In this project, we are going to explore my personal music streaming data from Apple Music. Apple Music is a music and video streaming service developed by Apple Inc. The dataset used here showcases my personal streaming on the platform.

All of the project code can be found here on DeepNote and GitHub.

apple music with iphone and ipad
apple music with iphone and ipad
Photo by Thomas Kolnowski on Unsplash

Here, we are going to cover these things

  • Requesting and downloading data

Requesting and downloading data

Follow these steps request your personal data from apple

Whatsapp messenger, owned by Facebook, is one of the most widely used messengers in the world.

Photo by Adem AY on Unsplash

I was not aware that Whatsapp lets its users get all of the chats data. This blog aims to give out a step by step guide to analysing your WhatsApp chats.

You can check all of my code here.

This notebook is developed for Whatsapp data but not limited to it. You can do the same with Telegram, Facebook Messenger or any other messenger you use.

This project is divided into three main parts.

  1. Data Collection

Hello Everyone, I am Machine Learning Facilitator for Google’s ExploreML Program and I wish to share one of the proud moment of my life.

Ashish Karhade giving talk on Machine Learning in Nashik
Ashish Karhade giving talk on Machine Learning in Nashik

I was called to Nashik’s KBT College of Engineering to teach Machine Learning to their students. I was not sure to take this, because I was still scared of Public Speaking. It's not that it was my first time. I have taught ML to students of my college in Sinhgad Institute of Technology, Lonavala. But never done it in front of unknown people.

Oh wait? Did I said yes? Yes I did!!!

I agreed to his…

Explore ML Logo
Explore ML Logo
Google’s Explore ML program logo

We were very late for the first day of the Explore ML Program as our flight arrived late. Program co-ordinator Nikita Gandhi had already started the program…

Oh wait!! But how did it all started…?

It was the month of June and I was at home those days. Someone sent me a twitter post from Google India about the program to select facilitators for the Machine Learning. I read the post and found out it was about teaching and training other students in the field of Machine Leaning and Artificial Intelligence. As I was already a google cloud facilitator, I…

Ashish Karhade

Data Science | Machine Learning

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