Terminology summary - Deepstash
Machine Learning With Google

Learn more about computerscience with this collection

Understanding machine learning models

Improving data analysis and decision-making

How Google uses logic in machine learning

Machine Learning With Google

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Terminology summary

  • Root is the topmost node of the tree  
  • Edge is the link between two nodes  
  • Child is a node that has a parent node  
  • Parent is a node that has an edge to a child node  
  • Leaf is a node that does not have a child node in the tree  
  • Height is the length of the longest path to a leaf  
  • Depth is the length of the path to its root  

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Data Trees: Definition

Data Trees: Definition

Trees are well-known as a non-linear data structure. They don’t store data in a linear way. They organize data hierarchically.

A tree is a collection of entities called nodes. Nodes are connected by edges. Each node contains a value or data, and it may or may not have a chi...

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sarakelly

Product designer

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Challenge 4: 10K Concurrent Viewers

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  • Scale horizontally to handle more concurrent viewers -> Add multiple Frontend nodes and coordinate them using a Dispatcher node.
  • In a similar fashion to the Frontend node, the Dispatcher has a subscriptions table to know which frontend nodes should r...

Now let me link the roots back to the other two components: Soil and Relationships

Now let me link the roots back to the other two components: Soil and Relationships

  • If a tree is surrounded by bad soil, its roots take whatever paths are available out of necessity, paths they might not take if the tree was in better soil.
  • If a tree is surrounded by bad relationships, such as other bigger trees blocking out the sun and taking all the water, the tre...

You heard about Load-Balancers, Docker Swarm does  it Better

You heard about Load-Balancers, Docker Swarm does it Better

Just like a manager of a shipping company has to pick which ship is best used for caring a container, a Manager node ensures that container workloads are assigned to run on the most appropriate Worker node for optimal efficienc...

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