infomatics institute of technology
infomatics institute of technology

Next Intake

February, 2023
Intakes

Feb/May/Aug/Nov

infomatics institute of technology

Duration

2 ½ Months

(Part Time)

Sundays from 9.00am to 12.00pm

infomatics institute of technology

Entry Requirements

Knowledge in Python, Coding

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Course Outline

1.0 Python recap
1.1  procedural and OOP

2.0 Introduction to Machine Learning (Online)
2.1 Ideas of regression
2.2 classification
2.3 clustering
2.4 Neural Networks
2.5 Deep NN

3.0 Regression ( Two weeks)
3.1  linear and logistic
3.2 Discussion on SK learn and Keras for ML
3.3 Including model training and evaluation

4.0 Classification
4.1 KNN, DT, SVM, Ensemble Systems

5.0 Clustering
5.1 K-means

6.0 Neural Networks, CNN, RNN and LSTM (Online)

7.0 Machine Learning in the Cloud (MLaaS)

8.0 Research Opportunities (Online)

Learning Outcomes

To Whom?

Those interested in learning ML and working in research and development in data-driven firms, as well as Research Students

Method Of Delivery

  • Option 1: Lab Demonstrations Face to Face
  • Option 2: Online/Distance classes through a digital learning platform

Course Fee & Payment Terms

Please contact

IIT Professional Development Unit

076 149 0876 | pdu@iit.ac.lk

  • Account Name
  • : Informatics Institute of Technology Limited
  • Account Number
  • : 0036 1000 3876
  • Bank
  • : Sampath Bank
  • Branch
  • : Wellawatte Super
  • Bank Code
  • : 7278
  • Branch Code
  • : 36
  • Your Reference
  • : Invoice No or NIC Number

For further details, please contact

IIT Professional Development Unit
076 149 0876 | pdu@iit.ac.lk

Apply Now