Issues

• Implement Feature Engineering Tutorial

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#31 · Filter by author rajveer43 opened on Nov 1, 2023
  7

• Implement Outlier Detection Tutorial

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#30 · Filter by author rajveer43 opened on Nov 1, 2023
  1

• Data Analysis of Text based Dataset

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#29 · Filter by author rajveer43 opened on Nov 1, 2023
  4

• Tutorial on Anomaly Detection

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#28 · Filter by author rajveer43 opened on Nov 1, 2023
  5

• Data Augmentation with Synthetic Data using ydata-synthetic

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#25 · Filter by author miriamspsantos opened on Oct 13, 2023

• Handling Imbalanced Datasets with Undersampling

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#24 · Filter by author miriamspsantos opened on Oct 13, 2023

• Handling Imbalanced Datasets with Oversampling

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#23 · Filter by author miriamspsantos opened on Oct 13, 2023

• Classification Metrics in Machine Learning

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#22 · Filter by author miriamspsantos opened on Oct 13, 2023

• How to Perform Cross-Validation

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#21 · Filter by author miriamspsantos opened on Oct 13, 2023

• Introduction to Time Series Analysis

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#20 · Filter by author miriamspsantos opened on Oct 13, 2023

• Clustering with K-Means

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#19 · Filter by author miriamspsantos opened on Oct 13, 2023
  2

  

• Introduction to Classification with Scikit-Learn

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#18 · Filter by author miriamspsantos opened on Oct 13, 2023
  1

• Simple Linear Regression in Machine Learning

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#17 · Filter by author miriamspsantos opened on Oct 13, 2023
  2

  

• Data Visualization with Matplotlib and Seaborn

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#16 · Filter by author miriamspsantos opened on Oct 13, 2023
  1

• Exploratory Data Analysis (EDA) with ydata-profiling

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#15 · Filter by author miriamspsantos opened on Oct 13, 2023

• Hyperparameter Tuning with Grid Search

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#14 · Filter by author miriamspsantos opened on Oct 13, 2023

• How to Perform PCA Dimensionality Reduction

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#13 · Filter by author miriamspsantos opened on Oct 13, 2023

• How to Transform Numerical to Categorical Data

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#12 · Filter by author miriamspsantos opened on Oct 13, 2023

• How to Make Distributions More Gaussian

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#11 · Filter by author miriamspsantos opened on Oct 13, 2023

• How to Encode Categorical Data

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#10 · Filter by author miriamspsantos opened on Oct 13, 2023
  2

  

• How to Define Feature Importance

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#8 · Filter by author miriamspsantos opened on Oct 13, 2023

• Missing Data Imputation with Machine Learning Methods

  good first issue
  Data-Centric-AI-Community/awesome-python-for-data-science#7 · Filter by author miriamspsantos opened on Oct 13, 2023