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1. Deep-Learning-Keras-Tensorflow-Resnet50-implementation Deep-Learning-Keras-Tensorflow-Resnet50-implementation Public

   Building a 50-layer ResNet model from scratch using Tensorflow and Keras. Training it first on CPU (very slow), then on Kaggle GPU (for a significant improvement in speed).

   Jupyter Notebook 8

2. Deep-Learning-CNN-with-PyTorch Deep-Learning-CNN-with-PyTorch Public

   Building a custom architecture Convolutional Neural Network in PyTorch and using the resulting model to classify the Fashion MNIST dataset.

   Jupyter Notebook

3. Deep-Learning-Face-Recognition-Tensorflow-Keras Deep-Learning-Face-Recognition-Tensorflow-Keras Public

   Facial Recognition with Keras, FaceNet and Inception model using Siamese Networks and transfer learning.

   Jupyter Notebook

4. NLP-for-sentiment-analysis-of-tweets NLP-for-sentiment-analysis-of-tweets Public

   Sentiment analysis performed on tweets. Comparison of performance of a few popular libraries: TextBlob, VADER and Flair. Also includes some pretty plots using Keppler.

   Jupyter Notebook

5. Scraping-historical-tweets-without-Twitter-API Scraping-historical-tweets-without-Twitter-API Public

   The tool I'm using here for scraping tweets: snscrape. Snscrape is a popular tool with social scientists for Tweets collection, at least in 2021. Apparently, it bypasses several limitations of the …

   Jupyter Notebook 2

6. Time-series-exploration-Crypto-Price Time-series-exploration-Crypto-Price Public

   I wanted to see a notebook / tutorial that would take me through the basics of working with time series. Most notebooks I found were not very rigorous. So I wrote my own. This is: 1. a good startin…

   Jupyter Notebook