SKILL PATH
Data Science with R
Data science integrates statistics, machine learning, computer science, domain knowledge, and data visualization techniques to analyze and interpret complex datasets. R is uniquely positioned as the go-to tool for data scientists because it is easy to deal with complex statistical analyses and organize datasets. It is very important in today’s world, proving to be crucial in many fields. This Skill Path starts with an introduction and real-world applications of data science. It covers R fundamentals, data management and visualization with ggplot2, and teaches you how to build analytical models. You’ll learn essential machine learning techniques like supervised learning (including classification), data cleaning, statistical analysis, and visualization. You’ll also explore various plotting techniques and linear models, alongside advanced statistical analysis and data wrangling. By the end of this Skill Path, you’ll gain comprehensive skills to effectively use R for robust data manipulation and analysis.
38 hours
236 Lessons
Learning Objectives
An understanding of data science, including its definition, life cycle, and practical applications in real-world scenarios.
Familiarity with R fundamentals: syntax, key operations, data structures, and R libraries used in data science.
The ability to perform data analysis and create engaging data visualizations in R using various techniques.
Knowledge of important machine learning algorithms and how they are implemented in R.
The ability to develop and analyze statistical models from scratch.
The ability to manipulate and analyze data working with a real-world dataset.
Path Content
Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.
I highly recommend Educative. The courses are well organized and easy to understand.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.
I highly recommend Educative. The courses are well organized and easy to understand.
I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.
