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.
Snowflake
APRIL 17, 2024
In today’s data-driven world, developer productivity is essential for organizations to build effective and reliable products, accelerate time to value, and fuel ongoing innovation. Recognizing this shift, Snowflake is taking a Python-first approach to bridge the gap and help users leverage the power of both worlds.
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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.
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
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. Who are the data engineers?
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?
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? Let’s explore why Rust has potential for data engineers, what it does well and why it has become the most loved programming language for 7 years running.
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? Let’s explore why Rust has potential for data engineers, what it does well and why it has become the most loved programming language for 7 years running.
Analytics Vidhya
JUNE 20, 2023
Introduction In today’s data-driven world, organizations across industries are dealing with massive volumes of data, complex pipelines, and the need for efficient data processing.
Jesse Anderson
DECEMBER 12, 2022
They were the first companies to commercialize open source big data technologies and pushed the marketing and commercialization of Hadoop. With an immutable file system like HDFS, we needed scalable databases to read and write data randomly. Apache Kafka came in 2011 and gave the industry a much better way to move real-time data.
Data Engineering Podcast
JULY 2, 2023
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. What is feature engineering is and why/to whom it matters?
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.
Data Engineering Weekly
MARCH 17, 2024
Compliance is mandatory, with strict penalties for violations, emphasizing the importance of data scientists familiarizing themselves with the law to avoid prohibited AI uses and ensure ethical, safe AI development. It discusses the significance of data governance, sharing history, and generative AI's impact on data economy standards.
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.
Confessions of a Data Guy
APRIL 16, 2023
You might think […] The post DuckDB vs Polars for Data Engineering. appeared first on Confessions of a Data Guy. I haven’t seen this since Databricks and Snowflake first came out and started throwing mud at each other.
Towards Data Science
OCTOBER 21, 2023
Advanced ETL techniques for beginners Continue reading on Towards Data Science »
Seattle Data Guy
FEBRUARY 11, 2023
Apache Airflow is a very popular tool that data engineers rely on. Why do data engineers like Airflow? What are… Read more The post What Is Apache Airflow – Data Engineering Consulting appeared first on Seattle Data Guy. Also, what does Apache Airflow event do? What is a DAG?
Confessions of a Data Guy
SEPTEMBER 9, 2023
In the vast world of data, it’s not just about gathering and analyzing information anymore; it’s also about ensuring that data pipelines, processes, and platforms run seamlessly and efficiently.
Data Engineering Weekly
FEBRUARY 18, 2024
RudderStack is the Warehouse Native CDP, built to help data teams deliver value across the entire data activation lifecycle, from collection to unification and activation. Our hope is only with the amazing community of data practitioners who constantly support us. We are so over the Big Data Era to Modern Data Stack.
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.
Confessions of a Data Guy
OCTOBER 6, 2023
I wring my hands sometimes, wishing that things and technologies somehow come together into some bubbling […] The post The Ultimate Data Engineering Chadstack. appeared first on Confessions of a Data Guy. Running Rust inside Apache Airflow.
Confessions of a Data Guy
MAY 2, 2024
When it comes to debugging […] The post Reading and Processing JSON with Rust vs Python. appeared first on Confessions of a Data Guy. 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.
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.
Towards Data Science
AUGUST 19, 2023
How I made the transition to an analytics engineer Photo by Campaign Creators on Unsplash A few years ago, I was at a point where I was feeling unfulfilled in my career. I had been working in data engineering for three years and the initial excitement of starting in the world of tech had faded.
Start Data Engineering
OCTOBER 11, 2021
Leetcode: data structures and algorithms 4. Data modeling 4.1 Data warehousing 4.2 Data pipelines 6. Introduction Skills 1. Distributed system fundamentals 7. Event streaming 8. System design 9. Business questions 10. Cloud computing 11.
Data Engineering Podcast
JANUARY 30, 2022
Summary Pandas is a powerful tool for cleaning, transforming, manipulating, or enriching data, among many other potential uses. As a result it has become a standard tool for data engineers for a wide range of applications. The only thing worse than having bad data is not knowing that you have it.
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. . CDP data lifecycle integration and SDX security and governance. Easy job deployment.
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.
Data Engineering Podcast
MAY 22, 2022
Summary Machine learning has become a meaningful target for data applications, bringing with it an increase in the complexity of orchestrating the entire data flow. With simple pricing, fast networking, object storage, and worldwide data centers, you’ve got everything you need to run a bulletproof data platform.
Data Engineering Podcast
JULY 10, 2022
Summary Building and maintaining reliable data assets is the prime directive for data engineers. While it is easy to say, it is endlessly complex to implement, requiring data professionals to be experts in a wide range of disparate topics while designing and implementing complex topologies of information workflows.
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. What are Data Engineering Projects?
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. They hold and transform data, allowing for the execution of algorithms and the management of large datasets.
Data Engineering Weekly
MARCH 24, 2024
link] Kai Waehner: The Data Streaming Landscape 2024 This is a comprehensive overview of the state of the data streaming landscape in 2024. link] Mercado Libre Tech: Data Mesh @ MELI - Building Highways for Thousands of Data Producers Ok, Data Mesh is still alive!!
Team Data Science
JANUARY 8, 2021
Big Data has become the dominant innovation in all high-performing companies. Notable businesses today focus their decision-making capabilities on knowledge gained from the study of big data. Big Data gives you an advantage in competition as true for businesses as it is for professionals working in the area of analytics.
Data Engineering Weekly
SEPTEMBER 24, 2023
Data Engineering Weekly Is Brought to You by RudderStack RudderStack Profiles takes the SaaS guesswork and SQL grunt work out of building complete customer profiles so you can quickly ship actionable, enriched data to every downstream team. Airflow isn’t meant to process the data. See how it works today.
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. RudderStack helps you build a customer data platform on your warehouse or data lake. Data teams are increasingly under pressure to deliver.
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.
Ascend.io
FEBRUARY 28, 2024
The rise of generative AI is changing more than just technology; it’s reshaping our professional landscapes — and yes, data engineering is directly experiencing the impact. How does AI recalibrate the workload and priorities of data teams? How can data engineers harness the power of AI?
Knowledge Hut
MARCH 15, 2024
At the same time, it has opened up a wealth of opportunities for data engineers. With businesses harnessing the power of Azure’s services, the need for skilled data engineers has topped the charts. Speaking from experience, the data engineers in this role are right in the thick of it all.
Knowledge Hut
MARCH 13, 2024
Wondering what is a big data engineer? As the name suggests, Big Data is associated with ‘big’ data, which hints at something big in the context of data. Big data forms one of the pillars of data science. Big data has been a hot topic in the IT sector for quite a long time.
Knowledge Hut
MARCH 13, 2024
Wondering what is a big data engineer? As the name suggests, Big Data is associated with ‘big’ data, which hints at something big in the context of data. Big data forms one of the pillars of data science. Big data has been a hot topic in the IT sector for quite a long time.
Data Engineering Weekly
JULY 2, 2023
Data Engineering Weekly Is Brought to You by RudderStack RudderStack Profiles takes the SaaS guesswork, and SQL grunt work out of building complete customer profiles, so you can quickly ship actionable, enriched data to every downstream team. So, let's shape the future of Data Engineering together.
Knowledge Hut
MARCH 28, 2024
Data science has become one of the most trending fields today. Data engineering is one of them. According to AnalytixLabs , the data science market is expected to be worth USD 230.80 This demonstrates the increasing need for Microsoft Certified Data Engineers. That’s where data engineers are on the go.
Knowledge Hut
MARCH 20, 2024
At the same time, it has opened up a wealth of opportunities for data engineers. With businesses harnessing the power of Azure’s services, the need for skilled data engineers has topped the charts. Speaking from experience, the data engineers in this role are right in the thick of it all.
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