Extract, Transform, and Load Data
Master the ETL process in data science: collect data from multiple sources, prepare and clean datasets, and load for analysis.
Master the ETL process in data science: collect data from multiple sources, prepare and clean datasets, and load for analysis.
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full CertNexus Certified Data Science Practitioner Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
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What you'll learn
Extract data from multiple source systems
Transform and clean data for analysis
Load data into destination systems
Handle various data formats and structures
Implement ETL pipelines for real-world scenarios
Skills you'll gain
This course includes:
2.4 Hours PreRecorded video
3 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 4 modules in this course
This comprehensive course covers the essential ETL (Extract, Transform, Load) process in data science. Students learn to collect data from various sources including APIs, databases, and cloud storage, transform and clean data using programming techniques, and load data into appropriate destinations. The curriculum includes hands-on practice with real-world datasets, database operations, and data cleaning techniques. Special emphasis is placed on handling different data formats and ensuring data quality.
Extract Data
Module 1 · 4 Hours to complete
Transform Data
Module 2 · 4 Hours to complete
Load Data
Module 3 · 2 Hours to complete
Apply What You've Learned
Module 4 · 3 Hours to complete
Fee Structure
Instructors
Data Science Champion Sarah Haq Empowers Women in AI While Driving Innovation at Artsy
Sarah Haq, currently serving as a Data Engineer at Artsy and Mentor at Women in AI Academy, has established herself as a prominent advocate for women in data science while maintaining an impressive career in technical innovation. Her expertise in building and monitoring Machine Learning models, combined with her role as a Subject Expert Contributor for the Certified Data Science Practitioner 110 Exam and program author at CertNexus, demonstrates her comprehensive understanding of the field. Beyond her technical contributions, Haq is particularly recognized for her passionate advocacy in generating interest in Data Science among girls and women, regularly sharing her knowledge and enthusiasm across social platforms to inspire the next generation of female data scientists.
Cybersecurity Veteran Stacey McBrine Shapes Next Generation of Tech Leaders
Stacey McBrine brings over three decades of comprehensive expertise in systems analysis, security, and network architecture to the technology education landscape. His illustrious career spans from developing software solutions in assembly language and Oracle to providing crucial consulting services for business process automation and security. As an accomplished author and technical editor, McBrine has shared his knowledge through two published books and served on the Information and Communications Technology Council's Cyber Security Advisory Committee. Since 1999, he has been transforming classroom education with his practical approach to security, AI, and IoT technologies, earning prestigious recognitions including the CompTIA outstanding TTT Instructor award (2018) and Cisco Routing & Switching Instructor Excellence Award (2020). His exceptional credentials include authorizations from ISC2, Cisco, Logical Operations, CompTIA, and EC-Council, complemented by an impressive array of certifications including CISSP, CCNA, CAIP, and numerous others, making him one of the earliest MCSE certification holders for Windows 2000.
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Frequently asked questions
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