Data Science with R & Python

Tools Covered

  • R
  • Python
  • Jupyter

Pre-requisites

  • Passion to learn data tools

What you will learn

  • Data Analytics
  • Data Visualization
  • ML foundation

Course Curriculum

No curriculum found !

Curriculum

Unit 1 : Foundation & Statistics

  • AI & Data Science foundation
  • R, Python, Spark, & Azure overview
  • Data types & Real world data
  • Descriptive Statistics
  • Random Distributions
  • Inferential Statistics

Unit 2 : Data Analytics with R

  • R Studio Installation & Configuration
  • Component of R programming
  • R Objects & Attributes
  • R Data Types
  • Functions & Loops
  • Reading Data in R
  • Data Import from Database
  • SQL & No SQL Data formats
  • Working with Numbers & Strings
  • Working with Dates & Time
  • Working with Data frames
  • Data Cleaning & Slicing
  • Data Transformation
  • NA treatments
  • Case Study on Real World Data

Unit 3 : Data Visualization with R

  • Business reporting with various plots
  • Data visualization with base plot
  • Data visualization with ggplot2 & plotly
  • Case Study on Real World Data

Unit 4 : Data Analytics with Python

  • Python Installation & Configuration
  • Component of Python programming
  • Importing Libraries & Data
  • Python Data Types
  • Working with Numpy & Pandas
  • Data Transformation
  • NA treatments
  • Comparison of R & Python

Unit 5 : Machine  Learning Introduction

  • Machine Learning Algorithms
  • Supervised ML
  • Un-Supervised ML
  • Linear Regression OLS & Multiple
  • Correlation & Test Errors
  • Linear Regression in R
  • Linear Regression in Python

Machine Learning Evaluation Parameters

CV Preparation

Effective selling of CV in job sites

Executive presence for Interview

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Course Reviews

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Key Features

We provide Job Oriented hands on practical training by real time working professional. its suitable for fresher and professional.

We provide hard copy for classroom students / soft copy for online students.

You will get lifetime video access - Online Students

we provide 24/7 support by any type of issues regarding classes and accessing.

You will get course completion certificate when you finished the course.

Greens Technology Velachery provides you job assistance, we have 150+ clients across the globe. We don’t charge any extra fees for this.

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