7 Python Libraries Every Data Engineer Should Know
KDnuggets
APRIL 25, 2024
Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.
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KDnuggets
APRIL 25, 2024
Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.
Confessions of a Data Guy
FEBRUARY 26, 2023
Someone on Linkedin recently brought up the point that companies could save gobs of money by swapping out AWS Python lambdas for Rust ones. While it raised the ire of many a Python Data Engineer, I thought it sounded like a great idea. At least it’s an excuse to […] The post AWS Lambdas – Python vs Rust.
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Snowflake
APRIL 17, 2024
Yet while SQL applications have long served as the gateway to access and manage data, Python has become the language of choice for most data teams, creating a disconnect. Recognizing this shift, Snowflake is taking a Python-first approach to bridge the gap and help users leverage the power of both worlds.
How to Optimize the Developer Experience for Monumental Impact
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Understanding User Needs and Satisfying Them
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know
Leading the Development of Profitable and Sustainable Products
Analytics Vidhya
FEBRUARY 6, 2023
Introduction While working with multiple projects, there are chances of issues with versions of packages in python; for example, a project needs a new version of a package, and another requires a different version. Sometimes the python version itself changes from project to project.
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?
Engineering at Meta
FEBRUARY 12, 2024
By now you’re already aware that Python 3.12 Learn how and why they built these new features for Python and how they worked with and engaged with the Python community. The post Meta loves Python appeared first on Engineering at Meta. has been released. Send us feedback on Instagram , Threads , or X.
KDnuggets
MARCH 15, 2022
This article discusses and demonstrates how to quickly engineer some common date features using Python.
Confessions of a Data Guy
MAY 2, 2024
When it comes to debugging […] The post Reading and Processing JSON with Rust vs Python. I’ve found I like being explicit and verbose when writing code, rather than being vague in what I’m doing most of the time. appeared first on Confessions of a Data Guy.
Engineering at Meta
NOVEMBER 21, 2023
Python plays a big part at Meta. Meta even made contributions to Python 3.12 , the latest version of Python. On this episode of the Meta Tech Podcast , Meta engineer Pascal Hartig ( @passy ) is joined by Amethyst Reese, a production engineer at Meta, to discuss all things Python at Meta.
Confessions of a Data Guy
FEBRUARY 25, 2024
I love to write Rust … but I deploy Python. Even when I know I […] The post Why I Love Rust, but Deploy Python appeared first on Confessions of a Data Guy. I’m not sure if others have this same problem, maybe they are lucky, they get to build in their favorite language 24/7, it’s their tool of choice.
Confessions of a Data Guy
MARCH 25, 2024
Ever wondered how to build and end-to-end project for an Open Source Python Package that gets published to PYPI? link] The post How To Build and Open Source PYPI Python Package appeared first on Confessions of a Data Guy.
KDnuggets
MAY 16, 2024
This guide introduces some key techniques in the feature engineering process and provides practical examples in Python.
Simon Späti
OCTOBER 19, 2022
Will Rust kill Python for Data Engineers? But then again, you have to ask: was Python made for Data Engineering in the first place? Rust may not replace Python outright, but it has consumed more and more of JavaScript tooling and there are increasingly many projects trying to do the same with Python/Data Engineering.
Simon Späti
OCTOBER 19, 2022
Will Rust kill Python for Data Engineers? But then again, you have to ask: was Python made for Data Engineering in the first place? Rust may not replace Python outright, but it has consumed more and more of JavaScript tooling and there are increasingly many projects trying to do the same with Python/Data Engineering.
Analytics Vidhya
FEBRUARY 6, 2023
This ensures easy […] The post What are Data Access Object and Data Transfer Object in Python? Especially while working with databases, it is often considered a good practice to follow a design pattern. appeared first on Analytics Vidhya.
Knowledge Hut
FEBRUARY 1, 2024
Variables in Python are fundamental containers used for storing and manipulating data in a program. In Python programming, variables are the backbone of data manipulation and program logic. Mastering Python variables is essential, as they are fundamental to developing efficient and dynamic programming solutions.
Christophe Blefari
JANUARY 20, 2024
Learn data engineering, all the references ( credits ) This is a special edition of the Data News. But right now I'm in holidays finishing a hiking week in Corsica 🥾 So I wrote this special edition about: how to learn data engineering in 2024. The idea is to create a living reference about Data Engineering.
Snowflake
OCTOBER 23, 2023
One of our goals at Snowflake is to ensure we continue to deliver a best-in-class platform for Python developers. Snowflake customers are already harnessing the power of Python through Snowpark , a set of runtimes and libraries that securely deploy and process non-SQL code directly in Snowflake.
Knowledge Hut
JANUARY 3, 2024
How To Use Python For Data Visualization? Python has now emerged as the go-to language in data science , and it is one of the essential skills required in data science. Python libraries for data visualization are designed with their specifications. Here are the steps to use Python for data visualization.
Knowledge Hut
APRIL 23, 2024
Software engineering is a rapidly growing field with vast career opportunities. With emerging technologies like AI, machine learning, and blockchain, the demand for software engineers has skyrocketed. These levels consist of junior engineer, engineer, and senior engineer.
Towards Data Science
OCTOBER 21, 2023
Advanced ETL techniques for beginners Continue reading on Towards Data Science »
Engineering at Meta
AUGUST 15, 2023
Instagram has introduced Immortal Objects – PEP-683 – to Python. At Meta, we use Python (Django) for our frontend server within Instagram. Immortal Objects for Python This problem of state mutation of shared objects is at the heart of how the Python runtime works.
Analytics Vidhya
FEBRUARY 20, 2023
This blog is a tutorial for building intuitive frontend interfaces for Machine Learning models using two popular open-source libraries […] The post Streamlit vs Gradio – A Guide to Building Dashboards in Python appeared first on Analytics Vidhya.
Data Engineering Podcast
JULY 2, 2023
Summary Feature engineering is a crucial aspect of the machine learning workflow. In this episode Razi Raziuddin shares how data engineering teams can support the machine learning workflow through the development and support of systems that empower data scientists and ML engineers to build and maintain their own features.
Waitingforcode
FEBRUARY 3, 2023
In this blog post I'll share with you a list of Java and Scala classes I use almost every time in data engineering projects. The part for Python will follow next week! We all have our habits and as programmers, libraries and frameworks are definitely a part of the group.
Jesse Anderson
DECEMBER 12, 2022
Apache Spark came in 2009 and gave a unified batch and streaming engine. Apache Flink came in 2011 and gave us our first real streaming engine. As clearly evident as that sounds now, my writing about needing data engineering went heavily against the grain of everything that was written at the time.
Knowledge Hut
DECEMBER 22, 2023
Over the years, Python language has evolved enormously with the contribution of developers. Python is one of the most popular programming languages. For this feature, Python encloses certain code editors and python IDEs used for software development say, Python itself. What is Python IDE?
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.
Knowledge Hut
FEBRUARY 29, 2024
A python full stack developer is a professional software engineer who can develop websites and applications on the front-end and the back-end (also known as client-end and server-end). While some well-known back-end technical stacks are PHP, C, Java, MongoDB, SQL, Python, etc. LPA Full Stack Engineer ₹ 7.4 LPA Delhi ₹ 1.3
Data Engineering Weekly
MARCH 17, 2024
As you know, I’m fascinated by data products and the potential to change the data engineering practice. link] Mikkel Dengsøe: The cost of data incidents Mikkel is one of my favorite authors in the data engineering space, who always brings a unique perspective. Watch out, aldefi.io , for more updates.
Start Data Engineering
JANUARY 12, 2023
Singleton, & Object pool patterns Python helpers 1. Introduction Sample project Code design patterns 1. Functional design 2. Factory pattern 3. Strategy pattern 4. Dataclass 3. Context Managers 4. Testing with pytest 5.
Analytics Vidhya
JUNE 20, 2023
Traditional data engineering solutions, such as Apache Airflow, have played an important role in orchestrating and controlling data operations in order to tackle these difficulties.
Knowledge Hut
NOVEMBER 28, 2023
Software engineers, on average, get paid $1,13,781 yearly; however, the pay scale usually varies depending on the job location, employer, and demographics. Experienced software engineers make up to millions a year, and even freelance software developers can earn up to hundreds of thousands of dollars per project.
databricks
NOVEMBER 7, 2023
have brought an exciting feature to the table: Python user-defined table functions (UDTFs). Apache Spark™ 3.5 and Databricks Runtime 14.0 In this blog p.
Knowledge Hut
DECEMBER 22, 2023
All of these are possible because of the coding language of Python. In current history, Python has evolved to become one of the most widely used programming languages globally. Python is a versatile language that indicates it's intended for use in a variety of applications, such as data research, software and web design, and robotics.
Knowledge Hut
NOVEMBER 28, 2023
As a software engineer , you will be responsible for developing and maintaining software applications. They are also constantly innovating and expanding, which creates opportunities for software engineers to grow their skills and careers. The top companies for software engineers include Apple, Microsoft, and Uber.
Knowledge Hut
OCTOBER 27, 2023
In today's fast-paced technological environment, software engineers are continually seeking innovative projects to hone their skills and stay ahead of industry trends. Engaging in software engineering projects not only helps sharpen your programming abilities but also enhances your professional portfolio. cvtColor(image, cv2.COLOR_BGR2GRAY)
KDnuggets
MARCH 18, 2022
In this blog, you will see how to build a web-application with Greppo and Google Earth using Python.
Knowledge Hut
APRIL 24, 2024
In today's fast-paced technological environment, software engineers are continually seeking innovative projects to hone their skills and stay ahead of industry trends. Engaging in software engineering projects not only helps sharpen your programming abilities but also enhances your professional portfolio. cvtColor(image, cv2.COLOR_BGR2GRAY)
Data Engineering Weekly
FEBRUARY 18, 2024
One thing I learned while writing Data Engineering Weekly is that persistence and consistency are the keys to success. See how recent product updates make it easier for developers and data engineers to debug data models, work in a BI-like UI, and fine-tune deployments for better query performance. Was this simply too ambitious?
Tweag
MAY 24, 2023
Tweagers have an engineering mantra — Functional. In this final episode, I’ll cover testing strategies that can be learnt from functional programming and applied to your Python code. I, Test It’s hardly a revelation that testing the code we write — and automating that process — is an essential element of software engineering practice.
Edureka
MARCH 4, 2024
Prompt engineering is the secret key in the world of technology, allowing the transformation of words into code by providing clear commands to AI. We’ll look at the fundamental principles of prompt engineering for code generation and synthesis, highlighting their key points. This is achieved by utilizing prompt engineering.
Knowledge Hut
NOVEMBER 20, 2023
Given that the DevOps engineer's salary has become increasingly lucrative in recent years, it has gained much attention amongst aspiring tech professionals. DevOps engineers are essential to the administration, maintenance, and integration of applications. Who is a DevOps Engineer? Let's look at them!
Knowledge Hut
JANUARY 18, 2024
Speaking of job vacancies, the two careers have high demands till date and in upcoming years are Data Scientist and a Software Engineer. Per the BLS, the expected growth rate of job vacancies for data scientists and software engineers is around 22% by 2030. Both data science and software engineering rely largely on programming skills.
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