Catalogue of my Data Science articles
Condensed list of all my posts on Data Science related topics
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If you liked one of my posts and would like to check out more, or simply want to browse through my articles, this catalogue may be helpful for you. Here, you will find a list of all my posts in a condensed form. Hopefully, this will save you time finding relevant Data Science content that may be useful for you. New posts will be added to the list as they are published so the catalogue will always be up to date.
Categories
Each post is tagged with up to 3 key categories using the emoji code below:
🐍 Python
🐼 Pandas (Python is implied, hence additional tagging with 🐍 is not used)
📦 SQL
⭐ Data Science Best Practices
💬 Natural Language Processing
📊 Data visualisation
➗ Maths/Theory behind a data science concept
🍀 Tips
List of all articles
⭐ Introduction to Git for Data Science
⭐ Introduction to Python Virtual Environment for Data Science
🍀 Enrich your GitHub profile with these tips
🍀 Create your own stunning website in minutes for free
🐍 Datasets in Python
🐍 Simple ways to create synthetic dataset in Python
🐍 Simple tool to foster connection among employees
🐍 Exploratory data analysis guide
🐍⭐ From ML Model to ML Pipeline
🐍⭐ Pipeline, ColumnTransformer and FeatureUnion explained
💬🐍⭐ FeatureUnion, ColumnTransformer & Pipeline for preprocessing text data
🐍⭐ Two ways to create custom transformers with Scikit-learn
🐍⭐ Prediction intervals in Python
🐍 Introduction to Image Classification with TensorFlow — Part 1
🐍 Introduction to Image Classification with TensorFlow — Part 2
🐍 Introduction to Word2Vec (Skip-gram)
🐍🍀 Organise your Jupyter Notebook with these tips
🍀 Enrich your Jupyter Notebook with these tips
🐍🍀 Useful IPython magic commands
🐍🍀 5 tips to learn Python from zero
🐍🍀 Interesting ways to use punctuations in Python
🐍🍀 Simple way to find a suitable algorithm for your data in scikit-learn
🐍🍀 Feature selection in Scikit-learn
🐍🍀 Meet HistGradientBoostingClassifier
🐍🍀📊 Partial dependence plots with…
