2021 December

Cloud

SMS Gateway

Kalman Filters

Web Rank

Interesting Blog

Interesting Paper

Interesting Reading

File Format

Cloud

Fun and Prank

  • Busy Simulator
  • [All Black Screen Make Your Screen Black](https://allblackscreen.com/)

Computer Problem Indentification

  • [Test My Screen Easily test your screen for defects](https://www.testmyscreen.com/)

Simple Server from Folder

Image Processing

Music Processing

Code Challenge

Data Extraction from Unstructured data

  • [Stixify Your automated threat intelligence analyst. Extract machine readable intelligence from unstructured data.](https://www.stixify.com/)

Regularization

  • [Intuitions on L1 and L2 Regularisation AI Singapore](https://aisingapore.org/2019/04/intuitions-on-l1-and-l2-regularisation/)
  • [A Better Visualization of L1 and L2 Regularization AI Singapore](https://aisingapore.org/2020/03/a-better-visualization-of-l1-and-l2-regularization/)
  • [Intuitions on L1 and L2 Regularisation by Raimi Karim Towards Data Science](https://towardsdatascience.com/intuitions-on-l1-and-l2-regularisation-235f2db4c261)
  • [L2 vs L1 Regularization in Machine Learning Ridge and Lasso Regularization](https://www.analyticssteps.com/blogs/l2-and-l1-regularization-machine-learning)
  • Regularization of Generalized Linear Models - mlxtend
  • [A Deep Dive into Regularization. I was recently brushing up on basics of… by Divakar Kapil uWaterloo Voice Medium](https://medium.com/uwaterloo-voice/a-deep-dive-into-regularization-eec8ab648bce)
  • regression - Why L1 norm for sparse models - Cross Validated

Optimizer

Huawei 60 multiple questions, 1,5 hours:

  • 15 questions T/F Questiens
  • 20-25 multiple-choice single answers
  • multiple-choice multiple answers

Scientific Data Visualization

Activation Function

Sync

Web

  • [Interneting Is Hard Web Development Tutorials For Complete Beginners](https://www.internetingishard.com/)

Dynamic vs Static Graph in Deep Learning

Python ML Frameworks

  • [A Beginner's Guide to Python Machine Learning and Data Science Frameworks Pathmind](https://wiki.pathmind.com/python-ai)
  • MindSpore
  • [Comparison of AI Frameworks Pathmind](https://wiki.pathmind.com/comparison-frameworks-dl4j-tensorflow-pytorch)
  • PyTorch vs TensorFlow in 2022
  • [Pytorch vs. Tensorflow: Deep Learning Frameworks 2021 Built In](https://builtin.com/data-science/pytorch-vs-tensorflow)

Python Cheatsheet

Simple Web

Programming Languages

  • [Languages CodeLani](https://codelani.com/lists/languages.html)

Diagram

Anti Paywall

Notetaking

eBook

Solar Power

Hardware

Research

Machine Learning

  • [ML Console Build AI models without a single line of code.](https://mlconsole.com/)

PID Control

eBook

WASM Video Editor

Visual

Notetaking Markdown

Website Monitor