Book

Hands-On Data Science with R

Hands-On Data Science with R explore various popular R packages to perform various data science tasks, including core statistical concepts and a wide array of use cases. This practical book covers the entire data science ecosystem for aspiring data scientists, including machine learning, NLP, and neural networks

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
14h approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 14h total length

1. Getting started with Data Science and R
2. Descriptive and Inferential Statistics
3. Data Wrangling with R
4. KDD, Data Mining, and Text Mining
5. Data Analysis with R
6. Machine Learning with R
7. Forecasting and ML App with R
8. Neural Networks and Deep Learning
9. Markovian in R
10. Visualizing Data
11. Going to Production with R
12. Large Scale Data Analytics with Hadoop
13. R on Cloud
14. The Road Ahead

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