News
Artificial Intelligence and Machine Learning-Short Term Course
06 May 2020
The Faculty of Engineering and Technology, Rama University, Kanpur is organizing Short Term Course on “Artificial Intelligence & Machine Learning”. The program duration is six weeks and the proposed dates are 1st June to 15th July 2020.
About the Course:
This short term course is specifically designed to provide insight of different research domains to the aspiring researchers of Computer Science & Engineering. The course will explore various recent areas of development in different research domains of Computer Science & Engineering. It will investigate research domains by discussing the theoretical background behind, as well as hands-on training sessions for pursuing various domains will be provided.
The M.Tech and B.Tech research students find it difficult to identify the research domain and formulate their research problems. This short term course will guide these researchers to track the right direction and identify open research challenges in respective fields. The short term course will not only help in identifying the research problems but will give hands-on to kick start the basics of implementation for certain research areas.
The duration of this course will be six weeks properly divided into theory and hand-on practical sessions. At the end of this short term course, each participant will get a Certificate of Participation.
Description of Short Term course:
Title of Short-Term Course
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Artificial Intelligence &Machine Learning
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Duration
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6 weeks
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Proposed Date
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1st June - 15th July 2020
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Course Description
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The short term course is intended to train the students with different machine learning techniques and this course will be focused on understanding artificial intelligence and machine learning techniques with the help of python programming. The course is specially designed for the B.Tech and M.Tech students having a keen interest in machine learning. This course will help to provide insight into trending research domains in Computer Science. The course is designed for research students, especially M.Tech and B.Tech students, to help them formulate their research problems. It will include theoretical as well as practical perspectives of the targeted domain.
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Course Takeaways
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• To develop the skills of artificial intelligence
• Provide a forum to exchange views, ideas & discussing the latest research trends in the field of Computer Science & Engineering.
• To improve participants’ ability to identify the research problems in various research domains.
• To enrich the knowledge and upgrade participants through interaction with highly skilled professionals in Computer Science & Engineering.
• To foster the learning of new skills and knowledge.
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Registration Fee
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Registration Fee: Rs. 500
Course Fee: Rs. 1500
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Special Facility Needs
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Google Code lab for lectures and practical
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Coordinators
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Manisha Verma
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Proposed Short-term Course Outline:
Week 1
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Structure of Intelligent Agent, Natural Language Processing, Introduction to search
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Week 2
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Local Search Algorithm and optimistic problem, Min-Max Algorithm, Alpha-Beta pruning
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Week 3
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Knowledge Representation, Propositional logic, Inference in first-order logic, Utility Theory
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Week 4
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Hidden Markov Model (HMM), Machine Learning, Supervised learning, Unsupervised learning
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Week 5
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SVM Classifier, Artificial Neural Networks Decision trees, Statistical-learning model, Learning with hidden data/complete data models.
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Week 6
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Clustering K-Means, Classification Techniques Pattern Recognition System, and its principles.
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