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Scale Your Data, Not Your Process - Welcome to the Blaze Ecosystem

Offered By: EuroPython Conference via YouTube

Tags

EuroPython Courses pandas Courses NumPy Courses Data Processing Courses Data Migration Courses

Course Description

Overview

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Explore the Blaze ecosystem for scaling data processing and analysis in this 36-minute conference talk from EuroPython 2015. Learn how Blaze provides a uniform interface to various technologies and abstractions for migrating and analyzing data across different backends, including databases, disk storage systems, and distributed systems. Discover the components of the Blaze ecosystem, including Blaze for data querying, Odo for data migration, Dask for task scheduling, DyND for dynamic multidimensional arrays, and Datashape for data description. Gain insights into how these tools can help scale data processing without significantly altering existing workflows. Ideal for those familiar with NumPy and Pandas, with intermediate Python programming skills or experience working with large datasets.

Syllabus

Introduction
Areas of data science
Tools
Ecosystem
Place
Resources
Blaze vs other Python libraries


Taught by

EuroPython Conference

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