#data
58 snippets tagged with #data
Sortable Data Table Component
Reusable data table with column sorting, type-safe accessors, and sort direction indicators.
Best for: Admin dashboards
Data Warehouse - Technique 40
Data warehouse design
Best for: database operations
Feast Feature Store in Python
Define, materialise, and retrieve ML features using the Feast open-source feature store.
Best for: feature management
Docker Volume Management Commands
Essential Docker volume commands for data persistence, backup, migration, and cleanup.
Best for: Persisting database data across container restarts
Python CSV Processing Examples
Read, write, and transform CSV files using the csv module and pandas with encoding and dialect handling.
Best for: Reading and cleaning CSV data files
SQL Window Functions for Analytics
Use window functions for running totals, rankings, moving averages, and gap detection in analytics.
Best for: Building cumulative revenue dashboards
Polars Dataframe
Data science technique: polars-dataframe
Best for: machine learning
Dask Distributed
Data science technique: dask-distributed
Best for: machine learning
Vaex Big Data
Data science technique: vaex-big-data
Best for: machine learning
Modin Parallel
Data science technique: modin-parallel
Best for: machine learning
Scikit Learn Pipeline
Data science technique: scikit-learn-pipeline
Best for: machine learning
Scikit Learn Preprocessing
Data science technique: scikit-learn-preprocessing
Best for: machine learning
Feature Engineering
Data science technique: feature-engineering
Best for: machine learning
Feature Selection
Data science technique: feature-selection
Best for: machine learning
Dimensionality Reduction
Data science technique: dimensionality-reduction
Best for: machine learning
Pca Analysis
Data science technique: pca-analysis
Best for: machine learning
Tsne Visualization
Data science technique: tsne-visualization
Best for: machine learning
Clustering Kmeans
Data science technique: clustering-kmeans
Best for: machine learning
Hierarchical Clustering
Data science technique: hierarchical-clustering
Best for: machine learning
Dbscan Clustering
Data science technique: dbscan-clustering
Best for: machine learning
Gmm Clustering
Data science technique: gmm-clustering
Best for: machine learning
Regression Linear
Data science technique: regression-linear
Best for: machine learning
Regression Logistic
Data science technique: regression-logistic
Best for: machine learning
Regression Ridge
Data science technique: regression-ridge
Best for: machine learning
Regression Lasso
Data science technique: regression-lasso
Best for: machine learning
Svm Classification
Data science technique: svm-classification
Best for: machine learning
Random Forest
Data science technique: random-forest
Best for: machine learning
Gradient Boosting
Data science technique: gradient-boosting
Best for: machine learning
Xgboost Advanced
Data science technique: xgboost-advanced
Best for: machine learning
Neural Networks Basics
Data science technique: neural-networks-basics
Best for: machine learning
Keras Tensorflow
Data science technique: keras-tensorflow
Best for: machine learning
Pytorch Training
Data science technique: pytorch-training
Best for: machine learning
Jax Numerical
Data science technique: jax-numerical
Best for: machine learning
Cross Validation Advanced
Data science technique: cross-validation-advanced
Best for: machine learning
Hyperparameter Tuning
Data science technique: hyperparameter-tuning
Best for: machine learning
Grid Search
Data science technique: grid-search
Best for: machine learning
Bayesian Optimization
Data science technique: bayesian-optimization
Best for: machine learning
Ensemble Methods
Data science technique: ensemble-methods
Best for: machine learning
Voting Classifiers
Data science technique: voting-classifiers
Best for: machine learning
Stacking Models
Data science technique: stacking-models
Best for: machine learning
Blending Predictions
Data science technique: blending-predictions
Best for: machine learning
Time Series Forecasting
Data science technique: time-series-forecasting
Best for: machine learning
Anomaly Detection
Data science technique: anomaly-detection
Best for: machine learning
Imbalanced Learning Smote
Data science technique: imbalanced-learning-smote
Best for: machine learning
Target Encoding
Data science technique: target-encoding
Best for: machine learning
Feature Store Basics
Data science technique: feature-store-basics
Best for: machine learning
Model Calibration
Data science technique: model-calibration
Best for: machine learning
Confusion Matrix Analysis
Data science technique: confusion-matrix-analysis
Best for: machine learning
Precision Recall Curve
Data science technique: precision-recall-curve
Best for: machine learning
Roc Auc Evaluation
Data science technique: roc-auc-evaluation
Best for: machine learning
Uplift Modeling
Data science technique: uplift-modeling
Best for: machine learning
Recommendation Collaborative Filtering
Data science technique: recommendation-collaborative-filtering
Best for: machine learning
Nlp Tfidf
Data science technique: nlp-tfidf
Best for: machine learning
Topic Modeling Lda
Data science technique: topic-modeling-lda
Best for: machine learning
Survival Analysis
Data science technique: survival-analysis
Best for: machine learning
Causal Inference
Data science technique: causal-inference
Best for: machine learning
Kotlinx Serialization — JSON Parsing
Serialize and deserialize JSON with kotlinx.serialization: data classes, custom serializers, and polymorphism.
Best for: API response parsing and generation
Case Classes and Objects
Define immutable data with case classes: copy, equality, destructuring, and companion objects.
Best for: Domain modeling with immutable data