https://github.com/sonwaneshivani/data-science-learning
Basics of python
https://github.com/sonwaneshivani/data-science-learning
css data data-science deep-learning flask gen-ai html ml nlp
Last synced: about 2 months ago
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Basics of python
- Host: GitHub
- URL: https://github.com/sonwaneshivani/data-science-learning
- Owner: sonwaneshivani
- License: gpl-3.0
- Created: 2023-03-21T17:15:03.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-08-25T18:39:59.000Z (almost 3 years ago)
- Last Synced: 2025-01-14T06:28:27.836Z (over 1 year ago)
- Topics: css, data, data-science, deep-learning, flask, gen-ai, html, ml, nlp
- Language: Jupyter Notebook
- Homepage:
- Size: 16.4 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Python
##### Day-1 : Variables, Comments, Applications , numbers, Boolean, Logical Operators, Type Conversion, Dynamic Typing, Concatenation.
##### Day-2 : Print Methods, Control Flow, Relational Operators, Input, Conditional Statements, Nested Statements, Comparision Operator, Loops, Nested Loops, Pattern, Loop Controls
##### Day-3 : Logical Operators,Arithmetic Operators,Bitwise Operators,Equality Operators,Relational Operators,Boolean Multiplication, Memory address in case of (Lists,Strings,Variables),String and its Inbuilt functions
##### Day-4 : Some more built-in functions, Ids, Expandtabs(\t) , Lists, Concatenation in lists, Multi-Nested Lists, Inplace Operations, List Comprehension, Applications (AI , ML, DL)
##### Day-5: Insertion of lists,Tuples,Sets and Dictionaries with its builtin functions, Dictionary Comprehension, Nested sets,dict,tuples
##### Day-6: Functions,Multiple allocation to single variable,Args,Kwargs,Generating Function
##### Day -7 : Lambda, Map, Filter, Reduce Functions
##### Day -8 : Oops, Class,Objects , Constructors, Self(Pointer/reference)
##### Day - 9: Polymorphism, Inheritance, Encapsulation ,Abstraction
##### Day - 10 : Abstract Class, Decorators , Time Complexity, Class Methods, Delattr, Static method, Init, Property Decorator, setter
##### Day -11: Files , Json, Csv, Binary ,Buffer ,Logging & Debugging
##### Day -12: Importing from one Module to another
##### Day -13:Exception Handling, Custom exception
##### Day -14: General use exceptions, Best practices
##### Day -15: Threading , Sleep , Global Variable
##### Day -16: MultiProcessing , Pool, Queue, Pipe
##### Day-17: SQL
##### Day-18: Mongo
##### Day-19: Web API
##### Day-20: Flask
##### Day-21: Github
##### Day-22: Web Scraping
##### Day-23: Image Scraping
##### Day-24-26: Pandas
##### Day-27: numpy
##### Day-28: Matplotlib
##### Day-29: Seaborne
##### Day-30: Plotly
##### Day-31: Bokey
##### Day-32: Stats