Python Programming & R Programming

About The Course

Are you new to Python or R or need a refresher? Then this course will help you get all the fundamentals of Procedural Python, Object-Oriented Python, and R programming, and it will conclude with building a data analysis project similar to real-world applications used in data science and analytics.

What Will You Learn?

In this course, you will learn the fundamentals of Python and R programming, including syntax, data types, and control structures. You will master data manipulation and analysis using libraries such as Pandas and Numpy in Python, and dplyr and tidyr in R. You will also learn to create and customize data visualizations using Matplotlib and Seaborn in Python, and ggplot2 in R. Additionally, you will gain skills in database integration, connecting to and querying databases with Python and R. The course will introduce you to basic machine learning concepts and model implementation in both languages. By the end of the course, you will have completed a comprehensive data analysis project, applying all the skills you have learned.

The Course Curriculam

Fundamentals of Python and R Programming
Syntax, data types, and control structures Functions, modules, and packages

Data Manipulation and Analysis
Using Pandas and Numpy in Python Using dplyr and tidyr in R

Data Visualization
Creating and customizing plots with Matplotlib and Seaborn in Python Creating and customizing plots with ggplot2 in R

Database Integration
Connecting to and querying databases using Python and R

Introduction to Machine Learning
Basic algorithms and model implementation in Python and R

Real-World Projects
Building and presenting a comprehensive data analysis project

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Sonek

Sonek Data School is a dynamic and forward-thinking international management consultancy firm that operates across a wide range of industries.

13 Courses 5 Students