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Extract, Transform, and Load Data
Coursera
Course
Unknown

Extract, Transform, and Load Data

CertNexus

This course teaches business and data professionals the first technical phase of data science: extracting, transforming, and loading data from various sources.

Unknown4 weeksEnglish5,510 enrolled

About this Course

This course is designed for business and data professional seeking to learn the first technical phase of the data science process known as Extract, Transform and Load or ETL. Learners will be taught how to collect data from multiple sources so it is available to be transformed and cleaned and then will dive into collected data sets to prepare and clean data so that it can later be loaded into its ultimate destination. In the conclusion of the course learners will load data into its ultimate destination so that it can be analyzed and modeled. The typical student in this course will have experience working with data and aptitude with computer programming

What You'll Learn

  • Extract data from diverse sources
  • Clean and prepare data for analysis
  • Load data into final destinations for analysis and modeling
  • Apply ETL processes in data science

Prerequisites

  • Understand data science concepts
  • Experience with programming languages like Python and libraries such as NumPy and pandas
  • Knowledge of database querying languages like SQL

Instructors

S

Stacey McBrine

CDSP, CAIP, CIoTP, CIoTSP, CFR, CISSP, SSCP, CASP, CFR, CEI, CEH, ECSA, CHFI, CCNA, CCSI, CTT+, LINUX+, PENTEST+, SECURITY+, A+, SCNP, ITIL Foundations, ITIL SO, ITIL OSA, MCSA, MCITP

S

Sarah Haq

Data Engineer at Artsy

Topics

Data Analysis
Data Science
Machine Learning
Data Migration
Data Mining
Data Preprocessing
Data Transformation
Data Collection
Data Manipulation
Extract, Transform, Load

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
التعلم الآلي
هجرة البيانات
استخراج البيانات
معالجة البيانات
تحويل البيانات
جمع البيانات
Data Manipulation
Extract, Transform, Load

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