Data Science and Machine Learning with R and Python

Data science,Machine Learning,Data visualization with R and Python using real world examples.

3.42 (25 reviews)

Udemy

platform

English

language

Data Science

What you will learn

Solve any data analytics problem using R and Python

Perform Data exploratory functions,importing and exporting the data sets,Data manipulation

Perform Logistic Regression using Cancer remission data set.

Data manipulation in R-Dply,Filter,multiple filter,mutate,arrange,summarize.

Data visualization in R

Association Analysis in R using Market Basket analysis

Basics of Python

Working with tuple continued,list,tuple,dictionaries(key value pair),set,In keyword,define a function,sorting using sorted function.

Data mapping and indexing using enumerate,creating dictionaries using enumerate,sorting without order,reversing the list,append the list.

Zip function,Iterate the value of tuple,If statement,else if statement,for loop,while,exception handling

Mathematical on Array using Numpy,decalring the 2D array,3D array,dtype,numpy operations,boolean array

Shape manipulation on Arrays

Working with Pandas, Series, lists and dictionary

Vector operation with data alignment

Grouping by variable,Sorting of Data,standardization of data,apply standardized function to data frame

Linear regression in python

Quizzes and practice tests included for knowledge test

Course Gallery

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