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Katie D
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Decks in this class (30)
Sorts
Quicksort time complexity,
Quicksort space complexity,
Quicksort how does it work
42
cards
Data Structures
Array index,
Array search,
Hash table search
12
cards
Math
Summation from 1n,
Quadratic equation,
Factor quadratic equation
3
cards
Everything Else
Four layer web architecture,
Memoization,
Three layer web architecture
5
cards
Big O
Red,
Blue,
Purple
7
cards
Graphs
Legal graph coloring,
Adjacency list,
Adjacency matrix
9
cards
Distributed Systems
Cap theorem,
What does consistency mean,
What does availability mean
12
cards
GCP
Bigtable,
Bigquery,
Spanner
4
cards
Java Fundamentals
How does garbage collection work,
How is the heap divided in the ho...,
What is cms gc
17
cards
Databases
Cap,
C in acid,
A in acid
25
cards
OSI
Layer 1 osi model,
Layer 2 osi model,
Layer 3 osi model
8
cards
System Design - Caching
Approach to system design interviews,
Application server cache pros and...,
How does a distributed cache work
8
cards
System Design - Load Balancer
Where are load balancers typicall...,
Load balancing algorithms,
Load balancer progression
3
cards
APIs
Get,
Put,
Patch
7
cards
Scala
Object keyword,
Companion object,
Unit
21
cards
System Design - General
Latency versus throughput,
Performance requirements,
Approach to system design interviews
33
cards
Python
Strings mutable,
Returns true if all char are alph...,
Returns true if all char are lett...
51
cards
System Design - Scale
Facebook dau,
Instagram dau,
Twitter mdau
8
cards
Algos
Backtracking,
What are the hallmarks of a backt...,
Two sumgiven an array of integers...
5
cards
Trees
Bfs,
Complete binary tree,
Full binary tree
15
cards
ML Technologies
Gitops,
Ml serving,
Feature store
3
cards
ML System Design
Elements of ml system design,
Questions to ask,
Confusion matrix
29
cards
Feature Imputation
Feature imputation techniques,
Data dropping tradeoffs,
Dropping columns with high nullab...
4
cards
Feature Store
Online feature store,
Offline feature store,
Batch inference
19
cards
Heaps
Min heap,
Heap insertion,
Heap delete root node
17
cards
Complete Binary Trees
Complete binary tree,
Complete binary tree in array for...,
Complete binary tree in array for...
6
cards
ML Models
Cons of logistic regression,
Pros of logistic regression,
Logistic regression
27
cards
ML Concepts
Feature crossing,
Example of crossing two features ...,
Feature selection
24
cards
ML Metrics
Offline metrics for classificatio...,
Regression,
Offline metrics for ranking
30
cards
Discord
Inputstreamreader,
What does the server socket do,
How does a serversocket accept a ...
10
cards
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My Coding Interview
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