Level: Beginner — Author: Writix
Level: Beginner • Duration: 40 hours
Author: Writix
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!
Duration: 40 hours
XP Points: 350
Participants: 0
- 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