Advanced Data Science Course Syllabus

  • Concept of Machine Learning
  • Introduction to Python Programming: Basics of Python
  • Data Preprocessing
  • Classification
  • Regression
  • Clustering
  • Association Rule Learning
  • Dimensionality Reduction
  • Natural Language Processing
  • Concepts of Deep Learning
  • Use Cases of Machine learning & real application
  • Preparation for Interviews
  • Introduction to Deep Learning
  • Understanding Neural Networks with Tensorflow
  • Deep Dive into Neural Networks with TensorFlow
  • Master Deep Networks
  • CNN: CONVOLUTIONAL NEURAL NETWORKS
  • RNN: RECURRENT NEURAL NETWORKS
  • AUTOENCODERS
  • KERAS
  • TFLEARN 
  • ASSIGNMENT/PROJECT

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Data Science Mix
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