My Notes

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My Notes

Machine Leaning (Concepts)
Machine Leaning (Concepts)
- AI for Everyone
- Other Key Terminology (TensorFlow)
- ML script or projects
  ML script or projects
  - Twitter Sentiment Analyzer
Python
Python
- Introduction
- Python Basics
  Python Basics
- Python intermediate
  Python intermediate
- Build you own python package
- Libraries & Modules
  Libraries & Modules
  - PIP notes
  - Itertools
    Itertools
    
    Introductions
    
    Infinite iterators
    Infinite iterators
    
    count()
    
    cycle()
    
    repeat()
    
    Combinatorics iterator
    Combinatorics iterator
    
    permutations()
    
    combinations()
    
    Shortest input sequence
    Shortest input sequence
    
    groupby()
    
    tee()
  - Numpy
    Numpy
    
    Numpy Basic (Part 1)
    
    Numpy Basic (Part 2)
    
    Numpy Crash course
  - Pandas (Under Review)
    Pandas (Under Review)
    
    Pandas Crash course
  - OpenCV
    OpenCV
    
    Images Basic with OpenCV
    Images Basic with OpenCV
    
    Images and Numpy
    
    Images and Opencv
    
    Drawing on Images
    
    Drawing with mouse
    
    Image Processing
    Image Processing
    
    Color Mapping
    
    Blending and Pasting Images
  - Netifaces
    Netifaces
    
    Introduction
  - WS Discovery
    WS Discovery
    
    Introduction
  - ONVIF-zeep-async
    ONVIF-zeep-async
    
    Introduction
  - Pillow
    Pillow
    
    Introduction
  - QR Code
    QR Code
    
    Introduction
  - HTTPX
    HTTPX
    
    Introduction
  - Datamuse
    Datamuse
    
    Introduction
  - Crontab
    Crontab
    
    Introduction
  - pyTelegramBot
    pyTelegramBot
    
    Introduction
- Frameworks
  Frameworks
  - Flask
    Flask
    
    Introduction and notes
    
    Quick & Dirty First App
    
    Tutorial From Official Documentation
    Tutorial From Official Documentation
    
    Application Layout (Structure)
    
    Application Factory & Run
    
    Application Database
    
    Blueprints (part 01-Auth)
    
    Templates
    
    Blueprints (part 02-Blog)
    
    Flask Extensions
    Flask Extensions
    
    Forms - Flask-WTF
    
    Databases - Flask-SQLAlchemy
    
    Databases(Migration) - Flask-Migration
    
    Login - Flask-login
  - Scrapy
    Scrapy
    
    Introduction
    
    Splash
    
    Running_multiple_spider
  - RobotFramework
    RobotFramework
    
    Introduction
- Projects
  Projects
  - Random Password Generator
- Scripts & Algorithms
  Scripts & Algorithms
- Virtual Environments
CI/CD
CI/CD
- Jenkins
SQL
SQL
Arduino
Arduino
- Structure
  Structure
- Variables
  Variables
- Functions
  Functions
- Projects
  Projects
  - Morse code Translator
  - Air Vent servo control
APIs
APIs
- Introduction
- News API
- Datamuse
- Google API
  Google API
  - introduction
  - sheets
    sheets
    
    Google Sheet API
    
    Create spreadsheets
    
    Read and Write spreadsheets
    
    Update spreadsheets
- Coin Market Cap
- GoldAPI.io
Raspberry
Raspberry
CCTV
CCTV
Miscellaneous
Miscellaneous
- Helpers
- Mkdocs & Material Mkdocs extensions
- Espanso ( shortcuts )
- PowerLanguages
  PowerLanguages
- 3D Printing
  3D Printing
  - Concepts
  - G-code
  - Setup and Calibration
    Setup and Calibration
    
    Center and Z offset
    
    E-steps and Extrutor multiplier
    
    Debuging and Logging
  - Projects
    Projects
    
    Moving Electronics
  - About design
- Courses
  Courses
  - Coursera
    Coursera
    
    Introduction tensorflow
    Introduction tensorflow
    
    The Hello World of neural networks
    
    Introduction to Computer vision
    
    Convolutional Neural network Overview
    
    Enhancing vision with convolutional Neural Networks
    
    (Code) Step by step Convolutions
    
    Using Real-World Images
    
    Convolutional Neural Networks in TensorFlow
    Convolutional Neural Networks in TensorFlow
    
    Exploring large Datasets - Cats vs Dogs
    
    Augmentation
    
    Transfer Learning
  - Udemy
    Udemy
    
    Complete Tensorflow 2 and Keras Deep Learning Bootcamp
    Complete Tensorflow 2 and Keras Deep Learning Bootcamp
    
    Visualization Crash course
    
    Artificial Neural Network
- For Certifications
  For Certifications
  - Python(PCPP-32-1)
    Python(PCPP-32-1)
    
    Module 1
    
    Module 2
- Aliases in Windows command prompt
- Useful Windows Commands
- OAuth 2
- Random
- Configuration for Sublime Text 3
- Create a Dictionary for Kindle
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