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Machine Learning Certification Course

Build Intelligent Applications. Master machine learning fundamentals from the experts.

What's the course about

Machine Learning is a technique behind innovations such as facial recognition, self-driving cars, predictive results in search, Predictive text etc. It is playing a significant role in developing new algorithms which permits software application to predict/achieve accurate results without being explicitly programmed.

Machine Learning is implemented where programming or developing an efficient algorithm is problematic or not feasible. Machine Learning is revolutionizing the computing ecosystem.


  • Introduction to Machine Learning
  • Programming with R
  • R based projects development
  • Programming with python
  • Python based projects development
  • Statistics Essentials
  • Knowledge extraction using Statistics Essentials
  • Pre program preparation
  • Text mining and NLP
  • Supervised Learning
    Classification Algorithms
  1. Decision Tree
  2. GINI
  3. Entropy
  4. KNN
  5. SVM
  6. Naïve Bayes Classifier
  7. Artificial Neural Network
    Regression Algorithms
  1. Logistic regression
  2. Regression Analysis
  3. Linear Regression
  4. Multiple Linear Regression
  5. Random Forest
  6. Poisson Regression
  7. Lasso & Ridge Regression
  8. Zero-Inflated Regression
  9. Multinomial Regression
  10. Artificial Neural Network
    Unsupervised Learning
  1. Euclidean Distance
  2. Hierarchical clustering
  3. k-means clustering
  4. Manhattan Distance
  5. k-Medoids
  7. CLARA
  8. PCA
    Deep learning(Neural Networks)
  1. ANN for Classification
  2. ANN for Regression
  3. RNN for higher complexity problems
  4. RNN for time dependent problems
    Data Analysis
  1. Word cloud
  2. Web Extraction
  3. Survival Analysis
  4. Dimension Reduction


  • Machine Learning Engineer
  • Data Scientist- Machine Learning/NLP
  • Data Engineer- Machine Learning
  • Architect
  • Natural Language Processing Engineer-Machine Learning
  • Machine Learning Software Engineer
  • Data Scientist-Advanced Analytics
  • Data Analyst-Machine Learning
  • Machine Learning Specialist
  • Lead Data Scientist
  • Machine Learning Developer
  • Engineer-Machine Learning
  • Artificial Intelligence Expert
  • Consultant
  • Research Engineer
  • Software Engineer-Machine Learning
  • Manager-Machine Learning & Analysis
  • Research Scientist/Applied Research Scientist
  • Distributed Systems Engineer
  • Data Visualizer


Internationally recognized Course Completion certificate


Deep learning module


  • Instructor-led training from an expert
  • Hardware based Real Time Application training and hands-on practice

Choose This As Your Career Path