Text Classification
This Repository is a "Hacktiv8 Milestone Project" of Constructing Text Classifier to predict the job postings are real or fake.
Research topic : Convolutional Neural network, Natural Language Processing, Text Exploration, Text Preprocessing, Tensorflow, Pipeline in Tensorflow, Feature Engineering, Natural Language Toolkit, Tokenization for NLP, Model Evaluation, Deyployment (Frontend-Streamlit, Backend-tf_serving)
Model Used : RNN-LSTM, CNN-1D
Source of the dataset is from kaggle.com.
Deployment link :
Frontend : https://fakejobprediction.herokuapp.com/
Backend : http://fakejobprediction-app.herokuapp.com/v1/models/fake_job_prediction:predict