Deep learning for Project implementation training in Pallikaranai, Chennai

SPLASH - Deep learning is step advanced in Machine learning. Popular Deep learning frameworks are TensorFlow and PyTorch. Artificial intelligence has different abilities like NLP, Computer vision, Decision making. In this course we are aiming to cover various Task/problem and implementing using Deep Learnming Methods.

Different task were discussed in Deep Learning with PyTorch training and Deep Learning with TensorFlow Training

In real time project implementation, our experts will start with how to create simple hello word like example using Deep Learning framework for prediction. Then dives into Optimization to improve the algorithm accuracy. Later covers different problem with text data using Sequence model like RNN and LSTM.

Deep Learning for Real time Project implementation training

Module 1 – Neural Networks and Deep Learning

Introduction to deep learning
Neural Networks Basics
Shallow neural networks
Deep neural networks
Live project : Starting with Deep learning

Module 2 – Improving DNN: Hyperparameter, Regularization and Optimization

Regularization

Reduces Overfitting
Dropout

Regularization

Gradient descent
Dropout

How to pick Hyper parameter
Softmax Regression
Live Project : Training DNN

Module 3 – Convolutional Neural Networks (CNN)

Foundations of CNN
Padding and Pooling Layers
Data Augmentation
Live project : Face recognition
Live Project : Object Detection

Module 4 – Sequence modeling

Recurrent Neural Networks (RNN)
Backpropagation
Long Short term Memory (LSTM)
Live Project : Language Model
Live Project : Sequence Generation (Next word Prediction)

Module 5 – Natural Language Processing (NLP)

Word Embedding
Word2Vec and Sampling
GloVe word vectors
Live Project : Sentiment Classification

Even Deep Learning is bit advanced Machine Learning, if you are good in basic of Data Analytics, learning Deep Learning is much simpler. One can master in Data analytics by Learning Data analytics using Python or Data analytics using R

SPLASH - A DATA training institute, our attention towards DATA. Our custome training course are relevent to the job market.