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)