Harness the power of Python with data and Leaflet.js on mapping to create rich map visualizations Folium is a python package that combines all the spectrum of tools python offers to manipulate data with the leaflet javascript library to create rich and interactive maps. As usual for my articles, I’m providing a Google colab jupyter notebook with all […]
Learn the basics of NLP with Python and how to give meaning to text Computers speak their own language, the binary language. Thus, they are limited in how they can interact with us humans; expanding their language and understanding our own is crucial to set them free from their boundaries. NLP is an abbreviation for […]
Revise and learn the 7 steps for successful Machine Learning projects Machine learning is an area of high interest among tech enthusiasts. Viewed as a branch of artificial intelligence (AI), it is basically an algorithm or model that improves itself through “learning” and, as a result, becomes increasingly proficient at performing its task. The applications […]
Use artificial intelligence to predict the value of Bitcoin Today we are going to discuss how to predict the price of Bitcoin by analyzing the pricing information for the last 6 years. Note that we already have established that our analysis will only focus on the pricing information, leaving aside any factor which may impact […]
A guide to web scraping powered by Python and Scrapy Since its inception, websites are used to share information. Whether it is a Wikipedia article, YouTube channel, Instagram account, or a Twitter handle. They all are packed with interesting data that is available for everyone with access to the internet and a web browser. But, what if we want to […]
If you don’t know what a hello world program is, let me explain. It is a very simple program that is meant to be the first program you write when you start learning a new programming language. The program itself does nothing more than printing a “Hello World” text on the screen. In this article, […]
Intro to FastAPI for Python and why you should consider it for your next API project If you have read some of my previous posts on Python, you know I’m a Flask fan, and it is my goto for building APIs in Python. However, recently I started to hear a lot about a new API framework for […]
PyCharm is one of the most popular Python IDEs. There is a multitude of reasons for this, including the fact that it is developed by JetBrains, the developer behind the popular IntelliJ IDEA IDE that is one of the big 3 of Java IDEs and the “smartest JavaScript IDE” WebStorm. Having the support for web […]
Introduction In the world where AI, ML, and Data Science are the dominant technologies these days, all the mentioned technologies are dependent on the Python programming language in some or the other way. So becoming a master in Python can open many doors in your career and land in some of the best opportunities across the planet. […]
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