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By:
James Clyne
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Decks in this class (32)
DS Foundations Part 1
What is the difference between st...,
What are examples of categorical ...,
What is ordinal data 3
30
cards
DS Foundations Part 2
What is the purpose of data visua...,
When should you use a bar chart 2,
When is a pie chart misleading 3
23
cards
DS Foundations Part 3
What is data storytelling 1,
Why is it important to tailor you...,
What is the difference between ex...
25
cards
DS Foundations Part 4
What is the law of large numbers 1,
What is a population in statistics 2,
What is a sample in statistics 3
23
cards
Ds Foundations Part 5
What is reproducibility in data s...,
What tools help make analysis rep...,
Why is reproducibility important 3
23
cards
Stats Part 1
What is the difference between de...,
What is a parameter in statistics 2,
What is a statistic in statistics 3
29
cards
Stats Part 2
What is a confidence interval 1,
What does a 95 confidence interva...,
What affects the width of a confi...
27
cards
Stats Part 3
What is the chi square test used ...,
What are the assumptions of a chi...,
What is the chi square statistic 3
26
cards
Stats Part 4
What is bayesian inference 1,
What is a prior distribution 2,
What is a posterior distribution 3
22
cards
Stats Part 5
What is random assignment 1,
What is a control group 2,
What is a placebo 3
23
cards
Programming Part 1
What are the basic data types in ...,
What is a list in python 2,
What is a tuple in python 3
27
cards
Programming Part 2
What is a dataframe in pandas 1,
What is a series in pandas 2,
How do you read a csv into a pand...
25
cards
Programming Part 3
What is numpy used for 1,
What is the main data structure i...,
How do you import numpy 3
25
cards
Programming Part 4
What is matplotlib 1,
How do you import matplotlib 2,
How do you create a basic line pl...
25
cards
Programming Part 5
How do you read a csv file in pan...,
How do you write a dataframe to a...,
How do you read a json file with ...
20
cards
Programming Part 6
What is unit testing 1,
What python module is commonly us...,
What is an assertion 3
20
cards
ML Part 1
What is supervised learning 1,
What is unsupervised learning 2,
What is the difference between re...
25
cards
ML Part 2
What is linear regression 1,
What does the slope coefficient r...,
What is the intercept in linear r...
20
cards
ML Part 3
What is a random forest 1,
What is bagging 2,
Why do random forests reduce over...
19
cards
ML Part 4
What is clustering 1,
What is k means clustering 2,
What is the elbow method in k mea...
15
cards
ML Part 5
What is feature engineering 1,
What is one hot encoding 2,
What is label encoding 3
20
cards
ML part 6
What is model interpretability 1,
What is shap 2,
What is feature importance 3
20
cards
Data Engineering Part 1
What is structured data 1,
What is unstructured data 2,
What is semi structured data 3
20
cards
Data Engineering Part 2
What does etl stand for 1,
What is the purpose of etl 2,
What is the difference between et...
15
cards
Data Engineering Part 3
What is a relational database 1,
What is sql 2,
What is a primary key 3
15
cards
Data Engineering Part 4
What is data cleaning 1,
What are common data quality issu...,
What is deduplication 3
19
cards
Data Engineering Part 5
What is observability in data pip...,
What is pipeline monitoring 2,
What are metrics commonly tracked...
20
cards
Business Part 1
What is a kpi 1,
What is revenue 2,
What is gross margin 3
15
cards
Business Part 2
What is a b testing 1,
What is the control group in a b ...,
What is the treatment group 3
15
cards
Business Part 3
What is a product funnel 1,
What is funnel drop off 2,
What is conversion rate 3
15
cards
Business Part 4
What is stakeholder framing 1,
Why is it important to understand...,
What is executive level communica...
15
cards
Business Part 5
What is business strategy 1,
What is a north star metric 2,
What is strategic alignment 3
15
cards
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Data Science
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