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1. Sentiment-Analysis Sentiment-Analysis Public

   Course: Natural Language Processing (NLP). Skills and Tools: Keras, RNN, Word embedding, LSTM, Classification. A text classification model that analyses the customer's sentiments based on their rev…

   Jupyter Notebook 1

2. Face-mask-segmentation Face-mask-segmentation Public

   Course: Computer Vision. Skills and Tools: Computer Vision, CNN, Transfer Learning, Object detection. Predict and apply masks over the faces within images using CNN and image recognition algorithms…

   Jupyter Notebook 1

3. Face-Recognition Face-Recognition Public

   Course: Computer Vision. Skills and Tools: Keras, CNN, Siamese Networks, Triplet loss. Face recognition deals with Computer Vision a discipline of Artificial Intelligence and uses techniques of ima…

   Jupyter Notebook 3

4. Classifying-silhouettes-of-vehicles Classifying-silhouettes-of-vehicles Public

   Course: Unsupervised Learning. Skills and Tools: Classification, Support Vector Machines, Principal Component Analysis. Classified vehicles into different types based on silhouettes which may be vi…

   Jupyter Notebook 1

5. Predicting-the-Strength-of-high-performance-concrete Predicting-the-Strength-of-high-performance-concrete Public

   Course: Featurization, Model Selection & Tuning. Skills and Tools: Regression, Decision trees, feature engineering. This project involved feature exploration and selection to predict the strength o…

   Jupyter Notebook 1 1

6. Question-Generator Question-Generator Public

   Course: Natural Language Processing. Skills and Tools: *****. Auto question generator from English passages.

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