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DS Interview MAIN

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

By: alessandro manzotti
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Decks in this class (24)

general
Does the random contraction algor...,
What is the complexity of additio...,
What is the fastest you can be in...
51  cards
bit-wise manipulation
X 0s xor,
X 1s,
X x
20  cards
Math and logic puzzle
You have to bucket a 5 4 bucket a...,
Flatten pills you have 20 bottles...,
Mutiledted dominos can you cover ...
53  cards
data structures
What is a link list,
What are hash tables,
What is the lookup time of a hash...
18  cards
useful code
Sort an array of 0s 1s and 2s,
What is interpolation search,
How do you check if 2 elemetns of...
52  cards
ML
machine learnign algos and tips
213  cards
behavioural_amaz
Amazon leadership principles 14,
Weaknesses,
Question to ask them
39  cards
SQL
Given a table employee having col...,
Write a sql query to find the 10t...,
What is a null value what are the...
90  cards
Neural Networks
How to separate test train and va...,
What is logistic regression,
Explain the softmax function
131  cards
Convolutional Neural Networks
Statistical invariance,
What are convets or convolutional...,
What do strides represent
43  cards
GANS' (Generative Adversarial Networks)
Cool uses for gans,
Basics of how gans work,
How to create the generator input...
11  cards
TensorFlow
Explain the softmax function,
What are logits,
Explain the tf session
30  cards
Computer Vision
How is pure white expressed as a ...,
Select x and y values of an image,
How to create a color threshold
32  cards
Supervised Learning
Model evaluation metrics which be...,
Model evaluation metrics r2,
Ensemble methods introducing rand...
102  cards
2. Math & Statistics - Exploratory Data Analysis
Quais sao os graficos mais comuns...,
Quais sao os graficos mais comuns...,
Qual cuidado precisa ter ao criar...
18  cards
2. Math & Statistics - Probability
What is sample space,
How to denote the sample space,
What does probability study
28  cards
Time_series
Describe briefly the time line fo...,
What are possible pitfalls when u...,
What is the arima formula explain it
42  cards
GENERAL_ML_CULTURE
Here we put info from Blog and posts. Where is the world of AI going, hot topics etc
52  cards
nlp
How big are sota nlp models in te...,
What is knowledge distillation ge...,
What are some problems with curre...
55  cards
System design
What are some questions to keep i...,
What are some numerical component...,
System design template for interv...
3  cards
Leetcode
921 minimum add to make parenthes...,
Whenever you have a problem where...,
1570 dot product of two sparse ve...
61  cards
Knowledge distillation
What are some knowledges aspect o...,
What are the 3 category or type o...,
Response based knowledge
16  cards
automotive interview
application of generative AI in automotive
7  cards
Generative AI
In the context of llm prompting e...,
In the context of llm prompting e...,
What is rag
42  cards

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DS Interview MAIN

  • Class purpose General learning

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