If Music is a Place — then Jazz is the City, Folk is the Wilderness, Rock is the Road, Classical is a Temple. — Vera Nazarian Music is an essential part of our lives and, music streaming companies like Spotify are nowadays using machine learning to create recommendations for us…

Do you often receive emails saying that you have won $1 million or free mobile recharges for life? These emails are generally spam and are sent in bulk to users to trick them. In this story, we’ll build a classifier that will mark emails as spam or non-spam based on…

What is a Cache? A cache is a memory used for the storage of frequently used data so that this data can be fetched quickly for subsequent calls. In Python, the library functools gives us the ability to implement a cache. …

Disasters can be unexpected and life-threatening. We will analyze and classify disaster tweets in this tutorial. For this purpose, we will use the Disaster Tweets dataset from Kaggle. Importing Libraries Let’s first import the required libraries. …

Dogecoin (DOGE) is a cryptocurrency created as a joke, making fun of the wild speculation in cryptocurrencies at the time. Dogecoin features the face of the Shiba Inu dog from the “Doge” meme as its logo. It has quickly developed its own online community, reaching a gigantic market capitalization. In…

Alexa is an AI-based virtual assistant developed by Amazon. It is today used in devices like Echo, Dot, and Firestick. It is capable of voice interaction, music playback, setting alarms, home automation, and providing weather information. We will do sentiment analysis on the reviews of Alexa products posted on Amazon…

A stroke occurs when the blood supply to part of your brain is interrupted, preventing brain tissue from getting oxygen and nutrients. Due to this, brain cells begin to die in minutes. We’ll use 11 features of a person to predict whether they will get a stroke or not. Importing Libraries Let’s…

Can we predict the price of Bitcoin, an asset that is so volatile? Let’s try to find out. We will use the Bitcoin Historical dataset to predict Bitcoin price. Importing Libraries Let’s first import the required libraries. …

The Titanic struck an iceberg on 15 April 1912 that caused its sinking, leading to the death of more than 1,500 people. This made it one of the deadliest sinking of a single ship. We will try to predict whether a particular person on Titanic survived or not using 11…