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Preparing Raw Data for Big Data and Data Science

Preparing Raw Data for Big Data and Data Science
| Pub Date: 6th February 2018 | | Pages/Duration: 2 Hours | Language: English | Format: MP4 AVC 1920×1080 AAC 48KHz 2ch | Size: 1.10 GB

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Preparing data for use in AI, machine learning, and other applications is often 80% of the work. In the third installment in our landmark “Mastering Data Science with SQL” series, Learn how to use SQL to prepare massive datasets both locally and in the cloud, and see these principles put to work using a PostgreSQL database hosted in Microsoft Azure. + Table of Contents 00:00:00 Introduction 00:01:51 Preparing Data 00:16:13 Finding Data 00:29:31 Downloading Airline Data (Demo) 00:35:31 Processing Raw Data 00:42:56 Processing CSV data with Python and Pandas (Demo) 01:04:37 Importing Data 01:10:51 Importing Data with the PostgreSQL Copy Command (Demo) 01:20:26 Exporting Data 01:27:02 Exporting Data with PostgreSQL (Demo) 01:31:07 PostgreSQL on Microsoft Azure 01:37:44 Importing a Large Dataset into PostgreSQL on Azure (Demo) 02:00:56 Conclusion