This class was created by Brainscape user Noah Green. Visit their profile to learn more about the creator.
By:
Noah Green
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Decks in this class (67)
Data Science Terminology - assorted topics
No deck description has yet been added by the author.
60
cards
Data Science Risk Management
No deck description has yet been added by the author.
10
cards
Machine Learning Lifecycle
No deck description has yet been added by the author.
10
cards
Machine Learning Operations
No deck description has yet been added by the author.
8
cards
Scientific Methods in Data Science
No deck description has yet been added by the author.
8
cards
Data Science Algorithms
No deck description has yet been added by the author.
20
cards
Support Vector Machine SVM
No deck description has yet been added by the author.
8
cards
Long Short-Term Memory (LSTM)
No deck description has yet been added by the author.
9
cards
Time-Series MLM
No deck description has yet been added by the author.
10
cards
State Space MLM
No deck description has yet been added by the author.
16
cards
Gaussian Processes MLM
No deck description has yet been added by the author.
10
cards
ARIMA MLM
No deck description has yet been added by the author.
10
cards
SARIMA MLM
No deck description has yet been added by the author.
10
cards
Vector AutoRegression MLM
No deck description has yet been added by the author.
10
cards
Holt-Winters MLM
No deck description has yet been added by the author.
10
cards
XGBoost MLM
No deck description has yet been added by the author.
11
cards
Gradient Boosting MLM
No deck description has yet been added by the author.
10
cards
GRU MLM
No deck description has yet been added by the author.
9
cards
RNN MLM
No deck description has yet been added by the author.
9
cards
Meta Prophet MLM
No deck description has yet been added by the author.
10
cards
ETS MLM
No deck description has yet been added by the author.
9
cards
PCA MLM
No deck description has yet been added by the author.
9
cards
Q-Learning Network MLM
No deck description has yet been added by the author.
9
cards
Deep Q Network MLM
No deck description has yet been added by the author.
9
cards
Decision Tree MLM
No deck description has yet been added by the author.
9
cards
Association MLM
No deck description has yet been added by the author.
10
cards
Hinge Loss
No deck description has yet been added by the author.
8
cards
Loss Functions
No deck description has yet been added by the author.
10
cards
Quantile loss
No deck description has yet been added by the author.
8
cards
Mean Absolute Error (MAE)
No deck description has yet been added by the author.
8
cards
Mean Squared Error (MSE)
No deck description has yet been added by the author.
8
cards
Focal Loss
No deck description has yet been added by the author.
7
cards
Kullback-Leibler (KL) Divergence
No deck description has yet been added by the author.
9
cards
SVM Kernel
No deck description has yet been added by the author.
9
cards
Radial Basis Function (RBF) Kernel
No deck description has yet been added by the author.
8
cards
Linear Kernel
No deck description has yet been added by the author.
8
cards
Polynomial Kernel
No deck description has yet been added by the author.
8
cards
Sigmoid Kernel
No deck description has yet been added by the author.
8
cards
Regularization path algorithms
No deck description has yet been added by the author.
9
cards
Bayesian Optimization
No deck description has yet been added by the author.
11
cards
Random Search
No deck description has yet been added by the author.
10
cards
Grid Search
No deck description has yet been added by the author.
10
cards
Tuning hyperparameters
No deck description has yet been added by the author.
7
cards
Elastic Net
No deck description has yet been added by the author.
7
cards
L2 Ridge
No deck description has yet been added by the author.
9
cards
L1 Lasso
No deck description has yet been added by the author.
8
cards
Parallelization
No deck description has yet been added by the author.
9
cards
Cross-validation
No deck description has yet been added by the author.
9
cards
Regularization
No deck description has yet been added by the author.
9
cards
Backpropagation
No deck description has yet been added by the author.
9
cards
Variational Autoencoders (VAEs)
No deck description has yet been added by the author.
9
cards
Autoencoder
No deck description has yet been added by the author.
11
cards
Non-negative Matrix Factorization (NMF)
No deck description has yet been added by the author.
10
cards
t-Distributed Stochastic Neighbors Embedding (t-SNE)
No deck description has yet been added by the author.
11
cards
Linear Discriminant Analysis (LDA)
No deck description has yet been added by the author.
10
cards
Independent Component Analysis (ICA)
No deck description has yet been added by the author.
10
cards
Feature extraction
No deck description has yet been added by the author.
11
cards
Feature engineering
No deck description has yet been added by the author.
11
cards
model interpretability libraries
No deck description has yet been added by the author.
25
cards
Joblib - Dask
No deck description has yet been added by the author.
16
cards
ELI5
No deck description has yet been added by the author.
16
cards
Prompt Engineering
No deck description has yet been added by the author.
11
cards
SHAP
No deck description has yet been added by the author.
17
cards
Mercer's Theorem
No deck description has yet been added by the author.
7
cards
scikit-learn
No deck description has yet been added by the author.
16
cards
multi-class classification
No deck description has yet been added by the author.
11
cards
sigmoid function
No deck description has yet been added by the author.
8
cards
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data science - from chatgpt
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