Python for Data Engineers

2h 21m 18s
English
Paid

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 Python for Data Engineers

Join premium to watch
Go to premium
# Title Duration
1 Introduction 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

Similar courses to Python for Data Engineers

Dockerized ETL With AWS, TDengine & Grafana

Dockerized ETL With AWS, TDengine & GrafanaAndreas Kretz

Category: Data processing and analysis
Duration 29 minutes 12 seconds
The Automation Bootcamp: Zero to Mastery

The Automation Bootcamp: Zero to Masteryzerotomastery.io

Category: Python
Duration 22 hours 39 minutes 15 seconds
Snowflake for Data Engineers

Snowflake for Data EngineersAndreas Kretz

Category: Data processing and analysis
Duration 2 hours 4 minutes 8 seconds
Building APIs with FastAPI

Building APIs with FastAPIAndreas Kretz

Category: Python, Data processing and analysis
Duration 1 hour 35 minutes 40 seconds
Effective PyCharm (2021 edition)

Effective PyCharm (2021 edition)Talkpython

Category: Python, Other (Tools)
Duration 7 hours 30 minutes 43 seconds
Make a Location-Based Web App With Django and GeoDjango

Make a Location-Based Web App With Django and GeoDjangorealpython.com

Category: Python, Django
Duration 56 minutes 48 seconds
Python Mega Course: Learn Python in 60 Days, Build 20 Apps

Python Mega Course: Learn Python in 60 Days, Build 20 Appsudemy

Category: Python
Duration 51 hours 19 minutes 24 seconds
Machine Learning & Containers on AWS

Machine Learning & Containers on AWSAndreas Kretz

Category: Data processing and analysis, Machine learning
Duration 1 hour 33 minutes 34 seconds
Python and Django Full Stack Web Developer Bootcamp

Python and Django Full Stack Web Developer Bootcampudemy

Category: Python, Django
Duration 31 hours 54 minutes 39 seconds
DevOps Deployment Automation with Terraform, AWS and Docker

DevOps Deployment Automation with Terraform, AWS and Dockerudemy

Category: AWS, Docker, Python, Terraform
Duration 10 hours 59 minutes 9 seconds