+94 766 760 760
info@iit.ac.lk
Enroll Today and Engineer Intelligent Solutions!
Ready to unlock the potential of intelligent machines? Enroll now and let’s embark on a journey where you not only learn the intricacies of machine learning but also contribute to shaping the future of artificial intelligence
IIT Professional Training Unit is established to offer innovative learning solutions in the fields of Business and Information Technology to enable individuals and organizations to face tomorrow’s challenges with confidence.
1.0 Python recap
1.1 procedural and OOP
2.0 Introduction to Machine Learning (Pasan)
2.1 Ideas of regression, classification, clustering, Neural Networks and Deep NN
3.0/4.0 Regression
linear and logistic
Discussion on SK learn and Keras for ML Including model training and evaluation
5.0/6.0 Classification
KNN, DT, SVM, Ensemble Systems
7.0 Clustering
5.1 K-means
8.0 Neural Networks
9.0 Machine Learning in the Cloud (MLaaS)
10.1ML OPS
10.2 Research Opportunities
1. Understanding and ability to apply the fundamental programming elements on Python and
its OOP concepts.
2. Understanding the types of machine learning algorithms in high level.
3. In-depth understanding of concepts and ability to apply supervised and unsupervised
machine learning techniques including Regression, Classification and Clustering for real-life
problems.
4. In-depth understanding of concepts and ability to apply Neural Network related machine
learning techniques like CNN, RNN and LSTM for real-life problems.
5. Ability to design, develop and deploy machine learning workflows in cloud based
environments like AWS, Azure, GCP.
6. Understanding of scientific research opportunities in the area of machine learning.
Those interested in learning ML and working in research and development in data-driven firms, as well as Research Students
Knowledge in Python, Coding
Option 1: Lab Demonstrations Face to Face
Option 2: Online/Distance classes through a digital learning platform
For further details, please contact
IIT Professional Development Unit
0770 566 577 | pdu@iit.ac.lk
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