{ Josh Rendek }

<3 Go & Kubernetes
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Machine Learning & Algorithms

Table of Contents

  • Algorithms
  • Machine Learning
  • Learning
  • Entity Relations

Algorithms

  1. Consistent Hashing
  2. Consistent Hasing & Random Trees
  3. Consistent Hasing with Bounded Loads
  4. Shuffle Sharding (Go)
  5. Copysets: Reducing the frequency of data loss in cloud storage

Machine Learning

  1. Text Generation with Markov Chains
  2. Nano GPT
  3. Attention is all you need
  4. F1 Score Guide
  5. 5 Classification Algorithms for Machine Learning

Learning

  1. https://databricks.com/blog/2020/11/18/databricks-and-coursera-launch-data-science-specialization-for-data-analysts.html

Entity Relations

  1. https://github.com/ropeladder/record-linkage-resources
  2. https://github.com/dedupeio/dedupe
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