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AMALA Tower, Adichira

Machine Learning


  • Preliminaries of Statistics
  • Graphical Techniques/ Data Visualization
  • Data Mining – Supervised Learning
    • Regression
      • Simple Linear Regression
      • Multilinear Regression
      • Logistic Regression
    • Decision Trees
    • Random Forest – Ensemble Model
    • K-Nearest Neighbour (KNN)
    • Support Vector Machine (SVM)
    • Neural Networks
    • Naïve Bayes Classifier
  • Data Mining – Unsupervised Learning
    • Clustering
      • Hierarchical Clustering
      • K-Means Clustering
      • K-Medoids
      • CLARA
      • DBSCAN
    • Dimension Reduction
    • Principal Component Analysis
  • Advanced Regression Analysis
    • Poisson Regression
    • Negative Binomial Regression
    • Lasso & Ridge Regression
    • Zero Inflated Regression
    • Multinomial Regression
  • Text Mining
    • Word Cloud
    • Dendrogram
    • Extracting reviews
  • Natural Language Processing
    • Latent Dirichlet Allocation (LDA)>
    • Emotion Mining- Lexicons>
  • Survival Analysis


A perfect learning place for a perfect course. The faculties are well experienced and always give a detailed description for each section and also gives assignments for that section to do it ourselves and very helpful to improve our technical skill. Dedicated staff and systemic training are the key features of the institute There is no compromise for quality training.

It was really a good experience with stepzindia. They provided me a excellent platform to learn and gain enough knowledge in IOT . IOT Trainer was good and the trainer had enough knowledge and experience in the field of Internet of things.Highly Recommended!!

It was a great experience working with stepz..... it is always necessary for an engineer to have some practical experience with what they actually learn.. Stepz provided me with the adequate help in doing my project.. looking forward to working with them again..