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Decks in this class (24)
Fundamentals
What are parametric models 1,
What are non parametric models 2,
What are examples of non parametr...
15
cards
Models
Blank 1,
What is linear regression 2,
What is logistic regression 3
11
cards
Deep Learning
What is a cnn 1,
What is an rnn 2,
What is a transformer model 3
10
cards
Probability, Statistics & Math
Blank 1,
State bayes theorem 2,
What is a normal distribution 3
11
cards
Feature Engineering
Blank 1,
What is one hot encoding 2,
What is normalization 3
11
cards
System Design
What is a data pipeline 1,
What is model deployment 2,
What is batch prediction 3
10
cards
MLOps
Blank 1,
What is ci cd for ml 2,
What is mlflow 3
11
cards
Problem Solving
What is numpy used for 1,
What is pandas used for 2,
How to merge two pandas dataframes 3
10
cards
Case studies
What is a recommender system 1,
What is collaborative filtering 2,
What is content based filtering 3
10
cards
LangChain
0
cards
Non-ML Systems Design
Vertical scaling 1,
Horizontal scaling 2,
What are benefits of horizontal s...
52
cards
Python programming
How to transpose a matrix 1
1
cards
Markov chains
What is a markov chain 1,
What are transition probabilities 2,
What is a transition matrix 3
3
cards
Linear Algebra
How do you calculate the eigenval...,
What is the characteristic equati...,
What is the quadratic formula 3
3
cards
AWS
What is cdk 1,
Amazon ec2 2,
Amazon s3 3
21
cards
Amino acids
Non polar amino acids 1,
Positively charged aas 2,
Negatively charged aas 3
16
cards
AA abbreviations
A 1,
R 2,
N 3
20
cards
Miscelanious
Ipsae 1,
Plddt 2,
Which metrics can be used to asse...
151
cards
Physical study cards
Linear regression 1,
What does backpropagation do 2,
Model training code in pytorch 3
43
cards
Protein Design Course
How would you go about predicting...,
What are the four origins of co e...,
Global distance test 3
8
cards
Biology
What are orthologs 1,
What are paralogs 2,
What is the n terminus and c term...
6
cards
Structure Evaluation Metrics
Which score s should i use to ass...,
Which score s should i use if i w...,
Which score s best capture local ...
19
cards
PyTorch3
Create a tensor from python data 1,
Create common tensors zeros ones ...,
Create tensor like another tensor...
61
cards
Python hacks
Simple tying example for addition...,
Iterate through list with indices 2,
Iterate through multiple iterable...
11
cards
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