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Machine Learning With Python

This course covers the basic concepts in machine learning such as data preparation, ML model creation, training & testing of the ML model and validation of the predicted results. Participants will be exposed to data preparation techniques, various machine learning algorithms and its use cases, various tools and libraries used in machine learning such as Pandas, Numpy, Scikit-learn, Matplotlib and Jupiternotebook. Participants will be also challenged with our theoretical and extensive hands-on exercises to put their knowledge to the best.

Course Name Duration Entry Requirement Fee (SGD)
Machine Learning With Python 8 hrs Basic Python Knowledge S$495

For alternate time slots, please call 63360244/96503505

Course Content

Module 1: Introduction to Machine learning
  • Machine learning Basics
  • Applications of machine learning
Module 2: Tools and Libraries
  • Jupyter notebook
  • Sci-kit learn
  • Matplotlib
  • Pandas & numpy
Module 3: Machine Learning Algorithms
  • Supervised
  • Linear regression
  • Logistic regression
  • Un-supervised 
Module 4: Stages of machine learning model preparation
  • Data preparation
  • Selection of algorithm
  • Training and testing of the model
  • Prediction and validation of the results
  • Score and errors
  • Confusion matrix 
 

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Course Name Duration Entry Requirement Fee (SGD)
Machine Learning With Python 8 hrs Basic Python Knowledge S$495
Time Slot
    Please call 63360244/96503505
    or
    mail to info.sg@gteceducation.com
    We also provides flexible timing to meet the customer's requirement

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