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.
KDnuggets
SEPTEMBER 2, 2024
Interested in data engineering? Check out this round-up of built-in Python modules that'll come in handy for data engineering tasks.
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Analytics Vidhya
MAY 30, 2024
Introduction Python is the favorite language for most data engineers due to its adaptability and abundance of libraries for various tasks such as manipulation, machine learning, and data visualization. This post looks at the top 9 Python libraries necessary for data engineers to have successful careers.
Analytics Vidhya
JUNE 27, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview: Assume the job of a Data Engineer, extracting data from. The post Implementing ETL Process Using Python to Learn Data Engineering appeared first on Analytics Vidhya.
Analytics Vidhya
NOVEMBER 24, 2020
Overview We understand Python Operator in Apache Airflow with an example We will also discuss the concept of Variables in Apache Airflow Introduction. The post Data Engineering 101 – Getting Started with Python Operator in Apache Airflow appeared first on Analytics Vidhya.
Analytics Vidhya
DECEMBER 1, 2021
Image Source: GitHub Table of Contents What is Data Engineering? Components of Data Engineering Object Storage Object Storage MinIO Install Object Storage MinIO Data Lake with Buckets Demo Data Lake Management Conclusion References What is Data Engineering?
KDnuggets
MARCH 17, 2020
As the role of the data engineer continues to grow in the field of data science, so are the many tools being developed to support wrangling all that data. Five of these tools are reviewed here (along with a few bonus tools) that you should pay attention to for your data pipeline work.
Analytics Vidhya
OCTOBER 19, 2021
In this tutorial, you will see the top 5 features that developers should know before implementing a solution on the Snowflake data […]. The post 5 Features Of Snowflake That Data Engineers Must Know appeared first on Analytics Vidhya.
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The post Web Scrapping- Tool for Data Engineering appeared first on Analytics Vidhya. The usefulness of the topic is one that easily helps other disciplines. Web content could be required in a way that makes it less effective to visit and use a website […].
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Machine learning and artificial intelligence, which are at the top of the list of data science capabilities, aren’t just buzzwords; many companies are keen to implement them. Prior to developing intelligent data products, however, the frequently overlooked core work required to make it happen, […].
Analytics Vidhya
JANUARY 2, 2023
And so, there is no doubt that Data Engineers use it extensively to build and manage their ETL pipelines. The post Data Engineering 101– BranchPythonOperator in Apache Airflow appeared first on Analytics Vidhya. Introduction Apache Airflow is the most popular tool for workflow management.
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NOVEMBER 19, 2020
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JULY 13, 2022
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JULY 11, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction- In this article, we will explore Apache Spark and PySpark, The post Know About Apache Spark Using PySpark for Data Engineering appeared first on Analytics Vidhya.
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SEPTEMBER 30, 2021
This article was published as a part of the Data Science Blogathon Introduction Apache Spark is a big data processing framework that has long become one of the most popular and frequently encountered in all kinds of projects related to Big Data.
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SEPTEMBER 2, 2021
Poor data results in poor judgments. Running unit tests in data science and data engineering projects assures data quality. The post Unit Test framework and Test Driven Development (TDD) in Python appeared first on Analytics Vidhya. You know your code does what you want it to do.
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.
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MARCH 8, 2023
Python has become a popular programming language in the data science community due to its simplicity, flexibility, and wide range of libraries and tools. Learn the basics of Python programming Before you start with data science, it’s essential to have a solid understanding of its programming concepts.
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JANUARY 2, 2023
While not all of us are tech enthusiasts, we all have a fair knowledge of how Data Science works in our day-to-day lives. All of this is based on Data Science which is […]. The post Step-by-Step Roadmap to Become a Data Engineer in 2023 appeared first on Analytics Vidhya.
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MARCH 22, 2023
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JANUARY 5, 2022
Python is one of the most popular programming languages worldwide. The chief focus of Python was never web development. However, a few years ago, software engineers realized.
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AUGUST 4, 2024
Introduction Kaggle, the home of data science competitions, has identified all these top performers for continuously producing quality creative solutions to otherwise tough problems. Dedication to getting to the top of […] The post Are You Using These Kaagle Grandmaster-Approved Python Libraries?
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AUGUST 16, 2020
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SEPTEMBER 16, 2021
The post Essential PySpark DataFrame Column Operations that Data Engineers Should Know appeared first on Analytics Vidhya. It is important to know these operations as one may always require any or all of these while performing any PySpark Exercise. PySpark DataFrame is built over Spark’s […].
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JANUARY 25, 2023
Redis supports several data types, including strings, lists, sets, and hyperloglogs. Redis-py is one of the most used Redis Clients for python to access the Redis […] The post Introduction to Redis OM in Python appeared first on Analytics Vidhya.
KDnuggets
APRIL 19, 2024
The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.
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JULY 23, 2022
CouchDB is similar to MongoDB and uses JSON, also known as Javascript Object Notation, to store data, […]. The post Introduction to Apache CouchDB using Python appeared first on Analytics Vidhya.
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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.
Analytics Vidhya
MAY 30, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Big data is the collection of data that is vast. The post Integration of Python with Hadoop and Spark appeared first on Analytics Vidhya.
Analytics Vidhya
FEBRUARY 28, 2023
Introduction Apache Spark is a powerful big data processing engine that has gained widespread popularity recently due to its ability to process massive amounts of data types quickly and efficiently. While Spark can be used with several programming languages, Python and Scala are popular for building Spark applications.
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DECEMBER 5, 2022
The post Using AWS S3 with Python boto3 appeared first on Analytics Vidhya. It allows users to store and retrieve files quickly and securely from anywhere. Users can combine S3 with other services to build numerous scalable […].
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FEBRUARY 13, 2023
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Analytics Vidhya
JULY 12, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Pandas have come a long way on their own, and. The post Pandasql -The Best Way to Run SQL Queries in Python appeared first on Analytics Vidhya.
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JUNE 20, 2021
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Data warehouse generalizes and mingles data in multidimensional space. The post How to Build a Data Warehouse Using PostgreSQL in Python? appeared first on Analytics Vidhya.
Analytics Vidhya
APRIL 21, 2022
Introduction In this article, we will be getting our hands dirty with PySpark using Python and understand how to get started with data preprocessing using PySpark. This particular article’s whole attention is to get to know how PySpark can help in the data cleaning process […].
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JUNE 25, 2024
This tutorial will teach you how to create minimal Docker images for Python applications.
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FEBRUARY 8, 2023
SQL and Python Interview Questions for Data Analysts • 20 Questions (with Answers) to Detect Fake Data Scientists: ChatGPT Edition, Part 2 • ChatGPT for Beginners • Python String Matching Without Complex RegEx Syntax • Learn Data Engineering From These GitHub Repositories
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.
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This article was published as a part of the Data Science Blogathon Introduction Let’s look at a practical example of how to make SQL queries to a MySQL server from Python code: CREATE, SELECT, UPDATE, JOIN, etc. Most applications interact with data in some form. Python is no exception) provide tools for storing […].
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The post Movies Recommendation System using Python appeared first on Analytics Vidhya. Further, going forward, many platforms emerged like Aha, Hotstar, Netflix, Amazon prime video, Zee5, Sony Liv, and many more. First, we will see a video or […].
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The post Introduction to Google Firebase Cloud Storage using Python appeared first on Analytics Vidhya. It aims to replace conventional backend servers for web and mobile applications by offering multiple services on the same platform like authentication, real-time database, Firestore (NoSQL database), cloud functions, […].
databricks
DECEMBER 10, 2024
Data engineering teams are frequently tasked with building bespoke ingestion solutions for myriad custom, proprietary, or industry-specific data sources. Many teams find that.
databricks
NOVEMBER 6, 2023
In Apache Spark™, Python User-Defined Functions (UDFs) are among the most popular features. They empower users to craft custom code tailored to their u.
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