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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf Study, Virtual ClassroomVideo and Text Based

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesIIM Kozhikode

The Syllabus

  • Data Analytic Thinking
  • Data Analysis with Excel
  • Data Analysis with Python Types of 
  • Data Analytics Data Modelling: Predictive Modelling
  • Data Modelling: Fitting a Model
  • Data Clustering: Hierarchical Clustering
  • Data Clustering: Introduction
  • Association and Co-occurrences: Items that go together
  • Association and Co-occurrences: Measuring Surprises
  • Project Brief and Course Summary

  • Machine Learning Concepts
  • Probability and Statistics in Machine Learning
  • Data Preparation
  • Model and Model Building
  • Python for Machine Learning - I
  • Python for Machine Learning - II
  • Supervised Learning Techniques
  • Regression
  • Advanced Classification Techniques
  • Unsupervised Learning – Clustering

  • Artificial Intelligence (AI): An Overview
  • Automation and AI-based Automation
  • Neural Networks
  • Deep Learning: Concepts and Applications
  • Reinforcement Learning
  • NLP and Text Analytics
  • Conversational Systems
  • Recommender Systems
  • Evolutionary Computing Methods for Classification and Clustering
  • Generative Adversarial Networks
  • AI: Opportunities and Implementation Strategy
  • Project Brief and Course Summary

Instructors

Articles

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