Artificial Intelligence Course

Artificial Intelligence course is offered by QuickXpert Infotech. Best Artificial Intelligence Course in Thane to Learn in Online/Classroom Format and Get Certified from Best Artificial Intelligence Training Institute QuickXpert Infotech known for Quality Training in Reasonable Fees and Placements!

Syllabus:

• Intro to AI & Neural Networks
• Deep Learning vs Machine Learning
• Tech Advancement
• All about Artificial Neural Networks (ANN)
• Understand How Deep Neural Network Works?
• Different variants of Gradient Descent
• Stochastic Gradient Descent vs Adam vs Others
• Hyper parameter Tuning
• Batch Size
• Learning Rate
• Momentum
• Deep Learning in Python
• Deep Learning packages in python
• Google TensorFlow Framework
• Model Building with default TFLearn API
• Keras Vs TFLearn Vs Pycharm APIs
• Model Building with Keras API Wrapper
• Activations
• Optimizers
• Losses
• Validation
• Evaluation Metrics
• Keras Backend
• Callbacks - Early Stopping, TensorBoard
• CNN - Convolutional Neural Networks
• Understanding Architecture & Visualizing a CNN
• Stochastic Gradient Descent vs Adam vs Others
• Hyper parameter Tuning
• Batch Size
• Learning Rate
• Momentum
• Transfer Learning
• vgg16
• Activations
• Optimizers
• Losses
• Validation
• Evaluation Metrics
• Keras Backend
• Callbacks - Early Stopping, TensorBoard
• vgg19
• Kernel
• Depth
• Pooling
• resnrt 50
• NLTK
• Simple NLTK
• Stemming
• Lemitaization
• Regex
• Stopwords
• Corpus
• Unigram
• Bigram
• Trigram
• BAG fo words(count vectorization)
• TD-IDF-term frequency inverse document frequency 1
• Word embedding
• word 2 vec --cbow / skipgram
• glove
• Fasttext
• Keyed vector
• LSTM / RNN (bidirentional)
• GRU(theory - Arthiecture build )
• Projects & Case Studies
• Image Recognition using MNIST Dataset
• Object Recognition using CIFAR-10 Dataset
• Speech Recognition (Google Voice | Alexa | Siri)
• Sentiment Analysis and Word Clouds
• Chat Bot Building