Tue.Feb 07, 2023

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Most Essential 2023 Interview Questions on Data Engineering

Analytics Vidhya

Introduction Data engineering is the field of study that deals with the design, construction, deployment, and maintenance of data processing systems. The goal of this domain is to collect, store, and process data efficiently and efficiently so that it can be used to support business decisions and power data-driven applications. This includes designing and implementing […] The post Most Essential 2023 Interview Questions on Data Engineering appeared first on Analytics Vidhya.

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Ownership and Borrowing in Rust – Data Engineering Gold Mine.

Confessions of a Data Guy

As I started to use Rust on and off, more out of curiosity than anything, I discovered some specs of gold buried down in the depths. Some of the things I’m going to talk about, well … all of it, is probably fairly obvious to most Rust folk, but it’s enjoyable to learn what new […] The post Ownership and Borrowing in Rust – Data Engineering Gold Mine. appeared first on Confessions of a Data Guy.

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Improving Meta’s global maps

Engineering at Meta

A lot has changed since the initial launch of our basemap in late 2020. We’re Meta now, but our mission remains the same: Giving people the power to build community and bring the world closer together. Across Meta, our family of applications (Facebook, Instagram, WhatsApp, among others) are using our basemap to connect people through functions like status updates, location sharing, and location-based searching.

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Learning How to Use ChatGPT to Learn Python (or anything else)

KDnuggets

Let's learn how ChatGPT can help us learn about Python. or really anything at all.

Python 160
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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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What’s New in Apache Kafka 3.4

Confluent

Migrate Kafka clusters from ZooKeeper to KRaft with no downtime (early access), get improvements for Kafka Streams and Kafka Connect, and more.

Kafka 104
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Learn Data Engineering From These GitHub Repositories

KDnuggets

Kickstart your Data Engineering career with these curated GitHub repositories.

More Trending

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Top Posts January 30 – February 5: The ChatGPT Cheat Sheet

KDnuggets

The ChatGPT Cheat Sheet • Learn Machine Learning From These GitHub Repositories • ChatGPT as a Python Programming Assistant • 20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 2

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Databricks Expands Brickbuilder Solutions for Migrations in EMEA

databricks

Today, we're excited to announce that Databricks has expanded Brickbuilder Solutions by collaborating with key partners in Europe, the Middle East, and Africa.

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Use Delta Lake as the Master Data Management (MDM) Source for Downstream Applications

Towards Data Science

In this article, we will try to understand how the output from Delta Lake change feed can be used to feed downstream applications Continue reading on Towards Data Science »

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Best IIT Certificate Courses For Working Professionals in 2023

Edureka

What are online IIT certificate courses for working professionals? The Indian Institute of Technology is a group of the most esteemed universities in India. Students invest a lot of time in preparing for the entrance exam since it is competitive to enrol in this institution. While some motivated students succeed in their examinations, others must settle for their aspirations of becoming IITians.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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How to Build an ELT with Python

Towards Data Science

Extracting, Loading and Transforming Data Continue reading on Towards Data Science »

Python 91
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Blockchain Developer Salary for Freshers and Experienced

Knowledge Hut

Blockchain was first introduced in 2008 and was initially used by the world’s first decentralized cryptocurrency, Bitcoin. A “block” is a permanent mode of storing data that can neither be deleted nor altered. The online community of “miners” are responsible for maintaining it. Several blocks linked together are known as a “Blockchain,” and a Blockchain developer is tasked with designing the protocols, maintaining pre-existing Blockchains and the like.

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Business Policy and Strategic Management: An Encyclopedia

Edureka

Every company aims to be successful and satisfy the desires of all stakeholders and employees. But they can only do this with a clear policy about running the company. All firms must clearly define their objectives and how they can achieve them. There must be clear guidelines about how to operate the business and what regulations they need to follow.

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DevOps Manager Salary in 2023 - Complete Earnings

Knowledge Hut

In the last few years, DevOps has been one of the famous buzzwords in the IT world. This popularity is because more and more IT organizations are adopting DevOps. The most recent report shows that just 10% of businesses used DevOps in 2017, but this percentage increased to 17% in 2018. However, another report by Puppet Labs shows a positive trend of companies adopting DevOps globally.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Difference Between Transportation and Logistics: Key Distinctions!

Edureka

Difference Between Transportation and Logistics: Businesses rely on transportation to move goods and materials from one location to another. It can involve shipping goods by land, sea, or air. Once the goods have been transported to their destination, logistics takes over to ensure that they are stored and distributed correctly. Transportation is vital to any business operation, but it is only a piece of the puzzle.

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Business Analytics vs Data Analytics: Top Differences

Knowledge Hut

Data analysis, statistical models, and other quantitative techniques are used in business analytics (BA), a collection of disciplines and technology. It entails a rigorous, iterative examination of the data within an organization with a focus on statistical analysis to inform decision-making. The study of examining unprocessed data to draw inferences about such information is known as data analytics.

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How to become Azure Data Engineer I Edureka

Edureka

An Azure Data Engineer is responsible for designing, implementing, and maintaining data management and data processing systems on the Microsoft Azure cloud platform. They work with large and complex data sets and are responsible for ensuring that data is stored, processed, and secured efficiently and effectively. Azure Data Engineers use a variety of Azure data services, such as Azure Synapse Analytics, Azure Data Factory, Azure Stream Analytics, and Azure Databricks, to design and implement dat

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Best Books for AWS Cloud Practitioner Exam Prep in 2023

Knowledge Hut

Cloud is one of the trending technologies in the world. Owing to the plenty of benefits it offers, more businesses around the globe are shifting to the cloud platform. The increase in the adoption of cloud services makes it essential for companies to hire cloud professionals to support their initiatives. That is exactly why the demand for cloud certifications is on the rise.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Succeeding in Sales Operations

Confluent

How Confluent’s VP of sales operations grew her career, approaches sales leadership, and success while ensuring DEI and a positive culture.

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How to Learn Cloud Computing in 2023?

Knowledge Hut

A contemporary business solution, cloud computing, enables us to exchange resources directly from a cloud server through the Internet, changing how businesses view their digital infrastructure. Cloud computing is quicker, more affordable, and more effective. As the demand for cloud engineers is increasing, a majority of aspiring cloud engineers inquire about how to learn cloud computing?

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Data Quality Management: 6 Stages For Scaling Data Reliability

Monte Carlo

At Monte Carlo, we like to think of data quality management within the context of physical fitness. You can get in shape with hard work, but staying in shape requires good habits. And above all else it’s a mindset and a lifestyle. You also have to sweat. At least a little bit. No technology, including data observability , can act as a slimming belt toning your data quality while you lay back and relax.

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Agility in Cloud Computing: Key Advantages, Types

Knowledge Hut

How agility in cloud computing is made possible is a key advantage that is frequently addressed. This benefit is substantial and effective. However, the word "agility" is used to refer to two distinct types of advantages; both are real, but one will eventually be judged to have the biggest impact. So, what is cloud agility? It has to do with the quick allocation of computer resources.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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How to Build a Rust WebAssembly Frontend App with Yew Framework?

Workfall

Reading Time: 6 minutes While Rust is known for its backend web development capabilities, the introduction of WebAssembly (Wasm) has enabled the development of rich front-end apps in Rust. With the introduction of WebAssembly, it became possible to build frontend web apps in Rust , such as the one we just built, expanding development opportunities for developers.

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Data Science Cheat Sheets [Complete Collection]

Knowledge Hut

You know what? While learning data science we tend to write code, learn new things, we try to develop ourselves by learning new algorithms, statistical methods, and Concepts. Most of the time, we use Google to search for various information like code syntax, math formulas, etc. And we use it in our code or in Jupyter notebooks and go straight to the next point, forgetting about its use in the next iteration️.

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How We Scaled New Verticals Fulfillment Backend with CockroachDB

DoorDash Engineering

It would be almost impossible to build a scalable backend without a scalable datastore. DoorDash’s expansion from food delivery into new verticals like convenience and grocery introduced a number of new business challenges that would need to be supported by our technical stack. This business expansion not only increased the number of integrated merchants dramatically but also exponentially increased the number of menu items, as stores have much larger and more complicated inventories than typica

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Kubernetes StorageClass: Concepts and Common Operations

Knowledge Hut

With problems like integrity, preservation, replication, and transfer of big data volumes, storage has always been difficult for IT professionals. Even with today's decentralized, container-based systems, these difficulties persist. Kubernetes is the most widely used orchestrator, for containerized workloads. Containers are transitory by nature, which makes it difficult for many different types of workloads to employ them because they use default settings to destroy all stored data.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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How Banks are Using Technologies to Help Underserved Communities

Cloudera

Financial inclusion, defined as the availability and accessibility of financial services to underserved communities, is a critical issue facing the banking industry today. According to the World Bank, 1.7 billion adults around the world do not have access to formal financial services, meaning that they cannot open a bank account or access credit, insurance, or other financial products.

Banking 75
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What is Project Management? Definition, Types, Phases & Scope

Knowledge Hut

Project management is vital for all sorts of businesses. A business or organization must have its project well, meticulously, and methodically handled to be successful in its goal fulfillment. A failed project could mean a disastrous descent of bottom lines. Therefore, every business, in today’s times, is in urgent need of project management teams who understand their role well and are able to carry them out satisfactorily.

Project 52
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How and Why NetSpring is Building the Next Generation of Product Analytics on Snowflake

Snowflake

Event data for tracking a user’s journey has always been important to product analytics—but we’re now seeing changes in how businesses work with and manage their data, including event data. This movement has largely been driven by the disruptive impact of the cloud. The resulting changes to business models and basic technologies spawned next-generation capabilities for practically every category of software, including product analytics.

BI 76
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Getting Started with SAS for Data Science - SAS Data Science Toolkit

Knowledge Hut

Data science has become one of the most promising careers today. A lot of experienced professionals from different fields look to transition into a data science role, while fresh graduates aspire to land their first break into the world of data science. Since almost all data science roles expect a certain level of programming skills, it becomes essential to build familiarity with a specific tool along with the data science fundamentals.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.