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

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#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

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