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programming world - Coggle Diagram

- - - - int/float
      - str
        
        f-strings formatting
      - no declaration, changing type
      - naming convention (+constants)
      - boolean
      - debugging intro
    - - print (+formatting)
      - passing arguments
        
        mutation
        
        without mutation
        
        default arguments
        
        list as default arguement
      - built-in methods: str, list, isdigit, islower, split, join
    - - inheritance
      - attributes/fields/self
      - access modifier
    - - lists
        
        indexing from 0
      - sets
      - dictionaries
      - tuple
      - concept of None
    - - reading/writing
      - binary format, encodings
      - popular formats: JSON, CSV, YAML, XML
    - - and, or, bracketing
      - negation
      - disclaimer about None
      - declaring variable within scope and its visibility
      - <, <=, ==, is, is not, !=, <, <=
      - else, else if
    - - with enumeration
      - variable for indexing
      - range
      - for loop
      - while loop
    - - modulo %
- - - - watches
      - run to cursor
      - continue
  - - - paths
- - - - what is complexity
    - - layers
      - gradient
      - dropout
      - loss function
- - - - finding dataset
      - classical methods
      - simple neural network
      - feature extraction
        
        correlation, outliers
        
        plotting
      - improving accuracty