Mon.Aug 05, 2024

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Time Series Data with NumPy

KDnuggets

Learn how to analyze the time series dataset with the Python package NumPy.

Python 134
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A RoCE network for distributed AI training at scale

Engineering at Meta

AI networks play an important role in interconnecting tens of thousands of GPUs together, forming the foundational infrastructure for training, enabling large models with hundreds of billions of parameters such as LLAMA 3.1 405B. This week at ACM SIGCOMM 2024 in Sydney, Australia, we are sharing details on the network we have built at Meta over the past few years to support our large-scale distributed AI training workload.

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7 AI Portfolio Projects to Boost the Resume

KDnuggets

Get noticed by recruiters and hiring managers by creating and documenting the following AI projects.

Portfolio 131
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Snowflake Startup Spotlight: BigGeo Puts Geospatial Intelligence on the Map

Snowflake

Welcome to Snowflake’s Startup Spotlight, where we learn about companies building their businesses on Snowflake. In this edition, we talk to Brent Lane, Co-founder and CEO of BigGeo, about the world of geospatial data and learn how BigGeo is turning 15 years of research into advanced technology that knocks down traditional barriers to using rich, complex location-based data throughout an organization.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Announcing the General Availability of Row and Column Level Security with Databricks Unity Catalog

databricks

Row filters and column masks control data access by filtering rows and masking column values using SQL UDFs in database queries.

SQL 122
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5 IT Jobs That Are High in Demand But Don’t Get Enough Recognition

KDnuggets

These IT jobs don’t get enough love and you could be missing out

IT 103

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#ClouderaLife Employee Spotlight: Stephanie Han

Cloudera

In this Employee Spotlight, we sat down with Stephanie Han to learn about her tenure at Cloudera, her journey from accounting to leading diversity, equality & inclusion (DEI) programs, and her impressive volunteer work. Meet Stephanie Han Stephanie is a Senior Program Manager in the HR team at Cloudera. She’s been with the company since 2019 and plays a key role in a variety of employee-centric initiatives including Cloudera’s employee volunteering program , talent management program, a

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Beyond the Hype: Is observability just the new name for system monitoring? by Oliver Cronk

Scott Logic

In this episode, I’m joined for a discussion on observability by Scott Rowan, Senior Developer at Scott Logic, and Daniel Gomez Blanco, Principal Engineer at Skyscanner and a member of the Open Telemetry Governance Committee. The conversation explores what observability means in modern distributed software architectures, how it differs from traditional monitoring, and the challenges of implementing observability at scale.

Systems 59
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End-to-end privacy for model training and inference with Concrete ML

KDnuggets

End-to-end privacy for scikit-learn federated training models and encrypted inference using Fully Homomorphic Encryption (FHE)

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Sovereign AI, Redpanda vs Apache Kafka, The Future of Data Streaming with Alex Gallego (CEO of Redpanda)

Striim

Prepare to transform your understanding of data and cloud architecture with visionary CEO Alex Gallego of Redpanda. Discover how Alex’s journey from building racing motorcycles and tattoo machines as a child led him to revolutionize stream processing and cloud infrastructure. This episode promises invaluable insights into the shift from batch to real-time data processing, and the practical applications across multiple industries that make this transition not just beneficial but necessary.

Kafka 52
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Startup Spotlight: BigGeo Puts Geospatial Intelligence on the Map

Snowflake

Welcome to Snowflake’s Startup Spotlight, where we learn about companies building their businesses on Snowflake. In this edition, we talk to Brent Lane, Co-founder and CEO of BigGeo, about the world of geospatial data and learn how BigGeo is turning 15 years of research into advanced technology that knocks down traditional barriers to using rich, complex location-based data throughout an organization.

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Unlock Opportunities and Eliminate Risks with Spatial Analytics

Precisely

Key takeaways: Organizations rely on location-based context to make informed business decisions. Adopting location reports equips business users with critical information that would otherwise require advanced spatial analytics to uncover. APIs make it easy for enterprise developers to build location intelligence into existing applications. A common obstacle to extracting value from the oceans of data stored in business systems is a lack of context.

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PMP for Construction Management: Demand, Certifications

Knowledge Hut

PMP (Project Management Professional) is a professional certification offered by the Project Management Institute (PMI). The Project Management Professional (PMP) credential demonstrates a person's ability to lead and deliver projects successfully. The construction industry is the country's second-largest employer and contributor to the economy. It is also one of the most diverse and unorganized industries, increasing the demand for skilled professionals in this field.