Sat.Aug 12, 2023 - Fri.Aug 18, 2023

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Don't sleep when you code.about sleep issue in KPL

Waitingforcode

Lessons learned why it's always worth checking the code implementation to avoid surprises later. Even for vendor-supported solutions.

Coding 130
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Unpacking The Seven Principles Of Modern Data Pipelines

Data Engineering Podcast

Summary Data pipelines are the core of every data product, ML model, and business intelligence dashboard. If you're not careful you will end up spending all of your time on maintenance and fire-fighting. The folks at Rivery distilled the seven principles of modern data pipelines that will help you stay out of trouble and be productive with your data.

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Best Practices to Use OpenAI GPT Model

KDnuggets

The improvement you need to get the best result from GPT.

Python 108
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Internship experience with the Spatial Analyst Team at Esri in Summer 2023

ArcGIS

Summer internship experience with the Raster Analysis team at Esri- experience the world of GIS with Rakibul Ahasan.

98
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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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Delta UniForm: a universal format for lakehouse interoperability

databricks

One of the key challenges that organizations face when adopting the open data lakehouse is selecting the optimal format for their data. Among.

Data 98
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Introducing Immortal Objects for Python

Engineering at Meta

Instagram has introduced Immortal Objects – PEP-683 – to Python. Now, objects can bypass reference count checks and live throughout the entire execution of the runtime, unlocking exciting avenues for true parallelism. At Meta, we use Python (Django) for our frontend server within Instagram. To handle parallelism, we rely on a multi-process architecture along with asyncio for per-process concurrency.

Python 98

More Trending

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15 Best AXELOS Certifications That Pay Well in 2023

Knowledge Hut

Staying current with rapidly advancing technology holds significant importance. Obtaining the latest certifications can enhance your professional standing by providing you with sought-after skills, thereby increasing your attractiveness to potential employers. It's noteworthy that AXELOS is a renowned authority in awarding certifications across a diverse spectrum of IT domains.

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Delta Live Tables Now Generally Available on Google Cloud

databricks

Today we are announcing the general availability of Delta Live Tables (DLT) on Google Cloud. DLT pipelines empower data engineers to build reliable.

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BPFAgent: eBPF for Monitoring at DoorDash

DoorDash Engineering

As DoorDash experienced rapid growth over the last few years, we began to see the limits of our traditional methods of monitoring. Metrics, logs, and traces provide vital information about our service ecosystem. But these signals almost entirely rely on application-level instrumentation, which can leave gaps or conflicting semantics across different systems.

Bytes 84
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Data Science Has Changed, Not Died!

KDnuggets

Do we still need data science, or are tools such as ChatGPT taking over the majority of tasks?

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Where’s My Data?—?A Unique Encounter with Flink Streaming’s Kinesis Connector

Lyft Engineering

Where’s My Data — A Unique Encounter with Flink Streaming’s Kinesis Connector For years now, Lyft has not only been a proponent of but also a contributor to Apache Flink. Lyft’s pipelines have evolved drastically over the years , yet, time and time again, we run into unique cases that stretch Flink to its breaking points — this is one of those times.

Data 79
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Modular Orchestration with Databricks Workflows

databricks

Thousands of Databricks customers use Databricks Workflows every day to orchestrate business critical workloads on the Databricks Lakehouse Platform. As is often the.

98
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How to Ensure Supply Chain Security for AI Applications

Cloudera

Machine Learning (ML) is at the heart of the boom in AI Applications, revolutionizing various domains. From powering intelligent Large Language Model (LLM) based chatbots like ChatGPT and Bard , to enabling text-to-AI image generators like Stable Diffusion , ML continues to drive innovation. Its transformative impact advances multiple fields from genetics to medicine to finance.

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LangChain Cheat Sheet

KDnuggets

LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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A Simple (Yet Effective) Approach to Implementing Unit Tests for dbt Models

Towards Data Science

Unit testing dbt models has always been one of the most critical missing pieces of the dbt ecosystem.

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How ActionIQ Integrates with the Databricks Lakehouse Part One: Enable Personalization Without Data Replication

databricks

The Personalization Paradigm: Balancing Business Self-Service and Data Governance Personalization transforms businesses, shaping and reshaping the way brands connect with their audiences. Its.

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Curbing Connection Churn in Zuul

Netflix Tech

By Arthur Gonigberg , Argha C Plaintext Past When Zuul was designed and developed , there was an inherent assumption that connections were effectively free, given we weren’t using mutual TLS (mTLS). It’s built on top of Netty , using event loops for non-blocking execution of requests, one loop per core. To reduce contention among event loops, we created connection pools for each, keeping them completely independent.

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How to Build a Real-Time Recommendation Engine Using Graph Databases

KDnuggets

"You may also like" is a simple phrase that implies a new era in the way businesses interact and connect with their customers, and graph databases can easily help to build recommendation engines.

Database 108
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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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New Accreditations for Cloudera Partners

Cloudera

Remember when we announced our redesigned partner program Cloudera Partner Network (CPN) last year? Our goal was to create a more competency-based approach and more comprehensive tools and support to help partners guide their customers adopting modern data strategies based on the Cloudera hybrid data platform. In addition, CPN helps our partners go to market faster, and provides industry-leading incentives and promotions aligned with partner business and sales models.

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How to Simplify Data Pipelines with DBT and Airflow?

Workfall

Reading Time: 7 minutes In today’s data-driven world, efficient data pipelines have become the backbone of successful organizations. These pipelines ensure that data flows smoothly from various sources to its intended destinations, enabling businesses to make informed decisions and gain valuable insights. Two powerful tools that have emerged to simplify the management of data pipelines are DBT (Data Build Tool) and Airflow.

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AVA Discovery View: Surfacing Authentic Moments

Netflix Tech

By: Hamid Shahid , Laura Johnson , Tiffany Low Synopsis At Netflix, we have created millions of artwork to represent our titles. Each artwork tells a story about the title it represents. From our testing on promotional assets , we know which of these assets have performed well and which ones haven’t. Through this, our teams have developed an intuition of what visual and thematic artwork characteristics work well for what genres of titles.

Media 71
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How to Use ChatGPT to Convert Text into a PowerPoint Presentation

KDnuggets

A speedy way to convert a long text to a short PowerPoint Presentation using only ChatGPT.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Why You Shouldn’t Use Notebooks for Production Data Pipelines

Ascend.io

Jupyter Notebooks have fundamentally revolutionized how data scientists approach their tasks. They offer an unparalleled environment for experimentation and visualization. Yet, there’s an interest in putting notebooks directly into production environments. While it’s great to take the ideas from notebooks and use them in real-world settings, trying to put the entire notebook directly into production as a code artifact can cause problems.

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Best AWS Certifications For Cloud Professionals in 2023

Knowledge Hut

In my early career, I knew that getting certified in AWS would be essential for success. Now that I have obtained multiple AWS certifications, I can vouch for their value to professionals & companies alike. With cloud computing becoming the new norm in today's marketplace, AWS certifications are nothing short of essential. From AWS Certified Solutions Architect to AWS Certified DevOps Engineer, there are many different paths to choose from as per your career goals & skill set.

AWS 52
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How Alex Bank built a real-time banking experience with Confluent

Confluent

Learn how Australia’s Alex Bank leveraged real-time streaming to create a data-driven, customer-focused banking experience.

Banking 52
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KDnuggets News, August 16: Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet

KDnuggets

How to Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet • Data Scientists Need to Specialize to Survive the Tech Winter • Python Vector Databases and Vector Indexes: Architecting LLM Apps • How To Speed Up SQL Queries Using Indexes [Python Edition]

Python 108
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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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PostgreSQL on Amazon RDS to Snowflake: 2 Easy Ways to Integrate Data

Hevo

Are you struggling to connect PostgreSQL on Amazon RDS to Snowflake? Do you find it challenging to integrate the two platforms and leverage the powerful analytics features of Snowflake? You’re not alone. To analyze the vast amounts of data stored in PostgreSQL databases on Amazon RDS, integration with Snowflake becomes a viable solution.

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Best Kubernetes Certifications in 2023

Knowledge Hut

As technology gets more advanced, cloud-native apps become more complicated. We need experts who can handle and set up these apps well. When I started as a new developer, I wasn't sure about learning Kubernetes. But working with different cloud apps showed me how powerful Kubernetes can be in managing and setting up my work. If you're in a similar situation, going for a Kubernetes certification is a great idea.

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How TOCA Football Achieved Their Data Quality GOOOOOOAL! 

Monte Carlo

TOCA Football is a technology enabled experience that helps players elevate their soccer game and is an official training partner of Major League Soccer. Their proprietary training system collects data on every session at a ball-by-ball level giving players the insights they need to take their training, and their game, to the next level. TOCA’s business also needs insights from high-quality data to perform at its peak.

Data 52
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Learn Data Cleaning and Preprocessing for Data Science with This Free eBook

KDnuggets

In this free ebook, readers will learn how to employ data cleaning and preprocessing for data science using the Python ecosystem.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.