Rock the JVM

MAY 11, 2022

Scala generics are a breeze for Java developers, but what about those coming from Python or JavaScript?

Scala 52

Scala Java Python 52

databricks

APRIL 24, 2024

Run SQL, Python & Scala workloads with full data governance & cost-efficient multi-user compute. Unlock the power of Apache Spark™ with Unity Catalog Lakeguard on Databricks Data Intelligence Platform.

Data Governance 131

Data Governance Government Scala SQL 131

Rock the JVM

OCTOBER 30, 2022

This article is for Scala beginners. After you learn the language, the next big thing you need to master is how to write essential “algorithms” in Scala. This tends to make algorithms in Scala quite difficult. This article works identically for Scala 2 and Scala 3. All you need is recursion. map ( row => row.

Scala 40

Scala Algorithm Java Coding 40

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. Read this article to understand what you need to work with Scala.

Scala 40

Scala Java Programming Language Software Engineer 40

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 Engineering Data Engineer 130

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

Snowflake

JUNE 20, 2024

With familiar DataFrame-style programming and custom code execution, Snowpark lets teams process their data in Snowflake using Python and other programming languages by automatically handling scaling and performance tuning. Snowflake customers see an average of 4.6x faster performance and 35% cost savings with Snowpark over managed Spark.

Data Engineering 92

Data Engineering Data Engineer Scala Engineering 92

Snowflake

JUNE 7, 2023

And now with Snowpark we have opened the engine to Python, Java, and Scala developers, who are accelerating development and performance of their workloads, including IQVIA for data engineering, EDF Energy for feature engineering, Bridg for machine learning (ML) processing, and more. This can also be a huge time sink.

Java 59

Java Python Designing Process 59

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

Rock the JVM

APRIL 29, 2020

Master file reading in Scala with ease: compare it to other languages and discover how our simple API approach is almost as straightforward as Python's read()

Scala 52

Scala Python IT 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. Processing files in a Python UDF and Stored Procedure has piqued the interest of our data scientists and paves the way for automation of new, complex data pipelines.”

Unstructured Data 40

Unstructured Data Python Process Scala 40

ThoughtSpot

JANUARY 23, 2024

If you’re new to Snowpark, this is Snowflake ’s set of libraries and runtimes that securely deploy and process non-SQL code including Python, Java, and Scala. Take a look: Sentiment analysis Apply Amazon Beauty product review data to perform sentiment analysis, process data with Snowpark Python, and visualize results via ThoughtSpot.

Scala 113

Scala Programming Language Java Python 113

Knowledge Hut

MAY 2, 2024

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 also supports multiple languages and has APIs for Java, Scala, Python, and R. The Pig has SQL-like syntax and it is easier for SQL developers to get on board easily.

Hadoop 96

Hadoop Scala Datasets Java 96

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

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. Here an example for Python: Fig 1. Number of dependencies in Python applications Looking across languages we have two outliers that have the most amount of dependencies.

Java 98

Java Scala Python Metadata 98

Snowflake

JUNE 28, 2023

What’s New: Snowpark for Python Python’s popularity continues to soar, making it the language of choice for data scientists and the third most popular language overall among developers. General platform updates Multiple Python Version 3.9 & 3.10

Python 52

Python Accessibility Accessible Pipeline-centric 52

Christophe Blefari

FEBRUARY 23, 2024

Is it Java/Scala or Python? Still, I prefer SQL/Python data engineering, as you know me. In order to do it you'll have to write Rust and Python code. SQL data engineer — There's a big discussion in the community about what real data engineering is. Is it DataFrames or SQL? Is it lake or warehouse?

Data Lake 130

Data Lake PostgreSQL MongoDB Scala 130

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. The core is the distributed execution engine and the Java, Scala, and Python APIs offer a platform for distributed ETL application development.

Scala 98

Scala Hadoop Healthcare Big Data 98

Netflix Tech

FEBRUARY 9, 2022

It could be a JAR compiled from Scala, a Python script or module, or a simple SQL file. For example, you may want to build your Scala code and deploy it to an alternative location in S3 while pushing a sandbox version of your workflow that points to this alternative location. scala-workflow ??? setup.py ???

Data Pipeline 82

Data Pipeline Management Scala Python 82

Christophe Blefari

JUNE 21, 2024

you could write the same pipeline in Java, in Scala, in Python, in SQL, etc.—with Here what Databricks brought this year: Spark 4.0 — (1) PySpark erases the differences with the Scala version, creating a first class experience for Python users. (2) —with Databricks you buy an engine. 3) Spark 4.0

Metadata 147

Metadata Data Warehouse BI Scala 147

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

Scott Logic

APRIL 21, 2024

A great deal of new functionality has been added in the Python and PySpark areas. Over 150 SQL functions have been added to the Scala, Python and R APIs, removing the need to specify them using error-prone string literals. A profiler for Python and pandas User Defined Functions helps with fixing performance and memory issues.

Scala 52

Scala Java SQL Python 52

Knowledge Hut

DECEMBER 26, 2023

Introduction to Machine Learning with Python: A Guide for Data Scientists By Andreas C. Some of the reasons why this is one of the best Python for data science books are listed below:- You will learn about the basics of Machine Learning. This book is ideal for those who have already worked with Python.

Data Science 52

Data Science Programming Language Scala R (Programming) 52

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 75

Programming Language Data Science Programming Java 75

Ascend.io

SEPTEMBER 5, 2023

Snowpark’s key benefit is its ability to support coding in languages other than SQL—such as Scala, Java, and Python—without moving data out of Snowflake and, therefore , take full advantage of its powerful capabilities through code. This is crucial for organizations that use both SQL and Python for data processing and analysis.

IT 59

IT Scala Java Programming Language 59

Knowledge Hut

JULY 7, 2023

Python Python is a versatile, high-level programming language known for its readability and simplicity. Python's popularity has been growing steadily, and its ease of use may attract developers who find Java's syntax and complexity daunting.

Java 97

Java Technology Programming Language Scala 97

ProjectPro

JUNE 18, 2021

Why do data scientists prefer Python over Java? Java vs Python for Data Science- Which is better? Which has a better future: Python or Java in 2021? This blog aims to answer all questions on how Java vs Python compare for data science and which should be the programming language of your choice for doing data science in 2021.

Java 52

Java Data Science Python Programming Language 52

Christophe Blefari

JANUARY 14, 2023

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. The idea is not to replace Python but to replace the underlying bindings that are used by Python libraries. With this release you can really mix Python and SQL code.

Python 130

Python Kafka Data Scala 130

Knowledge Hut

JUNE 11, 2024

Although there are many programming languages that can be used to build data science and ML products, Python and R have been the most used languages for the purpose. While Java cannot be as easy as Python, it is fairly beginner-friendly and easy to understand. The majority of code in Java is experimental. Why Java for Data Science?

Java 52

Java Data Science Programming Language Scala 52

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 93

Scala Machine Learning Python Coding 93

Knowledge Hut

DECEMBER 27, 2023

While Go, Kotlin, Python , and TypeScript are the top 4 languages on their list of languages to learn. Python Python is one of the most widely used programming languages, and many school programs in the United States have switched from Java to Python in anticipation of many large organizations switching to Python-based frameworks.

Software Engineer 98

Software Engineer Software Engineering Engineering Programming Language 98

Edureka

AUGUST 2, 2023

Python Python is a flexible programming language renowned for its ease of use, readability, and a large library of functions. Python offers a strong ecosystem for data scientists to carry out activities like data cleansing, exploration, visualization, and modeling thanks to modules like NumPy, Pandas, and Matplotlib.

Programming Language 52

Programming Language Programming Scala Pharmaceutical 52

Data Engineering Podcast

NOVEMBER 20, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Data Lake 130

Data Lake Data Ingestion MongoDB Google Cloud 130

Data Engineering Podcast

NOVEMBER 6, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

MongoDB 130

MongoDB Scala MySQL Machine Learning 130

ProjectPro

FEBRUARY 21, 2023

Python, Java, and Scala knowledge are essential for Apache Spark developers. Various high-level programming languages, including Python, Java , R, and Scala, can be used with Spark, so you must be proficient with at least one or two of them. Creating Spark/Scala jobs to aggregate and transform data.

Scala 52

Scala Programming Language Java Hadoop 52

Data Engineering Podcast

JUNE 12, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Unstructured Data 130

Unstructured Data MongoDB Scala MySQL 130

ProjectPro

FEBRUARY 8, 2023

Scale Existing Python Code with Ray Python is popular among data scientists and developers because it is user-friendly and offers extensive built-in data processing libraries. For analyzing huge datasets, they want to employ familiar Python primitive types. CSV files), in this case, a CSV file in an S3 bucket.

AWS 98

AWS Scala Metadata Data Lake 98