Artificial Intelligence Course

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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!

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Course Details

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
  • Thane Branch

    101, Prestige Chambers CHS Ltd., opp Thane west rly stn, Thane

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