Yashikha.com - One of the Leading Companies for Corporate Trainings in Emerging Technologies and workshops in Mumbai and India.

Machine Learning Training Program

Who should attend?

  • Data Scientists
  • AI/ML professionals, Managers and Leaders
  • AI/ML Practitioners
  • CXOs, Business Owners, Decision Makers

Learning Outcomes:

Yashikha's ML Course for Corporates, it will develop expertise in popular ML technologies and problem solving methodologies. Develop ability to independently solve business problems using ML. Learn to use popular ML technologies . Develop a verified portfolio with the project that will showcase your new skill acquired.

Course Duration:

15 Hours

Course Pedagogy:

  • Introduction
  • Supervised Learning(Regression, Classification Techniques, Decision Trees)
  • Unsupervised Learning(Clustering, Expectation Maximization, Dimensionality reduction)
  • Boosting and bagging
  • Random Forests
  • Value based methods
  • Policy based methods
  • Neural Network Basics
  • Deep Neural Networks(Backpropogation Algorithm, Intuition, Gradient Checking, Random initialisation)
  • Recurrent Neural Networks (RNN)
  • Deep Learning applied to Images using CNN
  • Tensor Flow for Neural Networks & Deep Learning
  • Convolutional Neural Networks
  • Keras library for deep learning in Python
  • Pre-processing Image Data
  • Object & face recognition using techniques above
  • Statistical NLP and text similarity
  • Syntax and Parsing techniques
  • Text Summarization Techniques
  • Semantics and Generation
  • Support Vector Machines
  • Machine Learning System Design
  • Uninformed and heuristic-based search techniques
  • Adversarial search and its uses
  • Planning and constraint satisfaction techniques