Python for Data Engineers

2h 21m 18s
English
Paid

Course description

If you want to take your skills in Data Engineering to the next level - you are in the right place. Python has become the main language for data analysis and machine learning, and in this course, you will learn to use it effectively for creating reliable data pipelines and data processing.

Read more about the course

This comprehensive training program is designed for data engineers of any level. Whether you are just beginning your journey in data engineering or already have experience and want to expand your skillset, the course will provide you with all the necessary tools for success.

Upon completion of the training, you will have a solid foundation in Python and Data Engineering, and you will be ready to confidently tackle complex tasks in real projects.

What you will learn:

  • Utilize advanced features of Python
  • Transform data using the pandas library
  • Work with API, PostgreSQL databases, dates, and JSON
  • Understand object-oriented programming: classes, objects, data validation
  • Write unit tests and handle exceptions
  • Apply modules and use NumPy for numerical computations

Watch Online

This is a demo lesson (10:00 remaining)

You can watch up to 10 minutes for free. Subscribe to unlock all 19 lessons in this course and access 10,000+ hours of premium content across all courses.

View Pricing
0:00
/
#1: Introduction

All Course Lessons (19)

#Lesson TitleDurationAccess
1
Introduction Demo
01:51
2
Classes
04:38
3
Modules
03:07
4
Exception-handling
08:56
5
Logging
05:13
6
Datetime
08:05
7
JSON
09:55
8
JSON Validation
15:11
9
UnitTesting
16:45
10
Pandas: Intro & data types
08:44
11
Pandas: Appending & Merging DataFrames
07:50
12
Pandas: Normalizing & Lambdas
04:13
13
Pandas: Pivot & Parquet write, read
06:18
14
Pandas: Melting & JSON normalization
08:16
15
Numpy
04:48
16
Requests (Working with APIs)
11:16
17
Working with Databases: Setup
04:07
18
Working with Databases: Tables, bulk load, queries
08:13
19
Conclusion
03:52

Unlock unlimited learning

Get instant access to all 18 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.

Learn more about subscription

Comments

0 comments

Want to join the conversation?

Sign in to comment

Similar courses

The Ultimate Django Series: Part 2

The Ultimate Django Series: Part 2

Sources: codewithmosh (Mosh Hamedani)
Do you want to take your Django skills to the next level and become that professional back-end developer that companies love to hire? This is exactly the course you need.
5 hours 41 minutes 6 seconds
Python - The Practical Guide

Python - The Practical Guide

Sources: udemy
This is a highly practice-oriented Python course that teaches you Python from scratch - no prior programming experience required! Python is probably THE most trending programmin...
16 hours 26 minutes 30 seconds
Deep Learning A-Z™: Hands-On Artificial Neural Networks

Deep Learning A-Z™: Hands-On Artificial Neural Networks

Sources: udemy
Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing pa
22 hours 36 minutes 30 seconds
OpenAI Assistants with OpenAI Python API

OpenAI Assistants with OpenAI Python API

Sources: udemy
Unleash the Power of AI in Your Applications with Our Exclusive OpenAI Assistants API Course! Welcome to an extraordinary journey into the world of AI with our Udemy course on t...
4 hours 13 minutes 2 seconds
Statistics Bootcamp (with Python): Zero to Mastery

Statistics Bootcamp (with Python): Zero to Mastery

Sources: zerotomastery.io
Master statistics with Python through projects and quizzes. Learn with fun from industry experts. Ideal for careers in Data Analytics and Machine Learning.
20 hours 50 minutes 51 seconds