November, 2023

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How I Accelerated my Data Engineering Growth in Early career

Medium Data Engineering

Checkout my other medias I create content: ➡️ GitHub ➡️ My Data Courses (udemy) ➡️ Linkedin ➡️ Subscribe my Newsletter ➡️ Youtube Starting headfirst into the crazy world of Data Engineering is like…

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Use Data Enrichment to Supercharge AI

Precisely

AI transforms how we interact with technology, make decisions, and solve complex problems. It has been at the heart of many innovations over the past two years, powering everything from the chatbots that enhance our customer experiences to the predictive analytics engines that help us make financial decisions. What defines a successful AI initiative, and how can your organization ensure that your investments and hard work deliver maximum value for your organization?

Data 118
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5 End-To-End Data Engineering Projects for FREE

Medium Data Engineering

Data engineering is the backbone of the modern data-driven world.

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What is an Open Table Format? & Why to use one?

Start Data Engineering

1. Introduction 2. What is an Open Table Format (OTF) 3. Why use an Open Table Format (OTF) 3.0. Setup 3.1. Evolve data and partition schema without reprocessing 3.2. See previous point-in-time table state, aka time travel 3.3. Git like branches & tags for your tables 3.4. Handle multiple reads & writes concurrently 4. Conclusion 5. Further reading 6.

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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. They're often developing using prompting, Retrieval Augmented Generation (RAG), and fine-tuning (up to and including Reinforcement Learning with Human Feedback (RLHF)), typically in that order. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are le

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The Roots of Today's Modern Backend Engineering Practices

The Pragmatic Engineer

👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover topics related to Big Tech and startups through the lens of engineering managers and senior engineers. In this article, we cover thee out of nine topics from today’s subscriber-only issue: The Past and Future of Modern Backend Practices.

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Learn Probability in Computer Science with Stanford University for FREE

KDnuggets

Probability is one of the foundational elements of computer science. Some bootcamps will skim over the topic, however, it is integral to your computer science knowledge.

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Patching the PostgreSQL JDBC Driver

Zalando Engineering

Introduction This blog post describes a recent contribution from Zalando to the Postgres JDBC driver to address a long-standing issue with the driver’s integration with Postgres’ logical replication that resulted in runaway Write-Ahead Log (WAL) growth. We will describe the issue, how it affected us at Zalando, and detail the fix made upstream in the JDBC driver that fixes the issue for Debezium and all other clients of the Postgres JDBC driver.

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Creating a bespoke LLM for AI-generated documentation

databricks

We recently announced our AI-generated documentation feature, which uses large language models (LLMs) to automatically generate documentation for tables and columns in Unity.

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A Deep Dive Into Sending With librdkafka

Confluent

Learn how to write code that produces messages via librdkafka, how it will behave during error situations, and how your application should detect and respond to them.

Coding 119
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The Definitive Entity Resolution Buyer’s Guide

Are you thinking of adding enhanced data matching and relationship detection to your product or service? Do you need to know more about what to look for when assessing your options? The Senzing Entity Resolution Buyer’s Guide gives you step-by-step details about everything you should consider when evaluating entity resolution technologies. You’ll learn about use cases, technology and deployment options, top ten evaluation criteria and more.

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Asked to do something illegal at work? Here’s what these software engineers did

The Pragmatic Engineer

The below topic was sent out to full subscribers of The Pragmatic Engineer , three weeks ago, in The Pulse #66. I have received several messages from people asking if they can pay to “unlock” this information for others, given how vital it is for software engineers. It is vital, and so I’m sharing this with all readers, without a paywall.

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Unlocking the Power of Analytics with Dr. Swati Jain

Analytics Vidhya

In this Leading with Data episode, explore the analytics landscape with Dr. Swati Jain, a seasoned leader boasting over two decades of experience. From her unforeseen foray into analytics to steering EXL Analytics’ India business, Dr. Jain imparts invaluable insights into the ever-evolving world of data science. Read on to know more about her career, […] The post Unlocking the Power of Analytics with Dr.

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7 Machine Learning Algorithms You Can’t Miss

KDnuggets

This list of machine learning algorithms is a good place to start your journey as a data scientist. You should be able to identify the most common models and use them in the right applications.

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Source filtering with file sets

Tweag

Sponsored by Antithesis (distributed systems reliability testing experts), I’ve developed a new library to filter local files in Nix which I’d like to introduce! This post requires some familiarity with Nix and its language. So if you don’t know what Nix is yet, take a look first, it’s pretty neat. In this post we’re going to look at what source filtering is, why it’s useful, why a new library was needed for it, and the basics of the new library.

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Data Intelligence Platforms

databricks

The observation that "software is eating the world" has shaped the modern tech industry. Today, software is ubiquitous in our lives, from the.

Data 143
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Why Spatial Data Governance is Critical to Your Business Strategy

Precisely

When speaking to organizations about data integrity , and the key role that both data governance and location intelligence play in making more confident business decisions, I keep hearing the following statements: “For any organization, data governance is not just a nice-to-have! “ “Everyone knows that 80% of data contains location information. Why are you still telling us this, Monica?

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5 Reasons to Attend BUILD 2023: The Dev Conference for AI & Apps

Snowflake

BUILD 2023 is where AI gets real. Join our two-day virtual global conference and learn how to build with the app dev innovations you heard about at Snowflake Summit and Snowday. We have more demos and hands-on virtual labs than ever before—and you won’t find a bunch of slideware here. The focus is on tools and capabilities that are generally available or in public and private preview, so you can leave BUILD and put your new skills into action immediately.

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How to Get a Data Science Job at Top Companies in 2023?

Knowledge Hut

The job market today emphasizes experience as a major criterion. Employers consider experienced professionals better candidates since they provide more value to the company. Are you interested in knowing how to become a data scientist with no experience  but not sure how to go about it? Here you will learn how to get your first data science job. To make t hings easier for you, here is a quick tip.

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5 Free Courses to Master Machine Learning

KDnuggets

Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.

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Separating debug symbols from executables

Tweag

This article aims to introduce and explore the practice of splitting debug symbols away from C/C++ build artifacts to save space and time when building large codebases. Note that we want to retain access to the debug symbols if and when they are needed at a later date, hence we don’t want to merely remove (aka strip ) the debug symbols. 1 This exploration is largely inspired and based on what I have learned in various places around the web, most notably: Improving C++ Builds with Split DWARF, by

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Databricks + Arcion: Real-time enterprise data replication to the Lakehouse

databricks

We are excited to announce that we have completed our acquisition of Arcion, a leading provider for real-time data replication technologies. Arcion’s capabilities w.

Data 135
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What’s New in ArcGIS Pro 3.2

ArcGIS

From oriented imagery to engaging thematic map series, there is something for everyone in this release of ArcGIS Pro 3.2.

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Enhancing the security of WhatsApp calls

Engineering at Meta

New optional features in WhatsApp have helped make calling on WhatsApp more secure. “Silence Unknown Callers” is a new setting on WhatsApp that not only quiets annoying calls but also blocks sophisticated cyber attacks. “Protect IP Address in Calls” is a new setting on WhatsApp that helps hide your location from other parties on the call. Privacy and security are at the core of WhatsApp.

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PySpark (Pandas) UDF?

Medium Data Engineering

บางครั้งเราก็อยาก process อะไรบางอย่างบน PySpark เช่นการ encrypt ข้อมูล หรือแปลงข้อมูลแบบแปลก ๆ ด&

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Tackle computer science problems using both fundamental and modern algorithms in machine learning

KDnuggets

Master algorithms, including deep learning like LSTMs, GRUs, RNNs, and Generative AI & LLMs such as ChatGPT, with Packt's 50 Algorithms Every Programmer Should Know.

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Highest Paying Companies for Software Engineers in 2023

Knowledge Hut

Software engineers, on average, get paid $1,13,781 yearly; however, the pay scale usually varies depending on the job location, employer, and demographics. The amount you earn as a working software professional will depend on the number of years of experience, skillsets you have, and demand for that job position in the industry. Experienced software engineers make up to millions a year, and even freelance software developers can earn up to hundreds of thousands of dollars per project.

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Dialpad Turns to Confluent and StarTree for Real-Time Customer Intelligence

Confluent

Learn how AI-powered customer intelligence platform Dialpad modernized its data infrastructure and improved customer satisfaction rates with Confluent and Startree.

Data 119
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What’s new from the geodatabase team in ArcGIS Pro 3.2

ArcGIS

Here's everything new in ArcGIS Pro 3.2 from the Geodatabase Team. Schema Reports, 64-bit OIDs, Big Integer fields, new date fields, etc.

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Data Quality Score: The next chapter of data quality at Airbnb

Airbnb Tech

By: Clark Wright Introduction These days, as the volume of data collected by companies grows exponentially, we’re all realizing that more data is not always better. In fact, more data, especially if you can’t rely on its quality, can hinder a company by slowing down decision-making or causing poor decisions. With 1.4 billion cumulative guest arrivals as of year-end 2022, Airbnb’s growth pushed us to an inflection point where diminishing data quality began to hinder our data practitioners.

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How To Install OpenCV Python On Windows

Edureka

Computer vision is an interdisciplinary scientific field that deals with how computers can be made to gain high-level understanding from digital images or videos. OpenCV(open source computer vision library) is an open source computer vision and machine learning software library. OpenCV was build to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products.

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Create Stunning Data Viz in Seconds with ChatGPT

KDnuggets

Data scientists love it! See how ChatGPT creates jaw-dropping data viz with just a few words - it's almost unfair how easy it is.

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Harness the Power of Pinecone with Cloudera’s New Applied Machine Learning Prototype

Cloudera

Elevate your AI applications with our latest applied ML prototype At Cloudera, we continuously strive to empower organizations to unlock the full potential of their data, catalyzing innovation and driving actionable insights. And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database.

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5 Social Media Marketing Etiquette Tips

Knowledge Hut

Is your organization active on social media? Whether you work in big business, a charity, the public sector or somewhere else, chances are your organization has or should have social media accounts. That might be YouTube, SlideShare, Pinterest or LinkedIn (or one of many other social networks), and the right channel is going to largely depend on what you want to get out of your engagement with your social media communities.

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