/136-Harshit-Tarsariya

Learning ML

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136-Harshit-Tarsariya

  • Getting started with Numpy, Pandas, NLTK libraries and preprocessing text datasets.

  • Preprocessing on datasets

  • Naive Bayes Classifier

  • Decision Tree Classifier

  • Linear Regression

  • Logistic Regression

  • Classifying tweets using Logistic Regression

  • KMeans Clustering with Labeled/Unlabeled data

  • Support Vector Machine

  • Neural Networks (ANN & CNN)

  • Principal Component Analysis (PCA)