

At Meta, Bento is our internal Jupyter notebooks platform that is leveraged by many internal users. Notebooks are also being used widely for creating reports and workflows (for example, performing data ETL ) that need to be repeated at certain intervals. Users with such notebooks would have to remember to manually run their notebooks at the required cadence – a process people might forget because it does not scale with the number of notebooks used.

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The Simplification of AI Data

databricks

Talk to any data science organization and they will almost unanimously tell you that the biggest challenge to building high quality AI models.

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How Reducing Bias in AI Models Boosts Success

Dataversity

Artificial intelligence (AI) has the potential to revolutionize industries and improve decision-making processes, but it is not without challenges. One challenge is how to address the issue of bias in AI models to ensure fairness, equity, and satisfying outcomes. AI bias can arise from various sources, including training data, algorithm design, and human influence during […] The post How Reducing Bias in AI Models Boosts Success appeared first on DATAVERSITY.

More Trending

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Celebrating Excellence: Kora wins ‘Best Industry Paper’ at 2023 VLDB Conference

Confluent

Learn how Confluent’s cloud-native Apache Kafka engine stood out from other data management systems with its uniquely elastic, reliable, and cost-efficient design

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Efficient Fine-Tuning with LoRA: A Guide to Optimal Parameter Selection for Large Language Models

databricks

With the rapid advancement of neural network-based techniques and Large Language Model (LLM) research, businesses are increasingly interested in AI applications for value.

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How DoorDash Improves Holiday Predictions via Cascade ML Approach

DoorDash Engineering

At DoorDash, we generate supply and demand forecasts to proactively plan operations such as acquiring the right number of Dashers (delivery drivers) and adding extra pay when we anticipate low supply. It is challenging to generate accurate forecasts during holidays because certain machine learning techniques (e.g., XGBoost , Gradient Boosting , Random Forest ) have difficulty handling high variation with limited data.

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The Crucial Role of Data Lifecycle Management in Driving Business Success

Dataversity

No matter what industry you work in, Data Management is increasingly important for your career and performance. Information is no longer separate bits of data – the internet of things (IoT) and big data mean that every piece of data is interconnected. But, to keep your data healthy and secure, you need to be aware […] The post The Crucial Role of Data Lifecycle Management in Driving Business Success appeared first on DATAVERSITY.

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Introducing Confluent Platform 7.5

Confluent

Confluent Platform 7.5 brings SSO for Control Center, simplified interface with Confluent using v3 of the REST proxy API, and bidirectional Cluster Linking.

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Databricks introduces the Delivery Solutions Architect

databricks

At Databricks, we are constantly evolving to meet the ever-changing needs of our customers. This year, we launched a new role that aims.

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Heavy Networking 697: Getting Operational Visibility Into The Networks That Matter (Sponsored)

Packet Pushers

In today's sponsored Heavy Networking we explore new features in Cisco Thousand Eyes, an operational tool based on visibility and observability of public and private network. Thousand Eyes has continued to grow into complex operational areas such AWS Network Path, Webex performance, and integrations with Meraki to help you identify and fix network and application performance problems.

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Embracing Generative AI, Automation, and Dynamic AI Agents

Dataversity

Technological revolutions rarely happen all at once. The commercial internet launched in 1989, but it would take almost a decade before most businesses depended on it to function. This wasn’t because the technology wasn’t there yet; rather, it was because people are generally resistant to change. They fear the unknown, even when the unknown stands […] The post Embracing Generative AI, Automation, and Dynamic AI Agents appeared first on DATAVERSITY.

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How to Tune Kafka Connect Source Connectors to Optimize Throughput

Confluent

Get a high-level overview of source connector tuning: What can and cannot be tuned, and tuning methodology for any and all source connectors.

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Optimizing Promotional Offers using Causal Machine Learning

databricks

Many companies offer their clients promotional offers to close deals, renew subscriptions, or purchase services. These incentives carry costs for the seller in.

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What is Network Performance Monitoring: Unveiling NPM Tools, Features & Use Cases

Obkio

Learn about network performance monitoring to optimize network performance. Discover key network metrics, tools & techniques & the benefits for businesses.

Network 52
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Enterprise Storage: Plugging a Hole in Corporate Cybersecurity Strategies

Dataversity

Chief information security officers (CISOs), along with their staff, typically do not think about enterprise storage. The vast majority say that they think about edge protection, network protection, application protection, and the threat of data theft. They are rightfully interested in trusted execution technology, considering zero-trust architectures for infrastructure assurance and assessments for root of […] The post Enterprise Storage: Plugging a Hole in Corporate Cybersecurity Strateg

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Join the Excitement at Current 2023: Unmissable Keynotes and 5 Must-Attend Sessions

Confluent

Get a sneak peak into what awaits you at Current 2023—featuring captivating keynotes, must-attend sessions, networking opportunities, and much more.

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Upskill with instructor-led training and save 20% off today

databricks

For a limited time, we are offering 20% off our public instructor-led training with the code: dU0ChfGA1 Value of Databricks Training The explosion.

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Oxidizing OCaml: Data Race Freedom

Jane Street

OCaml with Jane Street extensions is available from our public opam repo. Only a slice of the features described in this series are currently implemented.

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Achieving NIS2 Compliance: Essential Steps for Companies 

CATO Networks

Introduction In an increasingly digital world, cybersecurity has become a critical concern for companies. With the rise of sophisticated cyber threats, protecting critical infrastructure and ensuring the continuity of essential services has become a top priority. The EUs Network and Information Security Directive (NIS2), which supersedes the previous directive from 2016, establishes a framework to enhance the security and resilience of network and information systems.

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Flink in Practice: Stream Processing Use Cases for Kafka Users

Confluent

Apache Flink can be used for multiple stream processing use cases. Learn how developers can use Flink to build real-time applications, run analytical workloads or build real-time pipelines.

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Getting started with generative AI in healthcare and life sciences

databricks

The explosive growth of ChatGPT has influenced every industry to reexamine their artificial intelligence (AI) strategies. While healthcare & life sciences has been.

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Day Two Cloud 208: HashiCorp Licensing Changes And The Day Two Cloud-Chaos Lever Crossover

Packet Pushers

Today on Day Two Cloud we dive into the implications of licensing changes that HashiCorp has made to its popular Terraform software. In short, the company has switched from an open source to a business source license. HashiCorp says it felt compelled to make the change to ensure that some other business entity doesn't take the open-source software and turn it into a competing product (looking at you, AWS).

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SASE Instant High Availability and Why You Should Care 

CATO Networks

High availability may be top of mind for your organization, and if not, it really should be. The cost range of an unplanned outage ranges from $140,000 to $540,000 per hour. Obviously, this varies greatly between organizations based on a variety of factors specific to your business and environment. You can read more on how to calculate the cost of an outage to your business here: Gartner.

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How to Deliver Real-Time Mobile Personalization at Scale

Confluent

How a modern business is bringing personalized notifications and recommendations via mobile apps on users’ phones with help from data streaming.

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Automated Analysis of Product Reviews Using Large Language Models (LLMs)

databricks

Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. While conversational AI has garnered a lot.

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HS054: Matching IT and Corporate Culture

Packet Pushers

Are you interested in learning more about aligning technology choices with organizational goals? Our podcast has got you covered! Listen now to explore the importance of technology alignment with business objectives. Are you interested in learning more about aligning technology choices with organizational goals? Our podcast has got you covered! Listen now to explore the importance of technology alignment with business objectives.

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How to Monitor VoIP PBX Systems for Call Quality

Obkio

Learn how to monitor VoIP PBX systems (IP PBX) with Network Monitoring to ensure optimal call quality & help MSPs identify VoIP PBX issues for customers.

Network 52
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Confluent Awarded a Google Cloud Technology Partner of the Year

Confluent

Confluent deepens ties with Google Cloud, winning "Technology Partner of the Year" for Data & Analytics. This collaboration lets firms stream data into Google Cloud, emphasizing the vital role of cloud marketplaces for customer needs.

Cloud 52
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"Industry standard" isn't useful in arguments

SysAdmin1138 Explains

This is a controversial take, but the phrase "it's industry standard" is over-used in technical design discussions of the internal variety. Yes, there are some actual full up standards. Things like RFCs and ISO-standards are actual standards. There are open standards that are widely adopted, like OpenTelemetry and the Cloud Native Computing Foundation suite, but these are not yet industry standards.

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Network Break 444: NVIDIA Mines GPU Gold; VMware Wants To Sell You Private AI; SUSE Prepares To Go Private

Packet Pushers

Take a Network Break! On today's episode we discuss two announcements from VMware Explore 2023: a private AI offering, and a revamped NSX for public and private cloud networking. We also discuss recent rule changes at the SEC that require public companies to disclose material security incidents in a timely manner, NVIDIA's huge revenue results, SUSE going private, and more tech news.

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Meta launches Code Llama expanding Llama (AI Model) Capabilities

Vedcraft

Meta released Code Llama , a large language model (LLM) that can use text prompts to generate and discuss code, on August 24, 2023. It has been built on Llama 2 as a foundational model and is free for research and commercial use. Click here to read the news annoucment published by Meta. The below visualization depicts the foundational building block of Llama 2, and an approach to build your own custom model on top of it: Key deliverables/artifacts, which can be accessed by following links below:

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Accelerate Business Transformation with Confluent’s Cloud SQL Google Cloud Ready

Confluent

Traditional, siloed systems don't work for customers expecting to do business in real time. Data streaming and cloud connect disparate systems for real-time experiences.

Cloud 52
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How to Identify Network Outages & Internet Outages

Obkio

Learn how to monitor and identify network and Internet outages, like the nationwide Rogers outage, to stay updated on your ISP network status.