Sklearn Confusion Matrix Machine Learning Tutorial

A confusion matrix is a method of summarizing a classification algorithm’s performance. It is simply a summarized table of the number of correct and incorrect predictions. As you know in supervised machine learning algorithms, we train the model on the training dataset and then use the testing data to make predictions. For the regression model, …

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Robinhood Trading Bot with Python (Buy Low-Sell High Strategy)

Stock values are highly unstable, changing substantially every single second in exchange platforms like Robinhood. The key to beating such a volatile market is knowing when to buy and sell securities. Thus, you need to keep an eye on your trading gear constantly to succeed.  This can be challenging since you might get distracted by …

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Discord Bot Python Tutorial – Play Music and Send Gifs

Do you find it surprising that Discord has become well-known in the digital and business world? There are good reasons why it currently dominates the social media scene. It enhances social media interaction, chatting, gaming, or simply interacting with business organizations. Millions of people use Discord daily, and a considerable percentage regularly automate tasks using …

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Scraping Google Search Results with Selenium and BeautifulSoup

Manually collecting information from a specific website online, most likely for commercial purposes or analysis, will keep you awake all night. Because you will have to collect data from several sources, then convert the unstructured content into structured data. But with the overwhelming data available on the internet, you can get discouraged even before you …

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Crypto Trading Bot in Python (Buy Low-Sell High Strategy)

When trading cryptocurrencies, there is one thing you should never joke about: the techniques that will make you a unique investor and, most likely, richer. You need to start trading on a recognized and authorized exchange platform for this to become a reality. One of the best exchange sites to start trading on is Coinbase. …

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Create a Telegram Bot with Python in 5 Minutes or Less

Telegram remains one of the best messaging and content sharing applications. It is one of the best messaging apps you can use majorly for business messaging campaigns. You can send messages, photos, videos and files of any type (doc, zip, mp3, etc), create groups for up to 200,000 people or channels for broadcasting to unlimited …

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Exploratory Data Analysis with Python (Pandas & Matplotlib)

Data sets come in different states, shapes, and sizes.  When you gain access to a dataset for the first time, there is an element of mystery there.  Do all of the records have valid data?  Are there any unusual measurements?  How large is the dataset? There is some basic information it would be helpful to …

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