Data Science Portfolio Projects (30+)

I developed 30+ machine and deep learning projects which served as live web demo app on my huggingface account to prove my skills about data science.

Source codes and detailed information about projects can also be found on my github account.

NOTE THAT: if the demo page raises a 404 error, you can simply refresh the page to reset the project server. If refreshing the page does not work, you can also try the alternative demo app served on Google Colab. The links of the Google Colab demo app can be found in the demo section of the GitHub repository’s README.md file.

Table Of Content

A - Classification Machine Learning Projects

1.Iris Flower Species Classification

2.Titanic Survive Situation Classification

3.Wine Quality Classification

4.Customer Loan Approval Classification

5.Credit Card Fraud Detection

B - Regression Machine Learning Projects

6.House Price Prediction

7.Black Friday Purchase Regression

8.Big Mart Sales Prediction

9.Bike Sharing Count Regression

C - Time Series Machine Learning Projects

10.Traffic Density Regression

D - Clustering Machine Learning Projects

11.Customer Clustering

12.Student Clustering

E - Computer Vision Deep learning Projects

13.MNIST image Classification

14.Flower Image Classification

15.Traffic Sign Recognation

16.Face Emotion Recognition

17.Pet Image Segmentation

18.CV2 Haarcascade Object Detection

19.Custom Object Detection TFOD2

20.Anime Face Generation

21.Age And Gender Prediction

F - Natural Language Deep learning Projects

22.Spam Text Classification

23.Twitter Sentiment Classification

24.Custom OCR

25.Tesseract OCR

26.Named Entitiy Recognition

27.Text Summarizer

28.Question Answer

G - Audio Processing Deep learning Projects

29.Speech Emotion Recognition

30.Urban Sound Classification