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How to Shift from Data Science to Data Engineering

ODSC - Open Data Science

Data engineering is a rapidly growing field, and there is a high demand for skilled data engineers. If you are a data scientist, you may be wondering if you can transition into data engineering. In this blog post, we will discuss how you can become a data engineer if you are a data scientist.

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40 Must-Know Data Science Skills and Frameworks for 2023

ODSC - Open Data Science

Scale is worth knowing if you’re looking to branch into data engineering and working with big data more as it’s helpful for scaling applications. Cloud Services The only two to make multiple lists were Amazon Web Services (AWS) and Microsoft Azure.

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Training Sessions Coming to ODSC APAC 2023

ODSC - Open Data Science

Build Classification and Regression Models with Spark on AWS Suman Debnath | Principal Developer Advocate, Data Engineering | Amazon Web Services This immersive session will cover optimizing PySpark and best practices for Spark MLlib. Free and paid passes are available now–register here.

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Top Data Analytics Skills and Platforms for 2023

ODSC - Open Data Science

Skills like effective verbal and written communication will help back up the numbers, while data visualization (specific frameworks in the next section) can help you tell a complete story. Data Wrangling: Data Quality, ETL, Databases, Big Data The modern data analyst is expected to be able to source and retrieve their own data for analysis.

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Top ETL Tools: Unveiling the Best Solutions for Data Integration

Pickl AI

Summary: Choosing the right ETL tool is crucial for seamless data integration. Top contenders like Apache Airflow and AWS Glue offer unique features, empowering businesses with efficient workflows, high data quality, and informed decision-making capabilities. Read Further: Azure Data Engineer Jobs.

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Data Analysis at Warp Speed: Explore the World of Polars

Mlearning.ai

Goal The objective of this post is to demonstrate how Polars performance is much better than other open-source libraries in a variety of data analysis tasks, such as data cleaning, data wrangling, and data visualization. ? It is available in multiple languages: Python, Rust, and NodeJS. Contributions welcome ! ?Acknowledgments

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Must-Have Prompt Engineering Skills for 2024

ODSC - Open Data Science

Data, Engineering, and Programming Skills Programming Despite the rise of no-code platforms and AI code assistance, programming skills are still essential for training and fine-tuning LLM models, scripting for data processing, and integrating models into applications.