An in-depth view on where to trade Crypto options Read More

An in-depth view on where to trade Crypto options
options bitcoin exchanges trading demo accounts
Trading options for Bitcoin can be a smart way to hedge risk or speculate on its price direction. Picking the right exchange is a great place to begin your trading path. Options trading platforms Bybit, Deribit, and OKX exchanges give you a plethora of options to suit your style including demo trading accounts.
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File Transfers with WinSCP vs Rsync Read More

File Transfers with WinSCP vs Rsync
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A short post on how to optimally transfer large files or folders with many files from a Linux server to your local machine (or vice versa). Here we explore using WinSCP and rsync to ensure that we can download the files in a reasonable amount of time. We also look at compression techniques using gzip, and show real examples of how to achieve this efficiently.
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Creating SSH Alias to Easily Connect to Server Read More

Creating SSH Alias to Easily Connect to Server
connect to server ssh keys
It can get very tiresome having to remember the IP address and which ssh key is associated with the user log in, especially once we have a few servers to manage, in this article we will show how to easily set up a system in which we can simply type a single word along with 'ssh' to get in to our servers.
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Installing Docker & WSL on Windows Read More

Installing Docker & WSL on Windows
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A full guide on installing Docker Desktop on Windows 11, in this tutorial we will give a hands on introduction to using Docker on Windows, with a simple example of running a Flask app using an Ubuntu image. This tutorial includes trouble shooting for installing WSL on Windows which is necessary for using Docker Desktop.
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A Practical Intro to Webscraping Read More

A Practical Intro to Webscraping
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A Practical Introduction to Web Scraping with Python: Utilizing the Beautiful Soup Package. In this article, we create a web scraper that retrieves temperatures from a table of global cities and saves them as a CSV file on your computer.
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Using Numba in Dash Callbacks without Errors Read More

Using Numba in Dash Callbacks without Errors
plotly dash numba errors
Using Numba's just-in-time compilation within Plotly Dash callbacks generally causes a strange to diagnose bug resulting in "Callback failed: the server did not respond" errors. In this article we show how this happens and how to fix it.
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3 Important Vector Norms Read More

3 Important Vector Norms
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Vectors norms are very important concept in machine learning. L1, L2 & Infinity are 3 Vector Norms of Python. Checkout our article to find how these vector norms are calculated!
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Vectors for Machine Learning Read More

Vectors for Machine Learning
ML math basics machine learning learn machine learning KNN algorithm
An introduction to the mathematics behind vectors, with both visual and Python examples. Finishing with K-Nearest-Neighbours (KNN) example to put it into context.
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