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Stream Processing with Python, Kafka & Faust

Towards Data Science

How to Stream and Apply Real-Time Prediction Models on High-Throughput Time-Series Data Photo by JJ Ying on Unsplash Most of the stream processing libraries are not python friendly while the majority of machine learning and data mining libraries are python based. An event is generated by a producer (e.g. online dashboard).

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Data Engineer Learning Path, Career Track & Roadmap for 2023

ProjectPro

Explore this page further and learn everything about data engineers to find the answer. Furthermore, we will also lay out a learning path on how to become a data engineer that will help one explore this exciting domain. How much python should you know to become a data engineer? What is the precise reason behind it?

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8 Data Ingestion Tools (Quick Reference Guide)

Monte Carlo

There’s the dichotomy between batch and streaming, between all-in-one platforms and niche connectors in your modern data stack, and the trade-off between ease-of-use and powerful customization options. One thing’s for certain: you definitely don’t want to be writing pipelines in Python anymore.

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How to Learn MLOps in 2022 -The Ultimate Guide for Beginners

ProjectPro

It is a beautiful technique for implementing data science projects that allow businesses to increase their projects’ efficiency minimize the risk of introducing machine learning, artificial intelligence, and data-science-related technologies. Also, MLOps has smoothened the process of creating scalable machine learning projects.

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Data Pipeline with Airflow and AWS Tools (S3, Lambda & Glue)

Towards Data Science

Today’s post follows the same philosophy: fitting local and cloud pieces together to build a data pipeline. But, instead of GCP, we’ll be using AWS. AWS is, by far, the most popular cloud computing platform, it has an absurd number of products to solve every type of specific problem you imagine. not sponsored.

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What Is MLOps?

Edureka

Whether you are a newbie or an experienced individual, if you want to explore more about the concepts of MLOPS, then you just click on the right blog. MLOPS is used to solve this problem. It is the set of practices used by the ML developers and the operation team to ensure that the model maintains its accuracy over time.

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Top 12 Data Engineering Project Ideas [With Source Code]

Knowledge Hut

Get ready to delve into fascinating data engineering project concepts and explore a world of exciting data engineering projects in this article. Best Data Science certifications online or offline are available to assist you in establishing a solid foundation for every end-to-end data engineering project.