GitHub - aaronjoseph/DataScienceNotes: Obsidian Notes on DataScience

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.idea		.idea
.obsidian		.obsidian
AWS		AWS
Attachements		Attachements
DevOps		DevOps
Excalidraw		Excalidraw
Excel & PPT		Excel & PPT
Finance		Finance
GCP		GCP
ISYE_6501		ISYE_6501
Job Interviews		Job Interviews
MGT_8803		MGT_8803
Research_Paper		Research_Paper
SQL		SQL
Vim		Vim
.DS_Store		.DS_Store
.gitignore		.gitignore
.md		.md
7 Database Paradigms.md		7 Database Paradigms.md
AB Testing.md		AB Testing.md
API.md		API.md
ARIMA.md		ARIMA.md
Action-Plan.md		Action-Plan.md
Active Learning.md		Active Learning.md
AdaBoost.md		AdaBoost.md
Adagrad and RMSProp.md		Adagrad and RMSProp.md
Adam Optimizer.md		Adam Optimizer.md
Advanced Pandas.md		Advanced Pandas.md
Anomaly Detection Algorithms.md		Anomaly Detection Algorithms.md
Association Rule Mining.md		Association Rule Mining.md
Autoencoders.md		Autoencoders.md
BERT.md		BERT.md
Bag of Words (BOW).md		Bag of Words (BOW).md
Bagging Meta-Estimator.md		Bagging Meta-Estimator.md
Bagging.md		Bagging.md
Batch vs Streaming Data.md		Batch vs Streaming Data.md
Benford's Law.md		Benford's Law.md
Better Visualisation.md		Better Visualisation.md
Bias-Variance Tradeoff.md		Bias-Variance Tradeoff.md
Big O.md		Big O.md
BigTable.md		BigTable.md
Binning.md		Binning.md
Blue Green Deployment.md		Blue Green Deployment.md
Boosting.md		Boosting.md
Bootstrap Aggregation.md		Bootstrap Aggregation.md
CAP Theorem.md		CAP Theorem.md
CNN - Backward Prop.md		CNN - Backward Prop.md
CNN Different Architectures.md		CNN Different Architectures.md
CUSUM (Cumulative Sum Control Chart).md		CUSUM (Cumulative Sum Control Chart).md
Calculus.md		Calculus.md
Canary Deployment.md		Canary Deployment.md
CatBoost.md		CatBoost.md
Categorical, Ordinal & Nominal.md		Categorical, Ordinal & Nominal.md
Central Limit Theorem.md		Central Limit Theorem.md
Champion Challenger.md		Champion Challenger.md
Chi-Squared Hypothesis Testing.md		Chi-Squared Hypothesis Testing.md
Churn Analysis.md		Churn Analysis.md
Classification Algorithms.md		Classification Algorithms.md
Classifier Accuracy.md		Classifier Accuracy.md
Closures - Python.md		Closures - Python.md
Coefficient of Standard Variation.md		Coefficient of Standard Variation.md
Collinearity.md		Collinearity.md
Computational Graph.md		Computational Graph.md
Concept Drift.md		Concept Drift.md
Confidence Interval.md		Confidence Interval.md
Confusion Matrix & Metrics.md		Confusion Matrix & Metrics.md
Continuous Integration & Deployment.md		Continuous Integration & Deployment.md
Convolutional Networks.md		Convolutional Networks.md
Correlation and Covariance.md		Correlation and Covariance.md
Cosine Similarity & Cosine DIstance.md		Cosine Similarity & Cosine DIstance.md
Cross Entropy Loss.md		Cross Entropy Loss.md
Cross Validation.md		Cross Validation.md
Cross-Tab.md		Cross-Tab.md
Cumulative Density Function.md		Cumulative Density Function.md
Customer Lifetime Value.md		Customer Lifetime Value.md
Customer Transformer - SkLearn.md		Customer Transformer - SkLearn.md
Cut - Shell.md		Cut - Shell.md
Data - MLOPs.md		Data - MLOPs.md
Data Cleaning.md		Data Cleaning.md
Data Drift.md		Data Drift.md
Data Labeling.md		Data Labeling.md
Data Leakage.md		Data Leakage.md
Database Sharding.md		Database Sharding.md
Decision Tree - Pruning.md		Decision Tree - Pruning.md
Decision Tree Regressor.md		Decision Tree Regressor.md
Decision Trees.md		Decision Trees.md
Decoder-Only Model (Transformers).md		Decoder-Only Model (Transformers).md
Deep Learning.md		Deep Learning.md
Deep Q-Learning.md		Deep Q-Learning.md
Deep and Shallow Copy (Python).md		Deep and Shallow Copy (Python).md
Dependent and Independent Variable.md		Dependent and Independent Variable.md
Deployment - MLOPs.md		Deployment - MLOPs.md
Deployment Patterns.md		Deployment Patterns.md
DevOps & SRE.md		DevOps & SRE.md
Dimensionality Reduction.md		Dimensionality Reduction.md
Dropout - Neural Network.md		Dropout - Neural Network.md
Elevator Pitch - Selling Data Science Projects.md		Elevator Pitch - Selling Data Science Projects.md
Embedding vs. Encoding - Understanding the Difference.md		Embedding vs. Encoding - Understanding the Difference.md
Encoder-Decoder Model (Transformers).md		Encoder-Decoder Model (Transformers).md
Encoder-Only Model (Transformers).md		Encoder-Only Model (Transformers).md