Introduction to Natural Language Processing | Online
About this class
This course introduces the area of data science focused on text data, Natural Language Processing. Using a practical approach, students will get hands on experience working with and analyzing text. It is recommended participants have some Python knowledge.
Takeaways
- Discover what the field of data science encompasses and the key traits of a successful data scientist
- An introduction to a standard workflow for anyone conducting data analysis
- Understand the different types of data and their use cases
- Run through a data science case study
- Tools and resources to help you find answers to questions that may come up in future analyses
- Have an understanding of how to use the Natural Language Tool Kit.
- Be able to load and manipulate your own text data.
- Know how to formulate solutions to text based problems.
- Know when it is appropriate to apply solutions such as sentiment analysis and classification techniques.
Prereqs & Preparation
It is recommended participants have some Python knowledge.
