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Web Apps and CLI Tools for Data Engineering
Coursera
Course
Unknown

Web Apps and CLI Tools for Data Engineering

Duke University

Learn to apply Python, Bash, and SQL techniques in building web applications and command-line tools for real-world data engineering challenges.

Unknown4 weeksEnglish

About this Course

In this fourth course of the Python, Bash and SQL Essentials for Data Engineering Specialization, you will build upon the data engineering concepts introduced in the first three courses to apply Python, Bash and SQL techniques in tackling real-world problems. First, we will dive deeper into leveraging Jupyter notebooks to create and deploy models for machine learning tasks. Then, we will explore how to use Python microservices to break up your data warehouse into small, portable solutions that c

What You'll Learn

  • Build Python microservices with FastAPI
  • Create a command-line tool in Python using Click
  • Compare multiple ways to set up and use Jupyter notebooks

Instructors

N

Noah Gift

Interdisciplinary Data Science (MIDS)

K

Kennedy Behrman

Envestnet

A

Alfredo Deza

Topics

Command-Line Interface
Python Programming
Microservices
AWS SageMaker
Applied Machine Learning
Test Automation
CI/CD
Jupyter
Package and Software Management
Data Pipelines

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

سطر الأوامر
بايثون
الخدمات المصغرة
AWS SageMaker
تعلم الآلة التطبيقي
أتمتة الاختبار
التكامل والتسليم المستمر
دفاتر Jupyter
Package and Software Management
Data Pipelines

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