Record Deduplication with Python
Offered By: PyCon US via YouTube
Course Description
Overview
Discover the power of Record Deduplication techniques in this informative PyCon US talk. Learn how to identify duplicate records in datasets lacking unique identifiers using Python, without requiring advanced Data Science expertise. Explore real-world applications in government and business, including the Australian Census case study that led to significant population estimate revisions. Gain insights into the main concepts of Record Deduplication, common workflows, algorithms, and essential Python tools and libraries. Suitable for intermediate-level Python developers, this 29-minute presentation equips you with practical knowledge to clean and compare attributes in a fuzzy manner, enabling effective data deduplication for various critical applications.
Syllabus
Talk: Flávio Juvenal da Silva Junior - 1 + 1 = 1 or Record Deduplication with Python
Taught by
PyCon US
Related Courses
Data Wrangling with MongoDBMongoDB via Udacity Getting and Cleaning Data
Johns Hopkins University via Coursera 软件包在流行病学研究中的应用 Using software apps in epidemiological research
Peking University via Coursera Creating an Analytical Dataset
Udacity Implementing ETL with SQL Server Integration Services
Microsoft via edX