S P L A S H
Artificial Intelligence Training in Pallikaranai, Chennai
Course Content
Module 1 – Introduction to Artificial Intelligence (AI) Framework TensorFlow
Working through ‘Hello World’ in TensorFlow and Python
An introduction to computer vision
Coding a Computer Vision Neural Network
Implementing your own convolutional layers
Adding automatic validation
Model evaluation - test accuracy
Module 2 – Artificial Intelligence - Classify the Images Using CNN in TensorFlow
Exploring a Larger Dataset
Live project : Binary classification on Image dataset
Augmentation: A technique to avoid overfitting
Live Project : Artificial Intelligence (AI) to classify the images
Exploring Dropout, Normalization
Module 3 - AI for Natural Language Processing (NLP) in TensorFlow
Text Pre-processing
Noise Removal
Lemmatization
Stemming
Word Embeddings
Live Project : Sentiment analysis
Module 4 – Recurrent Neural Networks (RNN) in TensorFlow
Implementing RNN
Implementing Long Short Term Memory(LSTM)
Hyperparameter tuning
Live Project : Finding Next word should be
Live Project : Artificial Intelligence (AI) to Write Poetry (Predicting Words)