Knowledge Hut

MAY 3, 2024

Click here to learn more about sys.argv command line argument in Python. If you search top and highly effective programming languages for Big Data on Google, you will find the following top 4 programming languages: Java Scala Python R Java Java is one of the oldest languages of all 4 programming languages listed here.

Scala 52

Scala Java Python Programming Language 52

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 Engineering 100

Data Engineering Data Engineer Engineering MongoDB 100

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 Engineering Data Engineer 52

Ascend.io

SEPTEMBER 14, 2023

The rise of data-intensive operations has positioned data engineering at the core of today’s organizations. As the demand to efficiently collect, process, and store data increases, data engineers have started to rely on Python to meet this escalating demand. Why Python for Data Engineering?

Data Engineering 52

Data Engineering Data Engineer Python Engineering 52

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 MySQL Scala 100

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 MySQL 130

Cloudera

SEPTEMBER 17, 2020

With growing disparate data across everything from edge devices to individual lines of business needing to be consolidated, curated, and delivered for downstream consumption, it’s no wonder that data engineering has become the most in-demand role across businesses — growing at an estimated rate of 50% year over year.

Data Pipeline 105

Data Pipeline Data Engineering Data Engineer Engineering 105

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 MySQL 147

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 Engineering Data Engineer Coding 100

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 MySQL Scala 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 MySQL Scala Machine Learning 130

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

Cloudera

JANUARY 6, 2021

Python is used extensively among Data Engineers and Data Scientists to solve all sorts of problems from ETL/ELT pipelines to building machine learning models. Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. Introduction.

Machine Learning 134

Machine Learning Data Science Database Building 134

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

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 Engineering 98

Data Engineering Data Engineer Coding Project 98

Netflix Tech

DECEMBER 3, 2022

Languages Over time, the extraction of data from Netflix’s source systems has grown to encompass a wider range of end-users, such as engineers, data scientists, analysts, marketers, and other stakeholders. A large number of our data users employ SparkSQL, pyspark, and Scala. Then we’ll segue into the Scala and R use cases.

Data Pipeline 144

Data Pipeline Scala Metadata Food 144

Data Engineering Podcast

JUNE 19, 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!

Metadata 130

Metadata MongoDB MySQL Scala 130

Data Engineering Weekly

MARCH 31, 2024

[link] Databricks: PySpark in 2023 - A Year in Review Can we safely say PySpark killed Scala-based data pipelines? I’m looking forward to playing around with Testing API and Arrow-optimized UDF since UDF is the only reason I write Scala nowadays. The blog is an excellent overview of all the improvements made to PySpark in 2023.

Data Engineering 62

Data Engineering Data Engineer Engineering Scala 62

Netflix Tech

OCTOBER 23, 2019

Jeremy Smith , Jonathan Indig , Faisal Siddiqi We are pleased to announce the open-source launch of Polynote : a new, polyglot notebook with first-class Scala support, Apache Spark integration, multi-language interoperability including Scala, Python, and SQL, as-you-type autocomplete, and more. which makes heavy use of Scala?—?with

Scala 94

Scala Machine Learning Python Coding 94

Christophe Blefari

JANUARY 14, 2023

Polars—Pandas are freezing Recently influencers are betting that Rust will be the de-facto language in data engineering. The history repeat, we've seen it with Scala, Go or even Julia at some scale. In the end Python and SQL are still here for good. This week Teads shared their engineering hiring process.

Python 130

Python Kafka Data Scala 130

Confluent

APRIL 23, 2019

When it was first created, Apache Kafka ® had a client API for just Scala and Java. At Confluent, we have an engineering team dedicated to the development of these Kafka clients. Since then, the Kafka client API has been developed for many other programming languages which enables you to pick the language you want.

Programming Language 102

Programming Language Kafka Programming Scala 102

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

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

Rock the JVM

MAY 22, 2023

This article is all about choosing the right Scala course for your journey. How should I get started with Scala? Do you have any tips to learn Scala quickly? How to Learn Scala as a Beginner Scala is not necessarily aimed at first-time programmers. Which course should I take?

Scala 52

Scala Java Programming Language Programming 52

AltexSoft

OCTOBER 30, 2021

Was Nikola Tesla a scientist or engineer? These men didn’t stop at scientific research and ended up conceptualizing or engineering their inventions. Engineers are not only the ones bearing helmets and operating on construction sites. Data science vs data engineering. Here, data scientists are supported by data engineers.

Data Engineering 98

Data Engineering Data Engineer Engineering Machine Learning 98

Data Engineering Podcast

SEPTEMBER 11, 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. Sifflet also offers a 2-week free trial.

Data Pipeline 130

Data Pipeline Building MongoDB MySQL 130

Netflix Tech

FEBRUARY 9, 2022

Let’s define some requirements that we are interested in delivering to the Netflix data engineers or anyone who would like to schedule a workflow with some external assets in it. It could be a JAR compiled from Scala, a Python script or module, or a simple SQL file. scala-workflow ??? setup.py ??? build.gradle ???

Data Pipeline 84

Data Pipeline Management Scala Python 84

Snowflake

SEPTEMBER 7, 2023

Snowpark is the set of libraries and runtimes that enables data engineers, data scientists and developers to build data engineering pipelines, ML workflows, and data applications in Python, Java, and Scala. Airbyte enables customers to continuously load data from external APIs and databases into Snowflake.

Amazon Web Services 121

Amazon Web Services AWS Government Python 121

Knowledge Hut

JANUARY 18, 2024

The role requires extensive knowledge of data science languages like Python or R and tools like Hadoop, Spark, or SAS. Start by learning the best language for data science, such as Python. For example, use your skills to analyze different data types or try out a new tool like R or Python.

Programming Language 98

Programming Language Data Science Programming Java 98

Uber Engineering

FEBRUARY 2, 2017

At Uber Engineering, our open source distributed tracing system Jaeger saw large-scale internal adoption throughout 2016, integrated into hundreds … The post Evolving Distributed Tracing at Uber Engineering appeared first on Uber Engineering Blog.

Engineering 110

Engineering Architecture Systems Scala 110

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.

Hadoop 98

Hadoop Scala Healthcare Big Data 98

Data Engineering Podcast

OCTOBER 28, 2018

Matthew Seal is one of the primary engineers who has been tasked with building the tools and practices that allow the various data oriented roles to unify their work around notebooks. At Netflix they had the crazy idea that perhaps that last step isn’t necessary, and the production workflows can just run the notebooks directly.

Scala 100

Scala Python Data Engineering Data Engineer 100

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 87

Engineering Raw Data Data Science Machine Learning 87

Data Engineering Podcast

APRIL 29, 2018

Preamble Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline you’ll need somewhere to deploy it, so check out Linode.

Business Intelligence 100

Business Intelligence Scala Hadoop Machine Learning 100

Snowflake

DECEMBER 20, 2023

To expand the capabilities of the Snowflake engine beyond SQL-based workloads, Snowflake launched Snowpark , which added support for Python, Java and Scala inside virtual warehouse compute. You can read more about their experience with Snowpark Container Services in this two-part blog series ( part 1 , part 2 ).

Scala 121

Scala Government Java Cloud 121

Data Engineering Podcast

MAY 27, 2018

Rather than duplicating the efforts of other engineers it might be best to use a hosted service to handle the plumbing so that you can focus on the parts that actually matter for your business. It’s easy to get one started but difficult to manage as new requirements are added and greater scalability becomes necessary.

Data Pipeline 100

Data Pipeline MongoDB Google Cloud Scala 100

Data Engineering Podcast

JULY 31, 2022

The Arkouda project is a Python interface built on top of the Chapel compiler to bring back those interactive speeds for exploratory analysis on horizontally scalable compute that parallelizes operations on large volumes of data. If you’re a data engineering podcast listener, you get credits worth $5,000 when you become a customer.

Data Analysis 100

Data Analysis MongoDB Algorithm MySQL 100