⭐ Data Science Projects [2023]
This repository contains some ML/DL projects that I have done as a beginner for practical purposes.
Artificial Neural Network - ANN
Python Code
⚡ Iris Classification with Keras Tuner
Python Code
Dataset
Python Code
⚡ Heart Disease Prediction
Dataset
Python Code
⚡ Graduate Admission Prediction
Dataset
Python Code
⚡ Credit Card Customer Churn Prediction
Dataset
Python Code
⚡ Fashion MNIST Image Classification with Hyperparameter Tuning
Python Code
Convolutional Neural Network [CNN] / Computer Vision
⚡ Satellite Image Classification
Dataset
Python Code
⚡ Flower Classification with Data Augmentation [tf.keras.layers]
Python Code
⚡ Flower Classification with Data Augmentation [tf.image]
Python Code
⚡ Flower Classification with VGG16 [Feature Extraction]
Python Code
⚡ Flower Classification with MobileNet [Fine Tuning]
Python Code
⚡ Flower Classification with Inception [TensorFlow Hub]
Python Code
Recurrent Neural Network [RNN] / Natural Language Processing [NLP]
⚡ Spam Classification with Bag-of-Words
Dataset
Python Code
⚡ Spam Classification with TF-IDF
Dataset
Python Code
⚡ IMDB - Sentiment Analysis with SimpleRNN
Python Code
⚡ IMDB - Sentiment Analysis with Embedding Layer & SimpleRNN
Python Code
⚡ IMDB - Sentiment Analysis with Text Vectorization Layer, Embedding Layer & LSTM
Python Code
⚡ IMDB - Sentiment Analysis with Text Vectorization Layer, Embedding Layer & GRU
Dataset
Python Code
⚡ Fake News Classification with Pretrained Word2Vec Model
Dataset
Python Code
⚡ Fake News Classification with Pretrained Glove Model
Dataset
Python Code
⚡ Fake News Classification with Spacy Vectors
Python Code
⚡ Word Embeddings with FastText
Dataset
Python Code
⚡ IMDB - Sentiment Analysis with FastText
Dataset
Python Code
⚡ IMDB - Sentiment Analysis with BERT
Python Code
