Data Science: NLP and Sentimental Analysis in R

🎓 Course Headline: 🚀 "Data Science: NLP and Sentimental Analysis Mastery with R Using 'The Big Bang Theory' Script"

Course Instructor: 👤 Sachin Kafle

Course Title: Data Science: NLP and Sentimental Analysis in R using "The Big Bang Theory" show script

Course Description:

Caution before taking this course: This course is designed to immerse you into the world of data science with a focus on Natural Language Processing (NLP) and Sentimental Analysis. It will equip you with the necessary skills to handle data using R, but it does not promise to make you an expert in R programming overnight. Instead, it will provide you with a solid foundation that is more than enough to apply in real-world machine learning and NLP models.

About the Course:

Embark on a hands-on journey where you'll learn to program in R and leverage its capabilities for data analysis, visualization, and practical application. You'll start by installing and configuring the software necessary for a robust statistical programming environment. Then, you'll dive into the world of R, understanding its generic programming language concepts as implemented in this high-level statistical language.

Our aim is not just to familiarize you with the R programming language but also to transform you into a professional Data Scientist who can wield R to analyze data and secure your first job in the field.

What You'll Learn:

• R Programming Concepts: Variables, data structures (vectors, matrices, lists, data frames), loops, functions, and the dplyr package; master the apply() functions.

• Web Scraping: Learn to scrape titles, links, and store them effectively into data structures.

• Natural Language Processing (NLP) Technologies: Understand the Bag of Word model, Term Frequency model, and Inverse Document Frequency (TF-IDF) model.

• Sentimental Analysis: Utilize Bing and NRC lexicon to analyze sentiments within text data.

• Text Mining: Gain insights through effective text mining techniques.

By the end of this course, you will have a comprehensive understanding of how to apply R for NLP and Sentimental Analysis. You'll be equipped with practical skills to confidently pursue roles as a Data Scientist and apply for jobs in this exciting field.

Throughout the course, we'll use "The Big Bang Theory" show script as a real-world dataset to apply our NLP and Sentimental Analysis techniques. This unique approach will not only make learning engaging but also help you understand how these concepts can be applied to various other datasets in different industries.

Don't miss this opportunity to turn your passion for data into a professional skill set with R! 📊🧠💡