Engineering and Technology
Learn about string manipulation and become a master at using regular expressions.
In the field of data science, the ability to extract key information from large volumes of text, clean messy data containing strings, and identify patterns to uncover valuable words is crucial. These tasks fall under the umbrella of text mining and serve as a vital preliminary step before applying machine learning algorithms. This comprehensive course aims to equip you with a deep understanding of essential concepts related to string manipulation and regular expressions. Throughout the program, you will gain proficiency in various techniques such as string splitting, joining, interpolation, as well as detecting, extracting, replacing, and matching strings using regular expressions. To enhance your learning experience, you will engage with diverse datasets encompassing movie reviews, streamed tweets, and raw text scraped from the web. These datasets will enable you to analyze opinions, sentiments, and other valuable insights. By the end of this course, you will have honed your skills in text mining, empowering you to effectively extract and manipulate textual data for further analysis and machine learning applications.
by DataCamp
Learn about string manipulation and become a master at using regular expressions.
by DataCamp
Manipulate text data, analyze it and more by mastering regular expressions and string distances in R...
by DataCamp
Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.
by DataCamp
Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.
by DataCamp
Learn how to pull character strings apart, put them back together and use the stringr package.
by DataCamp
Continue your journey to becoming an R ninja by learning about conditional statements, loops, and ve...
by DataCamp
Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest...
by DataCamp
In this course you will learn to fit hierarchical models with random effects.
by DataCamp
Learn the basics of cash flow valuation, work with human mortality data and build life insurance pro...
by DataCamp
Learn the core techniques necessary to extract meaningful insights from time series data.