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Study Guide For IT Students

Hello, My name is Kruti Shah. I am software developer. I completed my Master's degree in major of Computer Science.

INTERESTS :

1) Design And Analysis Of Algorithms
Theoretical computer science
Algorithm design and analysis
Graph theory and algorithms
Data structures
Discrete mathematics
Formal languages and machines
Computational complexity

2) Data Science
Artificial intelligence
Machine learning
Artificial neural networks and deep learning

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AirBnb NYC Project Presentation

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About the Dataset: The dataset contains house rental prices for New York City. It includes home rented in the past years. We will use different algorithm to predict the price Row: 4 4317 Column: 96 Size: 161MB Dataset Link: Objectives: The goal of our study is to build a predictive model that explains how renters value their properti es and set their rental prices in New York City. In order to reach this goal the necessary objectives include: > Analyze and understand data for rental pric...

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  • Presentation
  •  • 18 pages • 
  • by shahkruti4595 • 
  • uploaded  26-03-2020
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Presentation (Red wine Quality)

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DATA-SET: wineQualityR Data set link : Project Description : It shows relation between quality and other variables of wine. We want to do transformation to see if we can increase correlation coefficient between them. Used stepwise variable selection method to choose best predictor of wine quality. Goal : Our focus is to see how each chemical component influences the quality of wine (0 'very bad' to 10 'very excellent'). The usage of this analysis will help to understand whether by modifying...

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  • Presentation
  •  • 41 pages • 
  • by shahkruti4595 • 
  • uploaded  26-03-2020
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Project Report (Red wine Quality)

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DATA-SET: wineQualityR Data set link : Project Description : It shows relation between quality and other variables of wine. We want to do transformation to see if we can increase correlation coefficient between them. Used stepwise variable selection method to choose best predictor of wine quality. Goal : Our focus is to see how each chemical component influences the quality of wine (0 'very bad' to 10 'very excellent'). The usage of this analysis will help to understand whether by modifyin...

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  • Presentation
  •  • 17 pages • 
  • by shahkruti4595 • 
  • uploaded  26-03-2020
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