Picture this: you’ve just finished creating a fantastic Python program and intend to let the world see it. You then send your friend a directory containing all your scripts and encourage them to try it out. Only first, they must install Python and then run the program via the IDLE shell or the command line. […]
In this blog post we’ll explore visualizing the Yield Curve through a cool 3D Surface Plot, since we’ll be exploring 3 dimensions of data: the rate yields, the publication date, and the rate periods. Grabbing Yield Curve for 2022¶ We can use the pandas library to directly read the HTML table from the […]
Data Science, Python Basics, Tutorials
Learn how to use Python and Data Science to visualize and analyze inflation data.
For years, Jupyter Notebook, with its simple-to-use, streamlined, and document-centric interface has been the go-to web application for creating and sharing scientific computational documents. It supports a wide range of programming languages, and it allows users to produce rich and interactive outputs in a range of formats. In turn, JupyterLab is the next generation of […]
Tensors play a very important role in deep learning and machine learning. They are at the heart of algorithms such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs) that are widely used in many applications such as image recognition, natural language processing, and time series analysis. In this article, we will first briefly […]
Today, Python is the most widely used programming language – it’s open-source, easy to learn, and easy to debug. Another key benefit of using Python is the Python libraries – incredible collections of related modules. Having these bundles of code, that can be repeatedly used in a wide range of different modules, makes Python programming […]
There are three main ways of measuring central tendency- median, mean, and mode. Each has its own strengths and weaknesses, which is why data scientists use all three depending on the dataset they are examining. In this article, we will explore what each measure is and how it can be used to gain insights into […]
Wordle is a fun puzzle to solve. It’s a word square where you have to fill in the crossword-like grid with words that fit into it. The best way to start is by looking at the grid, thinking about what letters are already there, and finding words that match those letters. You’ll find that some of […]
Data structures are the basic building blocks of data. They define how data is organized and accessed. As a data scientist, it is important to be familiar with all the different data structures so you can choose the best one for the task at hand. In this article, we will discuss some of the most […]
Guide to Web Scraping with Python In this blog post we’ll get you started with web scraping and Python. Before we begin, here are some important rules to follow and understand: Always be respectful and try to get premission to scrape, do not bombard a website with scraping requests, otherwise your IP address may […]
