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Turtle is a simple toolkit that provides an enjoyable and straightforward way to draw pictures, figures, and different shapes on windows and screens. Originally the Turtle was built for kids to attract them towards programming. So if you ask why the name is a turtle? The name says the drawing process as imagining a turtle crawling on a piece of paper with a pen tied to its tail. And you can give a command like in which direction to move and straight or backward.

Crazy-techie has started a new Article series on competitive programming which you most probably want to head over and I personally have benefited through this articles which enforces me to develop my own approach.

Are you someone who is looking to start competitive programming and your proficient language is Python? Are you hesitate that community of Python is small in Competitive programming and others are rich?

Then you are at correct place and right post where your all this myth will be die and you will learn, and explore with double speed. We at crazy-Techie has started a new article series of competitive programming with python and our first topic of study is Recursion and already 3 parts are out.

Explore the series ~ Competitive programming with Python

A recommendation system is one of the top applications of data science. Every consumer Internet company requires a recommendation system like Netflix, Youtube, a news feed, etc. What you want to show out of a huge range of items is a recommendation system.

Analytics Vidhya Published an article that will help you to deep dive into recommendation system along with practical implementation.

Have you ever wondered how Alexa, Siri, Google assistant can understand, process, and respond in Human language. NLP is a technology that works behind it where before any response lots of text preprocessing takes place. This tutorial will study the main text preprocessing techniques that you must know to work with any text data.

Please go through My Article Published on Analytics Vidhya to get to know each technique used in Text Preprocessing

Article Link - Techniques to Preprocess the text data

If you want to deal with any computer vision problem statement, most of us will go with a Convolutional Neural network

I have written an article on Analytics Vidhya that will help you to develop your first Image processing project named Traffic Sign Classification using Python.

Article Link: Traffic Sign Classification using Python

Please give it a read | views, and suggestions really matter a lot

Getting complete and high-performance data is not always the case in Machine Learning. While working on any real-world problem statement or trying to build any sort of project as Machine Learning Practioner you need the data.

Please visit, read and make your Hands dirty with experiencing how to fetch Data from multiple sources.

Web scraping is a general  term for techniques involved in automating the collection of data from a Website.

Rules of Web Scraping

Always try to get permission before scraping

If you made too many scraping attempts your IP may be blocked

Some sites automatically block scraping software’s

Let’s Scrap the Images from site

let's make our hands dirty by Scraping some data from an open-source website like Wikipedia to have a sort of understanding How it is done.

Please visit at my article to have complete Hands-on practice with Web Scraping because I cannot write code here.