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

Knowledge Hut

JUNE 26, 2023

Top Data Engineering Projects with Source Code Data engineers make unprocessed data accessible and functional for other data professionals. Source Code: Stock and Twitter Data Extraction Using Python, Kafka, and Spark 2. Source: Use Python to Scrape Real Estate Listings and Make a Dashboard 3.

Data Engineer 98

Data Engineer Data Engineering Coding Project 98

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

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 Engineering 40

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. Code is compiled for the execution plan.

Java 59

Java Python Designing Process 59

AltexSoft

OCTOBER 26, 2023

Recent advancements in artificial intelligence (AI) have introduced smart tools revolutionizing coding. This article will define AI coding, explore its main benefits and features, and evaluate five notable AI coding tools. What is AI coding? Boosted productivity.

Coding 52

Coding Programming Language Deep Learning Java 52

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

Data Engineering Podcast

JULY 16, 2021

Rather than locking your business logic into a proprietary storage layer and only exposing it through a drag-and-drop editor Prophecy synchronizes all of your jobs with source control, allowing an easy bi-directional interaction between code first and no-code experiences. Closing Announcements Thank you for listening!

High Quality Data 100

High Quality Data Data Engineer Data Engineering Coding 100

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. Predictive churn analysis Use Snowflake, Snowpark Python, and machine learning in ThoughtSpot to uncover insights that guide strategic decisions.

Scala 113

Scala Programming Language Java Python 113

U-Next

AUGUST 8, 2022

Tech jargon on one side, the most famous question of India’s tech world is “Does Data Science require coding” and here’s your much-awaited answer. Introduction to Does Data Science Require Coding? A prevalent misperception about the Data Science job path is “ Does Data Science require coding and computer algorithms knowledge?”

Data Science 40

Data Science Coding Programming Language Scala 40

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

JANUARY 18, 2024

The role requires extensive knowledge of data science languages like Python or R and tools like Hadoop, Spark, or SAS. At the same time, computer science has traditionally focused on algorithms, coding, and software[development processes, data science focuses on extracting meaning from data using systematic methods.

Programming Language 98

Programming Language Data Science Programming Java 98

Christophe Blefari

FEBRUARY 23, 2024

Is it Java/Scala or Python? Still, I prefer SQL/Python data engineering, as you know me. You can get a ticket with at 40% discount with the following promo code: mlops-blef-40. In order to do it you'll have to write Rust and Python code. Is it DataFrames or SQL? Is it lake or warehouse?

Data Lake 130

Data Lake PostgreSQL MongoDB Scala 130

Christophe Blefari

JUNE 21, 2024

you could write the same pipeline in Java, in Scala, in Python, in SQL, etc.—with Store and run whatever you want on Snowflake — They bring a serverless / container philosophy to Snowflake as you will be able to store your AI models , run pandas code or any container. —with Databricks you buy an engine.

Metadata 147

Metadata Data Warehouse BI Scala 147

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

Snowflake

JUNE 28, 2023

At this year’s Summit, we are excited to announce a series of advancements to Snowpark runtimes and libraries, making the deployment and processing of non-SQL code in Snowflake even simpler, faster, and more secure. Snowpark — Set of libraries and runtimes for secure deployment and processing of non-SQL code on the Snowflake Data Cloud.

Python 52

Python Accessibility Accessible Pipeline-centric 52

Knowledge Hut

MAY 2, 2024

MapReduce is written in Java and the APIs are a bit complex to code for new programmers, so there is a steep learning curve involved. 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

JULY 7, 2023

These very qualities gave rise to the need for reusability of code, version control, and other tools for Java developers. With the functionality of writing asynchronous code, Java future has made it easier for coders to write multithread applications without worrying about presentation.

Java 97

Java Technology Programming Language Scala 97

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. At the same time, computer science has traditionally focused on algorithms, coding, and software[development processes, data science focuses on extracting meaning from data using systematic methods.

Programming Language 75

Programming Language Data Science Programming Java 75

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. It can be generated for an application based on its source code or extracted from a Docker container. Here an example for Python: Fig 1. For Python it's jupyter (2.5x What are SBOMs?

Java 98

Java Scala Python Metadata 98

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

Netflix Tech

FEBRUARY 9, 2022

any business logic code in a raw (e.g. Or what if Alice wanted to add new backup functionality and she accidentally broke existing code while updating it? It could be a JAR compiled from Scala, a Python script or module, or a simple SQL file. scala-workflow ??? SQL) or compiled (e.g. data pipeline ?—?a setup.py ???

Data Pipeline 82

Data Pipeline Management Scala Python 82

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. But Snowpark has catalyzed a significant paradigm shift.

IT 59

IT Scala Java Programming Language 59

Knowledge Hut

DECEMBER 27, 2023

Software is made up of carefully planned instructions and code that are created by programmers using numerous specific computer languages. While Go, Kotlin, Python , and TypeScript are the top 4 languages on their list of languages to learn. Knowing how to code is another crucial factor.

Software Engineering 98

Software Engineering Software Engineer Engineering Programming Language 98

Data Engineering Podcast

NOVEMBER 20, 2022

Modern data teams are dealing with a lot of complexity in their data pipelines and analytical code. Datafold shows how a change in SQL code affects your data, both on a statistical level and down to individual rows and values before it gets merged to production. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Data Lake 130

Data Lake Data Ingestion MongoDB Google Cloud 130

Scott Logic

APRIL 21, 2024

A great deal of new functionality has been added in the Python and PySpark areas. In addition, errors now contain industry standard SQLSTATE error codes. 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.

Scala 52

Scala Java SQL Python 52

Knowledge Hut

SEPTEMBER 24, 2024

Can use Selenium API with programming languages like Java, C#, Ruby, Python, Perl PHP, Javascript, R, etc. Ranorex Webtestit: A lightweight IDE optimized for building UI web tests with Selenium or Protractor It generates native Selenium and Protractor code in Java and Typescript respectively. Supports cross-browser testing.

Java 98

Java Programming Language Pipeline-centric Database-centric 98

ProjectPro

FEBRUARY 8, 2023

When Glue receives a trigger, it collects the data, transforms it using code that Glue generates automatically, and then loads it into Amazon S3 or Amazon Redshift. You can produce code, discover the data schema, and modify it. For analyzing huge datasets, they want to employ familiar Python primitive types.

AWS 98

AWS Scala Metadata Data Lake 98

Data Engineering Podcast

NOVEMBER 6, 2022

Sign up free at dataengineeringpodcast.com/rudder Modern data teams are dealing with a lot of complexity in their data pipelines and analytical code. Datafold shows how a change in SQL code affects your data, both on a statistical level and down to individual rows and values before it gets merged to production.

MongoDB 130

MongoDB Scala MySQL Machine Learning 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. Where Does Java Fit In?

Java 52

Java Data Science Programming Language Scala 52

Netflix Tech

DECEMBER 3, 2022

One of the main reasons this feature exists is just like with food samples, to give you “a taste” of the production quality ETL code that you could encounter inside the Netflix data ecosystem. " , country_code STRING COMMENT "Country code of the playback session." This is one way to build trust with our internal user base.

Data Pipeline 144

Data Pipeline Scala Metadata Food 144

Towards Data Science

NOVEMBER 6, 2024

However, this ability to remotely run client applications written in any supported language (Scala, Python) appeared only in Spark 3.4. Some code examples will be specific to this environment. For each Spark client application, we build only one JAR file containing the application code and specific dependencies.

Scala 66

Scala Java AWS Coding 66

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

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

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

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. For security reasons, the user’s code in the Snowpark sandbox is locked by default from accessing the public internet.

Amazon Web Services 118

Amazon Web Services AWS Government Python 118

Towards Data Science

DECEMBER 24, 2023

It takes python/java/scala/R/SQL and converts that code into a highly optimized set of transformations. collect() : bring the DataFrame into memory as a python list.show() : print the first n rows of your DataFrame.count() : get the number of rows of your DataFrame.first() : get the first row of your DataFrame.

Scala 78

Scala SQL Java Python 78