What will you Learn in the Project?
You will learn following as part of this project:
- Data loading and Exploratory data analysis
- How to remove the stop words using the NLTK library for text classification
- How to convert words to vectors using Word2Vec.
- How to build a Convolutional 2D model with a pooling layer using Keras
- How to use activation functions like Relu and optimizers like Adam.
- How to train the model using a Keras classifier with epochs and batch size
- Jupyter Notebook
Task-1: Import the various libraries used in the problem and load the dataset
Task-2: Remove the stop words from the dataset and convert them into vectors so that they can be understood by the machine
Task-3: Create the convolution 2D layer model function for training