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Highlights
| Medium of Instructions | Mode Of Delivery |
|---|---|
| English | Video and Text Based |
Course Details
The Master of Science in Machine Learning & AI Degree course in collaboration with Liverpool John Moores University and International Institute of Information Technology offers knowledge of Deep Artificial intelligence and Machine Learning which includes understanding of cutting-edge Algorithms which enables computer systems to predict calculations accurately based on the data and learn from the data with artificial neural networks.
The Master of Science in Machine Learning & AI online training is designed to explore the knowledge of core technology behind the Artificial Intelligence and training of computer systems with various machine learning models and Algorithms to automate the system based on the data and learning of the machine by various operations which includes both supervised and unsupervised learning in which the system responses according to the trained model by machine learning algorithms.
The Master of Science in Machine Learning & AI syllabus covers every possible basic and advanced knowledge of data calculations and mathematics behind the algorithms and modification of algorithms to modify it according to need. The course teaches analyzing data with data wrangling and building predictive models by creating experience for machines. The course includes various phases of the machine learning process with training, pre-processing and error analysis to give accurate prediction results.
Programme Offerings
- Online training
- hands-on projects
- Mentor Support
- Live Session
Eligibility Criteria
For Admission in Master of Science in Machine Learning & AI course,
the candidate should have
Bachelor’s degree preferably in statistical or mathematical background with minimum 50% marks
1 years of work experience in Analytical/Programming Field
Eligibility Test
Candidates will have to pass the eligibility test to get admitted in the Master of Science in Machine Learning & AI online training.
Candidates can skip the exam if they have more than 1 years of work experience in the field of Programming or Analytics and have a statistical/mathematical degree.
Admission Details
To apply for the Master of Science in Machine Learning & AI from Liverpool John Moores University and International Institute of Information Technology via upGrad, follow the steps mentioned below :
Open the course provider upGrad's official website - https://www.upgrad.com
Browse the course through 'Data Science I Machine Learning' category
Click on the course to open course page
Click on the 'Apply Now' button to proceed
Login in your account if you are an existing user, otherwise create an account
Fill the application form and submit
Take a 40 minutes eligibility test after completing the application
After reviewing profile and test score, selected candidates will receive offer letter
Confirm your seat by paying initial amount of Rs. 25,000
Application Details
The application process for Master of Science in Machine Learning & AI is completely online, Course provider upGrad requires candidates to fill following information in their application form
Basic information including name, address, gender, date of birth, etc.
Educational qualification details including degree level, field of study, name of institute, GPA, graduation month and year etc.
Work experience details including company name, role, years of total experience, years of analytics experience, known programming language,etc.
The Syllabus
Introduction to Python
Python for Data Science
Data Visualisation in Python
Data Analysis Using SQL (Optional)
Advanced SQL and Best Practices (Optional)
Data Analysis in Excel (Optional)
Analytics Problem Solving (Optional)
Exploratory Data Analysis
Investment Assignment
Inferential Statistics
Hypothesis Testing
Lending Club Case Study
Linear Regression
Assignment: Linear Regression
Logistic Regression
Naive Bayes
Model Selection
Advanced Regression
Advanced Regression assignment
Support Vector Machine (Optional)
Tree Models
Model Selection - Practical Considerations
Boosting
Unsupervised learning: Clustering
Unsupervised Learning: Principal Component Analysis
Telecom Churn Case Study
Lexical Processing
Syntactic Processing
Syntactic Processing -Assignment
Semantic Processing
Building Chatbots with RASA
Introduction to Neural Networks
Neural Networks - Assignment
Convolutional Neural Networks - Industry Applications
Recurrent Neural Networks
Neural Networks Project - Gesture Recognition
Classical Reinforcement Learning
Tic Tac Toe Assignment - Classical Reinforcement Learning
Deep Reinforcement Learning
Reinforcement Learning Project
Deployment
Capstone
What is research ?
Types of research?
Research process
Data collection
Report writing and presentation
Scientific ethics
Investigate dietary patterns and metabolite fingerprints of takeaway (fast) food consumers using PCA and clustering methods
Investigate a diagnosis of eye diseases using imaging ophthalmic data
Structure medical images with information geometry
Using Social media feed to place tweets regarding natural disasters on a map
Preventing credit card fraud through pattern recognition
Developing a recommender system for a Media giant
Risk modelling for Financial activities and Investment Banking
Evaluation Process
Candidates should complete in-course assessments and projects to get PG Diploma Degree in Machine Learning & AI from IIIT Bangalore and a Master's Degree from LJMU.
Student Reviews for M.Sc Machine Learning and Artificial Intelligence
Good
Verified ReviewBatch of 2024-01-01 | M.Sc Machine Learning and Artificial Intelligence
College Infrastructure
College is well equipped with central library, playground, Gymkhana, classrooms, IT Labs, language labs, etc. The college is very clean and tidy. every thing is organised very well. lastly the overall infrastructure is well maintained and designed. Campus is very clean.
Liverpool John Moores University, Liverpool Frequently Asked Questions (FAQ's)
Yes, There is a 40 minutes online logical aptitude and quantitative test to check eligibility of the candidates for Master of Science in Machine Learning & AI course.
The duration of Master of Science in Machine Learning & AI Training is 18 Months at the rate of recommended 15 hours per week.
Candidates will be awarded with PG Diploma in Machine Learning & AI from IIIT Bangalore and a Master's Degree from LJMU.
Candidates having Bachelor’s degree with 50% or more grades and at least 1 years of work experience in Analytical/Programming Field.
There are varieties of job roles available after completing the Master of Science in Machine Learning & AI online Degree, including Data Scientist, Software Developer, Data Analyst.