awesome-data-science-refs
Data Science reference material
https://github.com/mleng-shared/awesome-data-science-refs
Last synced: 5 days ago
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- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Machine Learning in Python, SMU
- Survival Analysis (Lifelines)
- Learning Deep Learning
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Sktime: a Unified Python Library for Time Series Machine Learning
- The Complete Guide to AUC and Average Precision
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Understanding Convolutions
- Convolutional Neural Networks for Visual Recognition
- Variational Autoencoders Explained
- Principles of training multi-layer neural network using backpropagation
- GloVe: Global Vectors for Word Representation
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Intuitive Understanding of the Fourier Transform and FFTs
- Sktime: a Unified Python Library for Time Series Machine Learning
- Rapids.ai (NVIDIA)
- The Complete Guide to AUC and Average Precision
- Explain Your Model with the SHAP Values
- Houston Area Machine Learning Meetup
- Linear Regression with NumPy
- Analyzing Customer Attrition in Subscription Models
- Dive into Deep Learning
- Stochastic Weight Averaging in PyTorch
- LSTM is dead. Long Live Transformers!
- PDF Table Extraction with Keras-RetinaNet
- Creating End-to-End MLOps pipelines using Azure ML and Azure Pipelines
- MLflow Documentation
- Using MLFlow and Docker to Deploy Machine Learning Models
- Deploy MLflow with docker compose
- Autoviz: Automatically Visualize any Dataset
- Vim Cheatsheet
- Vim Tutorial Videos (TheFrugalComputerGuy)
- Resolving merge conflicts with vimdiff)
- Tmux Cheat Sheet & Quick Reference
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- The Complete Guide to AUC and Average Precision
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Sktime: a Unified Python Library for Time Series Machine Learning
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- 3 Pandas Trick to Easing Your Data Life
- Do You Know Python Has A Built-In Database?
- How to rewrite your SQL queries in Python with Pandas
- Sktime: a Unified Python Library for Time Series Machine Learning
- Deploy MLflow with docker compose
- The Complete Guide to AUC and Average Precision
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
- Explain Your Model with the SHAP Values
- GridSearchCV 2.0 — New and Improved
- The Complete Guide to AUC and Average Precision
- Text Classification with NLP: Tf-Idf vs Word2Vec vs BERT
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