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Machine Learning : DS

  




Analytics  : a brief  over view 

  This is in progress blog


Analytics /Business Analytics : Tools and techniques to turn data into meaningful business insights.

Descriptive Analytics : Reaction 

Preditive Analytics : What can happen ?

Discovery Analytics : Mining through data and looking for interesting patterns & correlation

Prescriptive Analytics :  What should be done to have best o/ps ?


Tools

When to use  R?

When to use Python ?
     Machine Learning :Machine Learning refers to the techniques involved in dealing with vast data in the most intelligent fashion (by developing algorithms) to derive actionable insights.

Simple Linear Regression : 
Simple linear regression is a statistical method that allows us to summarize and study relationships between two continuous (quantitative) variables.




Types of charts

 Pie
Bar
Boxplots
Histograms
Line Graphs
Scatterplots
Measures of central Tendency

 Mean
Median
Mode

Linear Regression 
Multiple Regression 
Logistic Regression 


Distributions

Normal 
Binomial 
Poission


Variance 

Variance
Co varinance

Descision Tree
Random Forest
Survival Analysis
Chi Square Test


https://www.analyticsvidhya.com/blog/2017/12/introduction-to-altair-a-declarative-visualization-in-python/





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Comments

  1. safdar aliOctober 14, 2022 at 4:55 AM

    I like your all post. You have done really good work. Thank you for the information you provide, it helped me a lot.I hope to have many more entries or so from you.
    Very interesting blog.
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