Advancing Analytics: Data Engineering

APRIL 23, 2020

The thought of learning Scala fills many with fear, its very name often causes feelings of terror. The truth is Scala can be used for many things; from a simple web application to complex ML (Machine Learning). The name Scala stands for “scalable language.” So what companies are actually using Scala?

Scala 52

Scala Big Data Data Engineer Data Engineering 52

Knowledge Hut

DECEMBER 27, 2023

What will be the key skills for a software engineer in 2024? The top software developers stand out from the crowd thanks to their extensive technical skills as software engineers. Thus, to become a highly sought-after software developer, you must increase and update the technical skills required for software engineering.

Software Engineering 98

Software Engineering Software Engineer Engineering Programming Language 98

Cloudera

JULY 13, 2021

After the launch of CDP Data Engineering (CDE) on AWS a few months ago, we are thrilled to announce that CDE, the only cloud-native service purpose built for enterprise data engineers, is now available on Microsoft Azure. . Prerequisites for deploying CDP Data Engineering on Azure can be found here. Easy job deployment.

Data Engineer 126

Data Engineer Data Engineering Engineering Pipeline-centric 126

Data Engineering Podcast

JULY 10, 2022

Summary Building and maintaining reliable data assets is the prime directive for data engineers. In order to make this a tractable problem it is essential that engineers embrace automation at every opportunity. If you’re a data engineering podcast listener, you get credits worth $5,000 when you become a customer.

Data Engineer 100

Data Engineer Data Engineering Engineering MongoDB 100

Confessions of a Data Guy

APRIL 15, 2023

PySpark is the abstraction that lets a bazillion Data Engineers forget about that blight Scala and cuddle their wonderfully soft and ever-kind Python code, while choking down gobs of data like some Harkonnen glutton. One of those things to hate and love, well … kinda hard not to love.

Scala 130

Scala Python Data Engineer Data Engineering 130

Edureka

AUGUST 29, 2024

The responsibilities of a data engineer imply that the person in this role designs, creates, develops, and maintains systems and architecture that allow them to collect, store, and interpret data. What Does a Data Engineer Do? Data engineers play a paramount role in the organization by transforming raw data into valuable insights.

Data Engineer 40

Data Engineer Data Engineering Engineering Generalist 40

Data Engineering Podcast

JULY 17, 2022

Summary Data engineering is a large and growing subject, with new technologies, specializations, and "best practices" emerging at an accelerating pace. Sign up free… or just get the free t-shirt for being a listener of the Data Engineering Podcast at dataengineeringpodcast.com/rudder. why not a data science podcast?

Data Engineer 100

Data Engineer Data Engineering Engineering MongoDB 100

Snowflake

JUNE 7, 2023

To run a diverse set of workloads with minimal operational burden, Snowflake built an intelligent engine that plans and optimizes the execution of concurrent workloads using a multi-clustered, shared data architecture. Snowpark execution The first decision was to decide where Python or other language processing would run.

Java 59

Java Python Designing Process 59

Data Engineering Podcast

OCTOBER 30, 2022

It’s hard to have a conversation about data engineering or analysis without mentioning it. Datafold built automated regression testing to help data and analytics engineers deal with data quality in their pull requests. If you’re a data engineering podcast listener, you get credits worth $5,000 when you become a customer.

Engineering 100

Engineering MongoDB Scala MySQL 100

Rock the JVM

NOVEMBER 6, 2022

This article is for aspiring Scala developers. As the Scala ecosystem matures and evolves, this is the best time to become a Scala developer, and in this piece you will learn the essential tools that you should master to be a good Scala software engineer. Akka) and big data (e.g. Apache Spark).

Scala 40

Scala Java Programming Language Software Engineering 40

Monte Carlo

OCTOBER 31, 2024

One job that has become increasingly popular across enterprise data teams is the role of the AI data engineer. Demand for AI data engineers has grown rapidly in data-driven organizations. But what does an AI data engineer do? AI data engineers play a critical role in developing and managing AI-powered data systems.

Data Engineer 52

Data Engineer Data Engineering Engineering Unstructured Data 52

Knowledge Hut

NOVEMBER 17, 2023

The demand for data-related professions, including data engineering, has indeed been on the rise due to the increasing importance of data-driven decision-making in various industries. Becoming an Azure Data Engineer in this data-centric landscape is a promising career choice. Who is an Azure Data Engineer?

Data Engineer 52

Data Engineer Data Engineering Engineering Scala 52

Knowledge Hut

NOVEMBER 28, 2023

The contemporary world experiences a huge growth in cloud implementations, consequently leading to a rise in demand for data engineers and IT professionals who are well-equipped with a wide range of application and process expertise. Data Engineer certification will aid in scaling up you knowledge and learning of data engineering.

Data Engineer 52

Data Engineer Data Engineering Engineering Generalist 52

Knowledge Hut

JUNE 20, 2023

A novice data scientist prepared to start a rewarding journey may need clarification on the differences between a data scientist and a machine learning engineer. Let's find out the differences between a data scientist and a machine learning engineer below to make an informative decision.

Machine Learning 52

Machine Learning Data Engineer Data Engineering Engineering 52

Knowledge Hut

SEPTEMBER 24, 2024

We are all aware of how quickly technology is changing the world and that a career as a software engineer will always provide you with new opportunities as you acquire experience and develop your technical skills and abilities. But is software engineering a good career? What is Software Engineering?

Software Engineering 52

Software Engineering Software Engineer Engineering Programming Language 52

Christophe Blefari

FEBRUARY 23, 2024

This week I've participated to a round table about data and did a cool presentation about Engines. The idea was to depict the history of engines over the last 40 years and what leads to polars and DuckDB. Engines evolution (me) There are 3 points that have triggered discussion about the visualisation I done What about Arrow?

Data Lake 130

Data Lake PostgreSQL MongoDB Scala 130

Knowledge Hut

MARCH 13, 2024

However, I can give you an insight into my part as an AI engineer in the process. That being said, I did not initially start as an AI engineer. To get this position, I enrolled in a comprehensive AI certification to land a role as an AI engineer. This article will discuss all the skills required to become an AI engineer.

Engineering 52

Engineering Programming Language Scala Algorithm 52

Christophe Blefari

JUNE 21, 2024

One way to read data platforms When we look at platforms history what characterises evolution is the separation (or not) between the engine and the storage. A UX where you buy a single tool combining engine and storage, where all you have to do is flow data in, write SQL, and it's done. —with Databricks you buy an engine.

Metadata 147

Metadata Data Warehouse BI Scala 147

Knowledge Hut

DECEMBER 26, 2023

In today’s AI-driven world, Data Science has been imprinting its tremendous impact, especially with the help of the Python programming language. Owing to its simple syntax and ease of use, Python for Data Science is the go-to option for both freshers and working professionals. This image depicts a very gh-level pipeline for DS.

Data Science 92

Data Science Python Programming Language Portfolio 92

Knowledge Hut

MARCH 20, 2024

These AI systems are designed and developed by artificial intelligence engineers. To give you a brief idea, AI engineers design, create, and implement complex algorithms to make machines act and work like humans. Well, as an AI engineer , that's what my work looks like. to optimize backend applications.

Engineering 52

Engineering NoSQL Programming Language Deep Learning 52

Knowledge Hut

MARCH 20, 2024

Technology is advancing so quickly that there will always be chances in tech industries like software engineering for employment and financial gain. There are always positions available for software engineers who perform various duties and responsibilities in multiple businesses. Who is a Software Engineer?

Software Engineering 52

Software Engineering Software Engineer Engineering Java 52

Snowflake

JULY 10, 2023

Announced at Summit, we’ve recently added to Snowpark the ability to process files programmatically, with Python in public preview and Java generally available. Data engineers and data scientists can take advantage of Snowflake’s fast engine with secure access to open source libraries for processing images, video, audio, and more.

Unstructured Data 40

Unstructured Data Python Process Scala 40

Knowledge Hut

JUNE 26, 2023

Welcome to the world of data engineering, where the power of big data unfolds. If you're aspiring to be a data engineer and seeking to showcase your skills or gain hands-on experience, you've landed in the right spot. Companies are constantly seeking experienced data engineers who can create innovative data engineering initiatives.

Data Engineer 98

Data Engineer Data Engineering Coding Project 98

Knowledge Hut

MAY 2, 2024

But at last, 5 years or so with Apache Spark gaining more ground, demand for MapReduce as the processing engine has reduced. Also, there is no interactive mode available in MapReduce Spark has APIs in Scala, Java, Python, and R for all basic transformations and actions. It can also run on YARN or Mesos.

Hadoop 96

Hadoop Scala Datasets Java 96

Zalando Engineering

APRIL 12, 2023

Some teams use tools like dependabot , scala-steward that create pull requests in repositories when new library versions are available. The data set is available in our data lake and thus can be easily queried and visualized by any engineer. Here an example for Python: Fig 1. For Python it's jupyter (2.5x What are SBOMs?

Java 98

Java Scala Python Metadata 98

Snowflake

JUNE 28, 2023

Since its launch two years ago, Snowpark has been empowering data scientists, data engineers, and application developers to streamline their architectures, accelerate development, and boost the performance of data engineering and ML/AI workloads on Snowflake. General platform updates Multiple Python Version 3.9 & 3.10

Python 52

Python Accessibility Accessible Pipeline-centric 52

Data Engineering Podcast

JULY 16, 2021

This is particularly important in large and complex organizations where domain knowledge and context is paramount and there may not be access to engineers for codifying that expertise. Atlan is a collaborative workspace for data-driven teams, like Github for engineering or Figma for design teams.

High Quality Data 100

High Quality Data Data Engineer Data Engineering Coding 100

Knowledge Hut

SEPTEMBER 26, 2023

The demand for knowledgeable data engineers that can plan, create, and maintain sophisticated data infrastructure is growing as the amount of data created by enterprises continues to increase dramatically. The success of our career as an Azure Data Engineer depends on our ability to master several different talents.

Certification 52

Certification Data Engineer Data Engineering Engineering 52

Knowledge Hut

MAY 3, 2024

Spark offers over 80 high-level operators that make it easy to build parallel apps and one can use it interactively from the Scala, Python, R, and SQL shells. It’s also called a Parallel Data processing Engine in a few definitions. You can combine these libraries seamlessly in the same application.

Scala 98

Scala Hadoop Healthcare Big Data 98

Knowledge Hut

APRIL 25, 2023

The tremendous growth in data generation, then the rise in data engineer jobs - there’s no arguing the fact that the big data industry is at its best pace and you, as an aspiring data engineer, have a lot to learn and make out of it - including some tools! While they go about it - enter big data data engineer tools.

Data Engineer 52

Data Engineer Data Engineering Engineering Google Cloud 52

Knowledge Hut

JUNE 16, 2023

On the bright side, it provides assured AI engineer careers for those with the necessary skills. So, what are the initial steps for becoming an Artificial Intelligence Engineer? And what AI engineer career options are available in the vast field of Artificial Intelligence? AI Engineer Career Opportunities?

Engineering 52

Engineering Deep Learning Software Engineering Programming Language 52

Monte Carlo

JULY 27, 2023

These specialists are also commonly referred to as data reliability engineers. To be successful in their role, data quality engineers will need to gather data quality requirements (mentioned in 65% of job postings) from relevant stakeholders. Interestingly, only 43% specifically mention resolving the data quality issues that do arise.

Engineering 52

Engineering Healthcare Data Warehouse Scala 52

Data Engineering Podcast

NOVEMBER 20, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. Closing Announcements Thank you for listening!

Data Lake 130

Data Lake Data Ingestion MongoDB Google Cloud 130

Data Engineering Podcast

NOVEMBER 6, 2022

Summary Despite the best efforts of data engineers, data is as messy as the real world. Datafold built automated regression testing to help data and analytics engineers deal with data quality in their pull requests. If you’re a data engineering podcast listener, you get credits worth $5,000 when you become a customer.

MongoDB 130

MongoDB Scala MySQL Machine Learning 130

Snowflake

MARCH 30, 2023

Collecting, cleaning, and organizing data into a coherent form for business users to consume are all standard data modeling and data engineering tasks for loading a data warehouse. Feature engineering: Data is transformed to support ML model training. “The features you use influence more than everything else the result.

Engineering 84

Engineering Raw Data Data Science Machine Learning 84

Edureka

FEBRUARY 9, 2023

Azure Data Engineering is a rapidly growing field that involves designing, building, and maintaining data processing systems using Microsoft Azure technologies. As a certified Azure Data Engineer, you have the skills and expertise to design, implement and manage complex data storage and processing solutions on the Azure cloud platform.

Data Engineer 52

Data Engineer Data Engineering Engineering Amazon Web Services 52

Data Engineering Podcast

JUNE 12, 2022

From a data engineering perspective that often means things like JSON files, audio or video recordings, images, etc. Sign up free… or just get the free t-shirt for being a listener of the Data Engineering Podcast at dataengineeringpodcast.com/rudder. Summary Unstructured data takes many forms in an organization.

Unstructured Data 130

Unstructured Data MongoDB Scala MySQL 130