7 Steps to Mastering Data Engineering
KDnuggets
APRIL 12, 2024
The only data engineering roadmap you need for an introduction to concepts, tools, and techniques to collect, store, transform, analyze, and model data.
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KDnuggets
APRIL 12, 2024
The only data engineering roadmap you need for an introduction to concepts, tools, and techniques to collect, store, transform, analyze, and model data.
Analytics Vidhya
JUNE 25, 2023
In a data-driven world, behind-the-scenes heroes like data engineers play a crucial role in ensuring smooth data flow. A data engineer investigates the issue, identifies a glitch in the e-commerce platform’s data funnel, and swiftly implements seamless data pipelines.
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Analytics Vidhya
SEPTEMBER 20, 2023
Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning. Aspiring data engineers often seek real-world projects to gain hands-on experience and showcase their expertise.
Analytics Vidhya
APRIL 3, 2023
Introduction Companies can access a large pool of data in the modern business environment, and using this data in real-time may produce insightful results that can spur corporate success. Real-time dashboards such as GCP provide strong data visualization and actionable information for decision-makers.
Seattle Data Guy
JANUARY 17, 2023
With all the recent data events I have put together I inevitably run into new data engineers who are either finishing up college or looking to transition into a data engineer or data scientist position. In fact I have talked to several newly graduated engineers who are struggling to find work.
Analytics Vidhya
JULY 25, 2023
In the world of data, two crucial roles play a significant part in unlocking the power of information: Data Scientists and Data Engineers. But what sets these wizards of data apart? Welcome to the ultimate showdown of Data Scientist vs Data Engineer! appeared first on Analytics Vidhya.
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.
Analytics Vidhya
JUNE 24, 2023
He is an experienced data engineer with a passion for problem-solving and a drive for continuous growth. Thus, providing valuable insights into the field of data engineering. Introduction We had an amazing opportunity to learn from Mr. Pavan.
Jesse Anderson
JANUARY 29, 2024
The premier of my latest talk covering The State of Data Engineering. This starts with data warehousing and goes into data science. I finish off by showing how data engineering can avoid the same fate as data warehousing and data science.
Analytics Vidhya
FEBRUARY 7, 2023
Introduction Data engineering is the field of study that deals with the design, construction, deployment, and maintenance of data processing systems. The goal of this domain is to collect, store, and process data efficiently and efficiently so that it can be used to support business decisions and power data-driven applications.
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. This allows your applications to handle large data sets and complex workflows efficiently.
KDnuggets
FEBRUARY 12, 2024
Interested in data engineering but don't know where to start? Get up to speed in data engineering fundamentals with this free course.
Confessions of a Data Guy
FEBRUARY 7, 2023
Some of the things I’m going to talk about, well … all of it, is probably fairly obvious to most Rust folk, but it’s enjoyable to learn what new […] The post Ownership and Borrowing in Rust – Data Engineering Gold Mine. appeared first on Confessions of a Data Guy.
Jesse Anderson
SEPTEMBER 14, 2023
There has been quite a bit of writing covering GPT and LLMs from data science and business perspectives. I haven’t seen much from the data engineering side. Let me share my perspective, having been in data and AI for a while and using LLMs before they became popular. How can we use LLMs in data engineering?
Data Engineering Weekly
APRIL 7, 2024
dbt: 2024 State of Analytics Engineering The 2024 dbt’s state of analytical engineering report is out. Poor data quality and unlcear data ownership remains the top challenges for the data teams. Data Mesh continuously gaining popularity among the enterprises.
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.
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.
Analytics Vidhya
SEPTEMBER 20, 2023
Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning. Aspiring data engineers often seek real-world projects to gain hands-on experience and showcase their expertise.
Seattle Data Guy
MAY 20, 2023
Starting new data engineering projects can be challenging. Data engineers can get stuck on finding the right data for their data engineering project or picking the right tools.
Seattle Data Guy
JANUARY 17, 2023
What is the state of data infra? Are data engineers all learning Rust? Our team is putting together an all day event focused on helping answer some… Read more The post What Is The State Of Data Engineering And Infrastructure In 2023 appeared first on Seattle Data Guy. Is everyone switching to DuckDB?
Data Engineering Weekly
APRIL 14, 2024
Discover how a universal semantic layer is transforming modern business intelligence, making data more accessible and reliable for organizations striving for informed business decisions. Large Language Models: Turning messy data into surprisingly coherent nonsense since 2023. High-quality data is the cornerstone of LLM.
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.
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.
Netflix Tech
DECEMBER 14, 2023
Engineers from across the company came together to share best practices on everything from Data Processing Patterns to Building Reliable Data Pipelines. The result was a series of talks which we are now sharing with the rest of the Data Engineering community!
Confessions of a Data Guy
JUNE 8, 2023
It gives a fairly unique view into the wide range of Data Engineering companies, jobs, projects people are working on, tech stacks, and problems that are being faced. One thing I’ve come […] The post 4 Ways To Setup Your Data Engineering Game. appeared first on Confessions of a Data Guy.
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.
Confessions of a Data Guy
MARCH 20, 2023
For a lot of my Data Engineering career I didn’t really think about or use AWS lambdas, I just saw them as little annoying flies […] The post AWS Lambdas. Useful for Data Engineering? appeared first on Confessions of a Data Guy.
Start Data Engineering
JUNE 13, 2023
Introduction So you are a new data engineer (or looking for a DE job) and want to better yourself as a data engineer. Money & Time 2.2. Technical skills 3. Build impactful projects 4. Conclusion 5. Further reading 1.
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.
Confessions of a Data Guy
NOVEMBER 5, 2022
There are probably few things in life that will strike more fear and tumult in the heart of the Data Engineer than historical loads. How could it possibly be, just take a bunch of data stored somewhere and shove it into a table. […] The post Introduction to Historical Loads – for Data Engineers.
KDnuggets
NOVEMBER 30, 2023
Data engineers must prepare and manage the infrastructure and tools necessary for the whole data workflow in a data-driven company.
Start Data Engineering
FEBRUARY 22, 2024
Data Pipeline Logging Best Practices 3.1. Metadata: Information about pipeline runs, & data flowing through your pipeline 3.2. Introduction 2. Setup & Logging architecture 3. Obtain visibility into the code’s execution sequence using text logs 3.3. Understand resource usage by tracking Metrics 3.4.
Towards Data Science
MARCH 26, 2024
In this article we dive into some practical examples for Data Engineers Continue reading on Towards Data Science » Generative AI is all the rage.
KDnuggets
JANUARY 26, 2024
Data Engineering ZoomCamp offers free access to reading materials, video tutorials, assignments, homeworks, projects, and workshops.
Waitingforcode
FEBRUARY 13, 2024
It's time for another part of "What's new on the cloud for data engineers" Let's see what happened in the last 5 months.
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?
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.
Data Engineering Weekly
MARCH 3, 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. Editor’s Note: Chennai, India Meetup - March-08 Update We are thankful to Ideas2IT to host our first Data Hero’s meetup.
Data Engineering Weekly
JANUARY 28, 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. I had a chance to meet some of the amazing humans of data engineering. Visit rudderstack.com to learn more.
KDnuggets
NOVEMBER 2, 2022
A data engineer is a fast-growing profession with amazing challenges and rewards. Which skills do you need to become a data engineer? In this post, we’ll take a look at both hard and soft skills.
Data Engineering Weekly
FEBRUARY 4, 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. Joe Reis: Definition of Data Modeling & What Data Modeling Is not Joe raised a very fundamental question in data engineering.
KDnuggets
MAY 30, 2022
Get into the highly in-demand world of data engineering for free and earn 6 figures salary.
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