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1. Coursera_Deep_Learning_Specialization Coursera_Deep_Learning_Specialization Public

   Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including t…

   Jupyter Notebook 90 60

2. Coursera_Natural_Language_Processing_Specialization Coursera_Natural_Language_Processing_Specialization Public

   Implementation of state-of-the-art NLP models using transformers for tasks including machine translation, text-summarization, chatbots, and question answering.

   Jupyter Notebook 4 4

3. Coursera_TensorFlow_Advanced_Techniques_Specialization Coursera_TensorFlow_Advanced_Techniques_Specialization Public

   Used the Functional API to built custom layers and non-sequential model types in TensorFlow, performed object detection, image segmentation, and interpretation of convolutions. Used generative deep…

   Jupyter Notebook 9 8

4. Data_Science Data_Science Public

   Data analysis & visualization of "2020 Kaggle Machine Learning & Data Science Survey" to highlight the tools and best practices used by the Data Science Practitioners along with a blog post on Medium.

   Jupyter Notebook

5. Disaster-Response-NLP-Pipeline Disaster-Response-NLP-Pipeline Public

   End-to-end machine learning pipeline to classify disaster messages into 36 categories and a web app to deploy the trained model.

   Jupyter Notebook 1 3

6. Dog_Breed_Classifier Dog_Breed_Classifier Public

   End-to-end deep learning pipeline to classify images of dogs and humans to determine what breed the human or dog most resembles

   Jupyter Notebook 2