Data Science and Machine Learning Bootcamp with R

Level: Beginner — Author: Writix

Data Science and Machine Learning Bootcamp with R

Level: Beginner • Duration: 40 hours

Author: Writix

About This Course

This bootcamp offers an in-depth exploration of data science and machine learning using R. Participants will learn a variety of essential topics, including:

- Programming with R
- Advanced features of R
- Utilizing R data frames for sophisticated problem-solving
- Managing Excel files within R
- Implementing web scraping techniques using R
- Connecting R to SQL databases
- Crafting data visualizations with ggplot2
- Developing interactive visualizations using Plotly
- Exploring machine learning algorithms in R, such as linear regression, K nearest neighbors, K-means clustering, decision trees, random forests, data mining on Twitter, neural networks, deep learning, and support vector machines.

Join now to embark on your journey to becoming a data scientist!

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Data Science and Machine Lear…

Duration: 40 hours

XP Points: 350

Participants: 0

Materials

- Aspiring data scientists - Students seeking to enhance their programming skills - Professionals aiming to pivot into data science - Individuals interested in machine learning - Anyone looking to leverage R for data analysis