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Python and R Programming Bootcamp

Python and R Programming Bootcamp

Learn to code and write programs in R and Python

updated on icon Updated on Feb, 2024

language icon Language - English

person icon Harshit Srivastava, Pranjal Srivastava

category icon Python,Python Bootcamp,R Programming,Python Programming,Programming Languages Other,

Lectures -50

Duration -6 hours

4.3

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Course Description

Welcome to this course on Python and R programming, where you will learn to write code in Python and R by implementing various concepts. 

Firstly in the first few sections of this course, you will learn about R programming and implement various concepts with hands on practical examples. Then in the later sections of this course you will learn about Python programming.

As you might already be aware that R is not like general purpose programming languages, but optimized specifically to do complex mathematical tasks, finding insights from huge dataset and plotting the insights in form of Visualization charts. These capabilities make R, the most widely used language when it comes to Data Science, Data Analysis and Business Intelligence.

This course would teach you everything in R programming right from the scratch, so don't worry if you an absolute beginner. Moreover, if you have already used python or R previously, this course would take your skillset to the professional levels.

Why learn R?

It helps Data Analysts and Data Scientists perform many data-related tasks, such as data storage and data analysis, and can be used to create customized dashboards and data visualizations. R is a high level language that has easier syntax as compared to other programming languages such as C, C++, Java, python, dot net. If you are skilled in R programming, it will add a significant value on your Resume and could help you get an aspirational career opportunity.

Here you would learn various concepts in R with practical examples such as-

  • Fundamentals of R

  • Datatypes and Variables

  • String functions

  • Boolean

  • Operators in R- Arithmetic, Assignment, Comparison, Logical, Miscellaneous

  • Control statements- if else, switch case, if else ladder and nested if

  • Loop- for, while, repeat, break, next, nested

  • Creating functions, parameters and arguments

  • Data Structures in R

  • Vector and List

  • Arrays and Matrix

  • Data Visualization in R- Plot

  • Line, Bar, Scatterplot, Pie charts, histogram

  • Statistics in R with mtcars

  • Statistical functions- max, min, mean, median, mode


Python is simple language enough for beginners, on the same time powerful enough for the professionals. It is basic weapon of data scientist which should be there. It is language for future programming. By the time you finish this course, you'll be a pro at Python!

This course is a one-stop-shop for everything you'll need to know to get started with Python, along with a few incentives. 

1. Basic operation with List, Tuple, Dictionary, set

2. File Manipulation

3. Graphical User Interface using Tkinter,

and many more topics

Where is python used?

Python is used in Data Science and Machine Learning. Python is used for web development. Python is a powerful programming language that gets used in various technologies.


Goals

What will you learn in this course:

  • You could write an R script and R commands on console
  • You could implement various concepts in R such as vectors, lists, loop, if else, etc.
  • You could create Data Visualization charts with plot- line, bar, scatterplot and pie chart
  • You could perform various Statistical operations on dataset such as finding min, max, median, mode, etc.
  • Learn to use Python professionally,
  • Datatypes like List, Tuple, Set and Numbers explained very well with example
  • You would be able to make GUI application using Tkinter
  • Projects are also there to apply the python skills into real world
  • You would be able to do file handling using Python
  • Basic concepts like Loops, Decision Making statement make your base strong
  • Learn to use GUI component like Radio button, Checkbox button, Button, entry, cursor to make attractive GUI application

Prerequisites

What are the prerequisites for this course?

  • No programming experience needed, you will learn everything from you need from beginning.
Python and R Programming Bootcamp

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction
1 Lectures
  • play icon Course Introduction 02:02 02:02
Introduction to R Programming
1 Lectures
Tutorialspoint
Getting started with Strings in R
1 Lectures
Tutorialspoint
If else, while and for loop
4 Lectures
Tutorialspoint
Create a function in R
1 Lectures
Tutorialspoint
Data structure
4 Lectures
Tutorialspoint
Data Visualization
6 Lectures
Tutorialspoint
Statistics
3 Lectures
Tutorialspoint
Introduction to Python
4 Lectures
Tutorialspoint
Python Datatypes
4 Lectures
Tutorialspoint
Python File Handling
8 Lectures
Tutorialspoint
Python GUI- tkinter
13 Lectures
Tutorialspoint

Instructor Details

Harshit Srivastava

Harshit Srivastava

SME on Cloud, Bluemix

I am Self-Taught developer who had worked on various platforms using varied languages, and involved in various Projects both Open Source and Proprietary.

I have developed Web and Android Applications, chrome Extension, worked on various frameworks, fixed bugs for some projects, and explored numerous others. I think education and learning should be free and open, not be bound with restrictions like attending classes or going to college, People from all age groups, gender, faith, race, nations, etc must get equal privilege. When entire world would act this way like being a single FAMILY, we would truly realise VALUE of Knowledge and Human Life.

Currently I am teaching more than 60,000 students from 163 countries across the world.

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