ACM-Winter-School-Hands-on-Labs

Lab 1 - Housing Dataset
Lab 2 - Wine Class Prediction Dataset, California Housing Dataset Prediction
Lab 3 - medMNIST (Blood) Analysis using FFNN, VGG, ResNet
Lab 4
- Dataset Link : https://github.com/Pragna235/ACM-Winter-School-Hands-on-Labs/blob/main/Twitter_Data.csv
- Sentiment Analysis of Tweets using RNN
Lab 5
- Dataset Link : https://github.com/Pragna235/ACM-Winter-School-2023-Hands-on-Labs/blob/main/Iris.csv
- K-Means Clustering and DBScan Clustering Algorithms and Hierarchial Clustering Algorithms (Agglomerative and Divisive)
Lab 6
- Dataset Link 1 : https://github.com/Pragna235/ACM-Winter-School-2023-Hands-on-Labs/blob/main/PHEME_preprocessed.csv
- Dataset Link 2 : https://github.com/Pragna235/ACM-Winter-School-2023-Hands-on-Labs/blob/main/twitter_credentials.json
- Multimodal Rumor Detection (Fake News) using Deep Learning

Name		Name	Last commit message	Last commit date
Latest commit History 35 Commits
Iris.csv		Iris.csv
Lab 5 Unsupervised Learning.ipynb		Lab 5 Unsupervised Learning.ipynb
Lab_1_End_to_End_ML_Project.ipynb		Lab_1_End_to_End_ML_Project.ipynb
Lab_2_Neural_Networks.ipynb		Lab_2_Neural_Networks.ipynb
Lab_3_medMnist_Dataset_Analysis_using_Neural_Networks.ipynb		Lab_3_medMnist_Dataset_Analysis_using_Neural_Networks.ipynb
Lab_4_Sentiment_Analysis_of_Tweets_using_RNN.ipynb		Lab_4_Sentiment_Analysis_of_Tweets_using_RNN.ipynb
Lab_6_Multimodal_Rumor_Detection_Task_1.ipynb		Lab_6_Multimodal_Rumor_Detection_Task_1.ipynb
Lab_6_Multimodal_Rumor_Detection_Task_2.ipynb		Lab_6_Multimodal_Rumor_Detection_Task_2.ipynb
Lab_6_Multimodal_Rumor_Detection_Task_3.ipynb		Lab_6_Multimodal_Rumor_Detection_Task_3.ipynb
Lab_7_LLM_Finetune_Demo.ipynb		Lab_7_LLM_Finetune_Demo.ipynb
Lab_8_TF_GAN.ipynb		Lab_8_TF_GAN.ipynb
PHEME_preprocessed.csv		PHEME_preprocessed.csv
README.md		README.md
Twitter_Data.csv		Twitter_Data.csv
twitter_credentials.json		twitter_credentials.json

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