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1. Coursera_Deep_Learning_SpecializationCoursera_Deep_Learning_SpecializationPublic

   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 94 59

2. Coursera_Natural_Language_Processing_SpecializationCoursera_Natural_Language_Processing_SpecializationPublic

   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_SpecializationCoursera_TensorFlow_Advanced_Techniques_SpecializationPublic

   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 10 8

4. Data_ScienceData_SciencePublic

   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 1

5. Disaster-Response-NLP-PipelineDisaster-Response-NLP-PipelinePublic

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

   Jupyter Notebook 2 3

6. Dog_Breed_ClassifierDog_Breed_ClassifierPublic

   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