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Stephen Allwright
  • Machine learning
  • Metrics
  • - Metric choice
  • - Metric values
  • - Metric calculators
  • Pandas
  • - Datetime features
  • Snowflake
  • - Snowflake in Python
  • Python
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Resources

Here is a up-to-date collection of resources that I have personally found helpful in my data science journey.

This list is as much for me as it is for you.

  • Courses
  • Python
  • Machine learning
  • Statistics

Courses

Python for Data Science and Machine Learning Bootcamp
Python for Time Series Data Analysis
Deep Learning with Python and Keras
Probability and Statistics for Business and Data Science
The Complete SQL Bootcamp 2020
Complete Guide to TensorFlow for Deep Learning with Python


Python

Numba


Machine learning

Machine learning flashcards
Chris Albon’s resources

Recommender systems

LightFM
TensorFlow recommenders


Statistics

Comparison of two means
Confidence intervals for means
When to use a z-test or t-test
List of distributions


Check out our handy topic pages

Interpret metric values

Use Snowflake in Python

Feature engineering with Pandas

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