Data Science course details

  • Course Duration120 Hrs
  • New Batch Starts10 July. 2019
  • Mode of TrainingClassRoom Online

Course content

  • Supervised Algorithm
  • Unsupervised Algorithm - Clustering
  • Variable Reduction Technique
  • Feature Engineering
  • Model Stability
  • Pandas DataFrame
  • Visualization
Supervised
  • Support Vector Machines
  • Boosting Machines
  • Time Series Modelling
  • Combing Models:
  • UnSupervised
  • Introduction
  • Neural Networks Basics
  • Shallow neural networks
  • Deep Neural Networks
  • Practical aspects of Deep Learning
  • Optimization algorithms
  • Hyperparameter tuning
  • ML Strategy
  • Foundations of Convolutional Neural Networks
  • Deep convolutional models: case studies
  • Object detection
  • Face recognition & Neural style transfer
  • Recurrent Neural Networks
  • Natural Language Processing & Word Embeddings
  • Sequence models & Attention mechanism