Project Review: A Music Recommendation (Machine Learning) App With Flutter And AWS
Welcome, everyone, to the launch of a series where I unveil a collection of personal projects, each a testament to problem-solving, ingenuity, and the endless pursuit of ideas.
In this inaugural episode, I go into the creation of my first mobile application using Flutter and Dart for the front-end, paired with the backend infrastructure powered by AWS and Python. This app is designed as a playful, game-like platform aimed at changing how users discover new music.
At the heart of this app lies an application of k-means clustering, a technique employed to curate personalized song recommendations. While the app's user experience might not showcase professional design finesse—given my explorative journey in design principles—the app was more about exploring the application of machine learning with music recommendation.
Through this series, I aspire not only to share my creations but also to engage with an enthusiastic community, fostering discussions, and embracing feedback that fuels continuous improvement.
Tech Stack
Flutter
Dart
Python
AWS
AWS Lambda
API Gateway
DynamoDB
Machine Learning Algorithm
Variation of K-Means Clustering
Thank you all for watching!
-
10:49
Tannersprojects
3 months agoWelcome To Aria | Dev Log 1 | Building A Music Recommendation App With Spotify, Flutter + Firebase
21 -
4:57
Tannersprojects
3 months agoAria Dev Log 2 | Integrating The Spotify Player | Music Platform With Flutter, Firebase, and Python
22 -
9:24
Engineer Man
2 years agoTrying Out Flutter (as a React Native Developer)
369 -
38:47
Super Declarative!
3 years agoEp. 003 - A new project | Flutter Processing
8 -
2:15
trey_codes
1 year agoQuick Code A Profile Page In Flutter - Fast Motion Coding Example In Flutter
11 -
26:43
Super Declarative!
3 years agoEp. 024 - noLoop() | Flutter Processing
4 -
1:50
Myko19
3 years agoFlutter & Firebase Build a Complete App for iOS & Android 001 Course Introduction
36 -
1:23:41
Kosidev Product creation
1 year agoAdd Social Sharing, Star Rating| React Native tutorial 2022| (Flowery Gift App) | Ep 14
5 -
52:37
Kosidev Product creation
1 year agoFlutter Gift Shop App With 3D Products | E-commerce App Development for iOS and Android | Part 5
15 -
40:00
Super Declarative!
3 years agoEp. 004 - The Core APIs | Flutter Processing
7