Machine Learning Datasets and Project Ideas | ML Projects Ideas (2020)
Machine learning and Data Science dataset and project ideas that you can use for practicing and upgrading your skills.
1. Enron Email Dataset
Enron Dataset is famous in natural language processing. It has more than 500K emails of over 150 users. The size of the data is around 432Mb. Out of 150 users, most are the senior management of Enron.
https://www.cs.cmu.edu/~enron/
2. Chatbot Intents Dataset
The Chatbot dataset is a JSON file that has disparate tags like goodbye, greetings, pharmacy_search, hospital_search, etc. Every tag has a list of patterns that a user can ask, and the chatbot will respond according to that pattern. The dataset is perfect for understanding how chatbot data work
https://github.com/katanaml/katana-as...
3. Flickr 30k Dataset
https://www.kaggle.com/hsankesara/fli...
4. Parkinson Dataset
Parkinsons is a disease that can cause a nervous system disorder and affects the movement. Parkinson dataset contains biomedical measurements, 195 records of people with 23 different attributes. This data is useful in differentiating healthy people and people with Parkinsons disease.
https://archive.ics.uci.edu/ml/datase...
5. Iris Dataset
https://archive.ics.uci.edu/ml/datase...
6. ImageNet dataset
ImageNet is an extensive image database primarily used for object recognition software research. It is organized according to the wordnet hierarchy. It has over 20,000 categories and hundreds of images per category. Its size exceeds 150 GB. ImageNet project handles the database and hosts a challenging competition named ILSVRC for people to build more and more accurate object-recognition and image-classification models.
http://www.image-net.org/
7. Mall Customers Dataset
The Mall customers dataset holds the details about people visiting the mall. The dataset has an age, customer id, gender, annual income, and spending score. It gains insights from the data and divides the customers into different groups based on their behaviors.
https://www.kaggle.com/shwetabh123/ma...
9. The Boston Housing Dataset
https://www.cs.toronto.edu/~delve/dat...
10. Uber Pickups Dataset
https://www.kaggle.com/fivethirtyeigh...
11. Recommender Systems Dataset
https://cseweb.ucsd.edu/~jmcauley/dat...
12. UCI Spambase Dataset
https://archive.ics.uci.edu/ml/datase...
13. GTSRB (German traffic sign recognition benchmark) Dataset
http://benchmark.ini.rub.de/?section=...
14. Cityscapes Dataset
https://www.cityscapes-dataset.com/
15. Kinetics Dataset
https://deepmind.com/research/open-so...
16. IMDB-Wiki dataset
https://data.vision.ee.ethz.ch/cvl/rr...
17. Color Detection Dataset
https://github.com/codebrainz/color-n...
18. Urban Sound 8K dataset
https://urbansounddataset.weebly.com/...
19. Librispeech Dataset
http://www.openslr.org/12
20. Breast Histopathology Images Dataset
https://www.kaggle.com/paultimothymoo...
21. Youtube 8M Dataset
https://research.google.com/youtube8m/
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