MUST Research Labs - Artificial Intelligence Education

MUST Research Labs

Artificial Intelligence Education

{it's a must}

MUST Research Labs - Artificial Intelligence Education is dedicated to promote excellence and competence in the field of data science, cognitive computing, artificial intelligence, machine learning, advanced analytics.

MUST is to build an ecosystem to enable interaction between academia and enterprise, help them in resolving problems and make them aware of the latest developments in the cognitive era to provide solutions, guidance or training, organize lectures, seminars and workshops, collaborate on scientific programs and societal missions.

The most exciting feature of MUST is the advanced research on cutting-edge technologies like neural networks and deep learning, text mining and natural language processing, image processing and computer vision, audio signal processing and speech technology, embedded systems and robotics etc.

Module[1]: Learn

Capstone Internship Projects on Artificial Intelligence for Technical Professionals and Students (12 Weeks)

✓ Introduction to Artificial Intelligence, Overview of Machine Learning, Deep Learning, Computer Vision or Natural Language Processing, Understanding Problem Statement, Definition of Project Topic and Objectives

✓ Collection and Understanding Dataset, Data Analysis Report

✓ Exploratory Data Analysis, Data Cleansing, Handling Missing Values

✓ Data Transformation and Feature Engineering

✓ Data Splitting into Training, Validation and Test Sets, Model Selection, Overview of Algorithms, Baseline Model Selection and Justification

✓ Training and Evaluation of Baseline Model and Initial Performance Evaluation

✓ Advanced Model Training, Improvement of Performance and Hyperparameter Optimization

✓ Model Evaluation, Interpretation and Explainability

✓ Comparison Studies between Multiple Algorithms and Research based Outcome

✓ Final Project Report, Code Submission and Presentation

Module[2]: Invent

Filing Patents on Artificial Intelligence for Technical Professionals and Students (48 Weeks)

✓ Introduction to Applied Artificial Intelligence Research and Innovation Methodologies

✓ Ideation, Literature Survey, Brainstorming and Presentation along with Team and Supervisor

✓ Review with Technical Panel, Flow Diagram of the Proposed System and Method

✓ Initial Technical Drafting of Patent Disclosure

✓ Detailed Architecture of Components and Pseudo Codes

✓ Responding to Prior Art Search Results

✓ Discussions on Intellectual Property Attorney Review Comments

✓ Review and Edit Disclosure Document based on Feedbacks and Suggestions

✓ Final Documentation and Proof of Concept along with Illustrative Examples

✓ Disclosure Submission to Patent Office to File the Intellectual Property

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