Udemy – Fundamentals of Data Ingestion with Python 2024-5

Description

Fundamentals of Data Ingestion with Python course. In the world of data science, data collection and preparation is often the most time-consuming part of any project. This comprehensive course equips you with essential Python tools and techniques to simplify the process of obtaining and refining high-quality data for your algorithms. During this course, you will cover various aspects of data collection and cleaning and gain hands-on experience with different data formats and sources. From parsing CSV, XML, and JSON files to using APIs and understanding the intricacies of web scraping (with an emphasis on using it wisely), you’ll thoroughly learn the art of data recovery. Whether you’re a young data scientist looking for basic skills or a seasoned professional looking to improve your data management skills, this course provides a comprehensive toolbox to effectively navigate the complexities of data collection and cleansing in Python.

What you will learn in the Fundamentals of Data Ingestion with Python course

• Learn how to use Python tools and techniques to get the relevant, high-quality data you need.
• Investigating the unique characteristics of different types of data and their relevance to the work of data scientists
• Examining different data serialization formats and their practical applications in Python
• Define APIs and explain how to use them in Python, including HTTP calls, JSON parsing, and message queue integration
• Unveiling the concept of web scraping and providing insight into its methods and implementations
• Clarify the importance of plans, noting their defining characteristics and their impact on operational procedures
• Examine the different types of databases, classifying them according to their distinguishing characteristics

Who is this course suitable for?

• Data scientists looking to improve their skills in efficiently collecting and cleaning diverse data sets.
• Data analysts moving into data science roles who need to expand their knowledge of data preparation.
• Beginners in data science looking for a solid foundation in data management techniques.
• Data professionals who want to improve their understanding of Python tools and techniques for data manipulation.

Fundamentals of Data Ingestion with Python course specifications

• Publisher:  Udemy
• Lecturer:  Miyuki Takao
• Training level: beginner to advanced
• Training duration: 1 hour and 12 minutes

Headlines of the course on 2024/5

Fundamentals of Data Ingestion with Python course prerequisites

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Sample video of the course

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346 MB