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Data Collection and Integration
Coursera
Course
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Data Collection and Integration

University of Colorado Boulder

Learn comprehensive techniques to collect and integrate data from multiple sources using tools like Pandas, SQL, and Beautiful Soup.

Unknown6 weeksEnglish

About this Course

The "Data Collection and Integration" course provides students with comprehensive techniques for gathering data from diverse sources, including files, relational databases, web pages, and APIs. Participants will gain practical experience in collecting and integrating data for further processing and analysis. The course emphasizes the utilization of appropriate tools and packages, such as Pandas, Beautiful Soup, and SQL, to effectively handle real-life datasets and address data integration challenges

What You'll Learn

  • Utilize Python and packages to collect data from various sources
  • Integrate collected data into unified datasets
  • Gain practical experience in data collection and integration
  • Prepare data for further processing and analysis

Prerequisites

  • Basic knowledge of Python and packages like NumPy and Pandas, or take fundamental data wrangling tools course first

Instructors

D

Di Wu

Instructor

Topics

Data Analysis
Data Science
Data Management
Information Technology
Pandas (Python Package)
Application Programming Interface (API)
Data Wrangling
Query Languages
SQL
Data Collection

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
إدارة البيانات
تكنولوجيا المعلومات
مكتبة Pandas في بايثون
واجهات برمجة التطبيقات
تنظيف البيانات
لغات الاستعلام
SQL
Data Collection

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