Notes

This is a repository of self-worked example code for Simple Notes Study Notes

Topics

01) Resources 02) Mathematics 03) Numpy 04) Todos 05) SageMaker 06) Data Analytics 07) Rust 08) What is RPA 09) Scraping resources 10) Regex 11) OCR scraping 12) PDF scraping 13) Learning Sites 14) Rare Docs 15) Rare Links 16) Blogs for smart developers 17) Hardwares 18) Guido Van Rossum 19) Docs & Next Gen 20) Web Development Snippets 21) Crawling 22) Data Archive 23) Documentation Collections 24) Data Analysis & visualization 25) Article Collections 26) Bootstrap 27) Following 28) Recommendation 29) NLP with demo source code 30) Rust 31) swift 32) Python Blogs 33) Career 34) Python Snippets 35) 2020 36) Recommendation 37) django 38) Quantum Computing 39) NLP 40) Awesome Websites 41) Covid-19 42) coding and solutions 43) UI & UX design 44) IDE 45) Python Tricks 46) No code 47) Stat 48) website 49) React JS 50) Silican valley Tech News 51) Collections 52) Best Github for learning 53) Articles 54) Interesting Ideas 55) Smart work Bootstrap 56) SmartWorks 57) Python blogs 58) Vue 59) Vue Github 60) Node 61) Aws 62) Tailwind 63) Cognito in vue Idea 64) Personal 65) Inspiration 66) Machine Learning 67) JavaScript 68) Serverless 69) React 70) knowledgecenter 71) All in One blogs 72) From Discord

Recent Links Updates

• Jay Alammar
• Want to reduce the interest rate on your US student loan? 📉
• Unwind AI
• https://illustrated-machine-learning.github.io/
• Illustrated Machine Learning
• My favourite books!
• Exclusive: OpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic
• Andrew Ng: Unbiggen AI
• https://vinija.ai/models/gpt/
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Resources

• Create React App
• OCR-D Workflow Guide

Mathematics

• Cumulative Frequency

Numpy

• Numpy Handbook

Sagemaker

• Count Objects in an Image with MXNet and Amazon SageMaker

Data Analytics

• Text ratio Comparision

Rust

• Rust Learning Resources
• Easy Rust
• Gentle Introduction To Rust

What is RPA

• Robotic Process Automation

Scraping Resources

• 500+ awesome bookmarks for Data Science & Machine Learning
• Python Classes and Objects
• Data extractor for PDF invoices - invoice2data
• Python regular expression cheatsheet and examples
• awesome-web-scraping
• Extracting Data from Invoices with Google AutoML Natural Language
• 5+ Unique Python Modules For Creating Machine Learning and Data Science Projects That Stand Out

Regex

• Regex Cheat Sheet: A Quick Guide to Regular Expressions in Python
• https://learnbyexample.github.io/python-regex-cheatsheet/

OCR Scraping

• Reading Text from Invoice Images with Python
• OCR a document, form, or invoice with Tesseract, OpenCV, and Python
• How to Extract Text from Images in Python using OpenCV and EasyOCR
• Automating Receipt Digitization with OCR and Deep Learning
• https://nanonets.com/blog/
• How to crop an image in Python
• Optical Character Recognition (OCR) in Python
• PDF scraping: Tim Hortons Invoice
• regex
• Deep Learning based Text Recognition (OCR) using Tesseract and OpenCV
• Creating a Modern OCR Pipeline Using Computer Vision and Deep Learning
• My Experience Extracting Invoice Data Using invoice2data in Python
• How to extract data from invoices in tabular format
• Using Graph Convolutional Neural Networks on Structured Documents for Information Extraction
• Scan and extract text from an image using Python libraries
• How to extract table as text from the PDF using Python?
• Kraken, the unknown Python OCR system
• Template matching using OpenCV
• OpenCV Template Matching ( cv2.matchTemplate )
• Object detection with templates
• Identify matching documents using template matching
• A comprehensive guide to OCR with Tesseract, OpenCV and Python
• Mitosis Image Processing Part 1 - Template Matching Using OpenCV
• Unstructured Document Recognitionon Business Invoice
• How to build an Automated Invoice Processing workflow
• Invoice / OCR: Detect two important points in invoice image
• How can we extract fields from images?
• Python | Document field detection using Template Matching

PDF Scraping

• Data extraction from a PDF table with semi-structured layout

Learning Sites

• India's Learning Won't Stop
• The Best Concept Based Learning Platform
• Digital learning, simplified.
• Eloquent JavaScript
• Week 1: Building a Solid Foundation with HTML

  Rare docs

• Ceph Documentation
• Popular Blocks
• Tutorials

  Rare Links

• One Library All of India
• stemez

  Blogs for smart Developer

• Programming Guides Easy to follow guides on complex topics written and maintained by the community
• Developer Roadmaps Step by step guides and paths to learn different tools or technologies
• I'm Tania Rascia
• Flavio Copes

  Hardwares

• We do R&D

  Guido Van Rossum

• Python main() functions

  Docs & Next Gen

• IBM®IBM Knowledge Center
• Automation Anyware
• Welcome to Docs CSC!
• ParlAI Documentation
• David Ten

  Web Development Snippets

• HTML DOM - Common tasks of managing HTML DOM with vanilla JavaScript
• a collection of popular layouts and patterns made with CSS
• 206 Favorite JavaScript Utilities
• Beautiful and responsive Bootstrap 4 components
• Bootstrap 4.1.1 Examples
• Theme Forest
• Theme Lock
• consistent icons
• cssdesignawards
• https://www.awwwards.com/websites/icons/
• https://www.csswinner.com/
• Add Dynamic Styling to HTML Elements With JavaScript
• tympanus
• GoesToEleven/html-css-bootcamp
• A collection of 867 simple CSS, HTML5 & Responsive site templates, built by us and released for free under the Creative Commons.
• Your trusted source for Technology Resources

  Crawling

• Scheduled Web Scraping with Django and Heroku
• Top 20 Web Crawling Tools to Scrape the Websites Quickly
• Global research on coronavirus disease (COVID-19)
• COVID-19 Websites

  Data Archive

• Internet Archive is a non-profit library of millions of free books, movies, software, music, websites, and more
• COVID-19 Open Research Dataset (CORD-19)

  Documentation Collections

• PyScopus Python Wrapper for Scopus API
• Department of Computing

  Data Analysis & visualization

• SCOPUS journal Data analysis of Indian Research
• The “tiny” field guide to dating - A Data Science Tutorial
• 10 Powerful and Time-Saving Data Exploration Hacks, Tips and Tricks!

  Article Collections

• How to Automate Dumping for SQL Databases
• Rico's cheatsheets
• Shell Style Guide
• Awesome Awesome
• awesome-awesomeness
• Level-Up using Gists with Python
• 30 Questions to test a data scientist on K-Nearest Neighbors (kNN) Algorithm
• Corona Virus Live Updates for India – Using Python
• Scaling a Pandas ETL Job to 600GB
• Dirty PostgreSQL Database? Clean It up With a VACUUM!
• 8 Tips For Google Colab Notebooks To Take Advantage Of Their Free-of-charge 12GB-RAM GPU
• Dataset creation and cleaning: Web Scraping using Python — Part 1
• Twitter Scraping, Text Mining and Sentiment Analysis using Python
• 一些非常有趣的python爬虫例子,对新手比较友好
• joshwcomeau.com
• Introducing JSON
• Twilio Blog
• LambdaTest Blog
• How To Connect to a Redis Database
• Getting Started with PostgreSQL Streaming Replication
• micropyramid
• pro level website
• scotch
• dzone
• dillan teagle
• Top 10 Free Books and Courses to learn Data Structure and Algorithms in 2020
• scrimba
• thispointer.com
• Working with CSVs on the Command Line
• Get Paid Udemy Courses for Free - Lifetime Access
• How to create a custom context menu for your web application
• parall
• 33 projects that make developing django apps awesome
• 33 Concepts Every JavaScript Developer Should Know
• 20 Best Machine Learning Resources for Data Scientists
• The missing link between spreadsheets and data visualization.
• Bits Pieces
• Welcome newbie Open Source contributors!
• The 100 Most Popular Online Courses of All Time (2020)
• Intuitions behind the world
• awesome-list

  Bootstrap

• Blackrock Digital

  Following

• Joshua Levy
• Kale Franz
• Zachary Sailer
• Nick Tsyen
• Karan Bhanot
• iriskatastic
• icymi
• kamyu

  Recommendation

• best practices for building recommendation systems, provided as Jupyter notebooks
• A recommendation system for research articles

  NLP with demo source code

• The Super Duper NLP Repo

  Rust

• A curated list of Rust code and resources.

  Swift

• The simplest abstraction to synchronize local data with remote source. For iOS, wirtten in swift.
• Implementing Local database sync with remote database

  OpenStack swift

• python-swiftclient

  Python Blogs

• gormanalysis
• Working with Buckets and Files via S3
• Simple Authentication with AWS Cognito Overview of Cognito
• Different ways to configure credentials with boto3
• Helpful Tutorials
• Generate Temporary AWS Credentials
• Share Files Securely Over Internet Using AWS Cognito and S3

  Career

• Big Data Science MSc

  Python Snippets

• 100+ Python challenging programming exercises for Python 3
• Welcome to Python Cheatsheet!
• ZetCode
• ActiveState
• Nullege is a search engine for Python source code.
• Python-programming-exercises
• Comprehensive Python Cheatsheet
• Pysheeet
• learn-python3
• LeetCode-Solutions
• geekcomputers Python
• Python Summer of Code
• Full Python Code Snippets list
• 81 Python Code Snippets for Everyday Problems
• Scraping AJAX Pages with Python

  2020

• 20 Tips For Learning to Code in 2020

  Recommendation

• yehuda_koren_recommender
• kamyu104 /recommenders
• edgelord /Paper-Recommender
• Cornac: A Comparative Framework for MultimodalRecommender Systems
• Journal of Machine Learning Research

  Django

• Awesome Django
• django-python3-ldap
• Top 50 Django Interview Questions and Answers You Need to Know
• How to integrate OAuth2 into your Django/DRF backend without going insane
• Simple example of using Django to work with multiple databases.

  Quantum Computing

• Welcome to Quantum

  NLP

• The Super Duper NLP Repo

  Awesome websites

• vinta /awesome-python
• Awesome
• Hackersandslackers
• Awesome Hacking Resources
• Every Programmer Should Know
• A collection of small bash scripts for heavy terminal users
• The Trusted Source for IP Address Data
• An Application Built With Late Night Developers In Mind
• Public APIs
• free-for.dev
• Daily Coding Problem
• Learn to ship software like a pro.
• JavaScript Questions
• You dont need
• Awesome Github Profile README
• Awesome Machine Learning

  Covid-19

• LitCovid is a curated literature hub for tracking up-to-date scientific information about the 2019 novel Coronavirus.
• Computer Scientists Are Building Algorithms to Tackle COVID-19
• Resources and channels to help with COVID-19 research

  Coding and solutions

• Daily-Coding-Problem
• Master algorithms together

  UI & UX design

• https://www.canva.com/
• Blush, Illustrations for Everyone
• Landing page templates for startups

  IDE

• https://jsconsole.com/

  Python Tricks

• Novixys Software Dev Blog
• 7 Cool Python Tricks That You (Probably) Didn’t Know

  No code

• Where next for no-code?
• lobe

  Stat

• 1 Million developers club
• DISCOVER KEY TRENDS IN THE DEVELOPER ECOSYSTEM
• The State of Cloud Native development
• State of the Developer nation 18 th edition

  Website

• Free Bootstrap Templates
• Welcome to BBBootstrap, House of cool snippets
• Design elements, playground and code snippets for Bootstrap HTML/CSS/JS framework
• Free HTML5 CSS Templates
• Daily Dev Tips
• 200+ Best Free Tools & Resources for Front-End Web Developers
• A collection of 867 simple CSS, HTML5 & Responsive site templates, built by us and released for free under the Creative Commons.
• 11 Best Websites for Free Web Development Code Snippets in 2020
• https://automate.io/
• https://www.zoominfo.com/
• Creating and Hosting a Personal Site on GitHub
• Using GitHub to host a free static website
• 10 Amazing Sites to Download Free Stock Photos
• Best Websites to Explore and Download Free Design Resources

Layout

• Column Layouts

React JS

• React Resources

  ChatBot

• Whatsapp bots to grow your business

  Silican valley and Tech News

• Lobsters
• Hacker News

  pdf

• Holistic Crowd-Powered Sorting via AID

  Collections

• JSON Formatter
• The Self-Organizing Conference on Machine Learning
• Reward learning from human preferences anddemonstrations in Atari
• AlphaFold: a solution to a 50-year-old grand challenge in biology
• Artificial Reproductive Code
• Medium Top
• Python speed
• We build AI-first startups. Join us, and let’s build a company around you.
• Cybersecurity careers: Which one is right for you?
• Carnegie Mellon
• Posts tagged "python"

  Best Github for learning

• Open Source resource for learning Data Structures & Algorithms and their implementation in any Programming Language
• Coding Problems
• Python-programming-exercises
• Playground and Cheatsheet for Learning Python
• Machine Learning From Scratch

  Articles

• The top list of academic research databases

  Interesting Ideas

• No-fuss reference management for the web
• Find Impact Factor
• The future of online college is here.

Smart work Bootstrap

• Bootstrap Snippets
• Tutorials
• Resources
• Free themes for Bootstrap
• https://bootstraptor.com/snippets/
• 500 HTML5 ready-blocks
• Free Bootstrap Templates & Layouts
• Discover each crafted responsive design templates , ready to be use and to be customize to make your website amazing.
• Bootstrap 4 Snippets Free ready to use UI design elements / templates, code snippets and playground for the Bootstrap framework.

SmartWorks

• One Word Domains

  Python blogs

• askpython
• All About Linux.
• All About GoLang.
• journaldev

  Vue

• Vue Tutorial: An Overview and Walkthrough
• MeiliSearch Documentation v0.19
• APEXCHARTS.JS
• 12+ Free Tailwind CSS Templates And Tools
• Tailblocks
• Tailwind Starter Kit
• Upload on AWS S3 with Express.js and Vue.js - Part 1
• A Warm Welcome To My Blog
• https://content.nuxtjs.org/
• https://nuxtjs.org/blog/creating-blog-with-nuxt-content
• https://nuxt-content-and-forestry.netlify.app/
• https://redfern.dev/articles/adding-pagination-nuxt-content-blog/
• https://saleem.dev/blog/tailwindcss-v2-enable-dark-mode-using-class/
• Vue Templates
• made with vue.js
• Antenna is a small studio crafting digital products (things like web services, APIs, mobile apps, websites).
• Renderless Components in Vue.js
• vuejsdevelopers
• How To Build a Modal Component with Vue.js
• Building Context Menu in Vue.js
• Vue.js - Scoped Styles vs CSS Modules
• techformist
• Reactgo
• Editable interfaces with Vue.js and Tailwindcss
• positronx

Vue Github

• A simple Vue application to manage your cash flow.
• Frontend for DockerRails, built with Vue.js
• A simple vue base template for admin system

Node

• Future Studio Tutorials
• []()
• []()
• []()

Aws

• Serverless Framework - Learn How to Upload Files to AWS S3 Using NodeJs
• Get Started with AWS S3
• User Authentication and Authorization with AWS Cognito
• User Authentication and Authorization with AWS Cognito
• SumindaD-AWSCognitoUserPools
• Serverless Stack Guide

Tailwind

• Tailwind Starter Templates
• Awesome Tailwind
• Kometa UI KitFree
• Kickstart your next website in minutes
• atomic design toolkit

Cognito in vue Idea

• Getting Started With AWS Cognito
• []()
• []()

  Personal

• lost with purpose
• Introduction to Apollo Server
• JavaScript Teacher
• Hi, I’m Zac
• Zac Heisey
• Tweek
• []()
• []()

  Inspiration

• dotdash
• https://docs.snipcart.com/v3/tutorials
• []()

  Machine Learning

• neuml
• [A set of functions that make it easier to manipulate text (keyword extraction, keyword labeling, conditional filtration)
• Mathematics of machine learning

  A brief description of each function is provided below the function declaration](https://github.com/dimitryslavin/Text_Mining_Toolbox/blob/master/text_mining_toolbox2.py)

JavaScript

• masteringjs
• How To Upload a File to Object Storage with Node.js
• []()
• []()
• []()
• []()
• []()

  Serverless

• Your CORS and API Gateway survival guide
• Handling CORS with Node.js
• Upload files to AWS S3 using pre-signed POST data and a Lambda function
• Rust and Serverless Blog Claps
• Robin Wieruch
• A Cloud Guru
• 50 starter kits and resources for building serverless apps

React

• Dave Ceddia

knowledgecenter

• Transformational Bioinformatics Bringing academic brilliance to research and industry problems
• Marc's Blog
• https://tweek.so/
• 21 must-read books to help you create a culture of belonging
• NFTs Are Shaking Up the Art World—But They Could Change So Much More
• Creative Tim
• Etherscan
• Become an Awesome Software Developer!
• Posts About Node.js

All in One blogs

• Browse All Smashing Magazine Topics
• PRIMO.ai

From Discord

• Python OOPS concepts
• Python Basics

Using reCAPTCHA v3 with Django

• ordinary coders
• Using reCAPTCHA v3 with Django
• How To Implement Google Recaptcha v3 on Your Django App
• Add reCAPTCHA In Your Django App: Increase Security
• How to use reCAPTCHA in Django
• From Browser To Django

Others

• 9 Best Websites for Practising and Perfecting Front-End Development
• How To Use argparse to Write Command-Line Programs in Python
• Data Engineering Fundamentals
• A python package with selenium to download high-res image using Google Search by Image
• Ordinary Coders
• 2021 Qiskit Global Summer School on Quantum Machine Learning
• Introduction to Quantum Computing with IBM Quantum
• Journey of 66DaysOfData in Natural Language Processing
• DataTalks.Club
• Create and customize your bio link in minutes
• Matt Layman
• Updated Functional results - 2020
• https://tryhackme.com/
• Kerala Blockchain AcademyOnline Learning Center
• Radically efficient machine teaching.An annotation tool poweredby active learning.
• Everyday AI, Extraordinary People
• Intro to Machine Learning
• ML Zoomcamp Learn ML Engineering in 4 months in a free online course:
• Rust compiler
• Lex
• Top AI Stories of 2022
• Analyzing Machine Learning models on a layer-by-layer basis
• Exploring ChatGPT - Overview, Training and Limitations
• Machine Learning Engineer Learning Path A Machine Learning Engineer designs, builds, productionizes, optimizes, operates, and maintains ML systems
• ML FreeLancing
• The Beginner’s Guide to API Hacking
• Complex Projective 4-Space
• The medium is the message
• Teach Yourself Programming in Ten Years
• Build your SaaS with React & Django
• How I Earned Over $30K in 8 Months as a Data Science Freelancer
• 5 Feature Selection Method from Scikit-Learn you should know
• [ Individual Household Electrric Power Consumption

Aim : To predict the individual household electricity consumption depending on the following attributes.](https://github.com/barna-li/ML-Projects/blob/main/ELECTRICITY%20CONSUMPTION.ipynb)

• https://scrapein.app/ #Scraping Blog, we got idea about what are the features they focused
• []()
• []()
• []()
• []()

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