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Data Science using Python and R

This class was created by Brainscape user Kaman Hung. Visit their profile to learn more about the creator.

By: Kaman Hung
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Decks in this class (15)

1 - Introduction
What is the growth rate of job op...,
What was ibm s projection for the...,
What is the primary reason for th...
41  cards
2 - The Basics
What is required to run python co...,
How do you download anaconda 2,
What are the three main boxes dis...
84  cards
3 - Data Preparation
What data sets are used in the ba...,
What are the four predictors used...,
How many records are in the bank ...
76  cards
4 - Exploratory Data Analysis
What is the primary purpose of ex...,
What is a hypothesis test ht 2,
What does eda allow the user to do 3
72  cards
5 - Preparing to Model the Data
What is the first phase discussed...,
What are the important tasks in t...,
What is the primary reason data s...
41  cards
6 - Decision Trees
What are the first four phases of...,
What is the target variable in th...,
What are the predictors retained ...
58  cards
7 - Model Evaluation
What is the primary focus of mode...,
What is the difference between ev...,
What type of models are discussed...
70  cards
8 - Naïve Bayes Classification
What is the basis of naive bayes ...,
What does the prior distribution ...,
What is the posterior distributio...
97  cards
9 - Neural Networks
What do neural networks attempt t...,
What are the main components of a...,
What is the role of dendrites in ...
51  cards
10 - Clustering
What is clustering 1,
How does clustering differ from c...,
What is a cluster 3
40  cards
11 - Regression Modeling
What are the two remaining tasks ...,
What is the most widespread metho...,
What does simple linear regressio...
65  cards
12 - Dimension Reduction
What is high dimensionality in da...,
What is multicollinearity 2,
What is double counting in the co...
62  cards
13 - Generalized Linear Models
What are general linear models gl...,
What is the linear predictor in a...,
What is the link function in glms 3
42  cards
14 - Association Rules
What is the form of association r...,
What are the two key measures ass...,
What does support represent in an...
62  cards
15 - Data Summarization and Visualization
What does descriptive statistics ...,
What are elements in a data set 2,
What is a variable 3
78  cards

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Data Science using Python and R

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