Data Processing in Shell

Name: Data Processing in Shell
Brand: Careervira
Price: 150 USD
Availability: InStock
Rating: 1 (1 reviews)

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DataCamp

Course Report

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Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

We live in a fast-paced environment where deadlines are a constant part of our lives. Because they are intuitive and easy to use, we tend to rely upon the most familiar interfaces such as Anaconda and RStudio. It's worth spending the time to learn data analysis on the command line. This will help you become a more productive data person.

This course will show you how to use powerful, data-specific command lines. To learn how to use the command line to download, clean, transform and process Spotify data, we will be using publicly available Spotify datasets. Advanced techniques such as command-line-based SQL database operation will be covered. A data pipeline that automates the creation of a predictive model will be created using Python and command line.

Course Overview

Virtual Labs

International Faculty

Case Based Learning

Post Course Interactions

Case Studies,Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Intermediate Python

Introduction to SQL

Introduction to Shell

What You Will Learn

In this course, we will take a practical approach to learn simple, powerful, and data-specific command-line skills

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline

We will also learn advanced techniques such as command-line based SQL database operations

Course Content

Expand all sections

Module 1: Downloading Data on the Command Line

Module 2: Data Cleaning and Munging on the Command Line

Module 3: Database Operations on the Command Line

Module 4: Data Pipeline on the Command Line

Course Instructors

Susan Sun

Data Person

I want to make a statistically significant difference in the world. My expertise lies in design-based strategic data consulting for start-ups, data-related training education, conscientious appli...