Bookmarks

List of bookmarks on data analytics

Data science in general

• Blogs
• Books
• Sources
  • Awesome datascience
  • Jonathan Bower - Data science resources
  • Ju Wu - Data Science resources
  • Awesome machine learning

Statistics

• Descriptive statistics
• Probability
• Inferential statistics
• Linear algebra

Python

Main tools

• Pandas
• Numpy

Machine Learning

• Scikit-Learn
• Keras
• TensorFlow

Scraping

• Requests

Web frameworks

• Django
• Flask

Visualisations

• Pandas
• Matplotlib
• Seaborn
• Plotly
• Dash
• Bokeh

Big Data

• Apache Spark
• DataBricks
• H2O
• PySpark

Cloud computing

• AWS
• GCP

Data visualisations

• Data viz project

Business intelligence

• Tableau
• Power BI
• Google Sheets
• Excel

Wordpress

• Elementor