Get updates on Eligibility, Admission, Placements Fees Structure
Highlights
| Medium of Instructions | Mode Of Delivery |
|---|---|
| English | Video and Text Based |
Course Details
The Master of Science in Machine Learning & Artificial Intelligence online course in collaboration with IIT Madras and Liverpool John Moores University is created to introduce Machine Learning and cloud, the course offers knowledge of using cloud computing infrastructure such as Amazon web services, Google Cloud Platform, Microsoft Azure and IBM cloud, The course covers in- depth knowledge of advanced language for data warehousing and data management, Deep learning and fundamentals of Neuro Linguistic Programming.
The Master of Science in Machine Learning and Artificial Intelligence syllabus delivers the knowledge of deploying supervised and unsupervised Machine Learning models using cloud computing in which the machine responds to a new challenge based on the trained model of machine learning with various data and learns from the unlabeled data to give predictive solution to any calculations.
The Master of Science in Machine Learning and Artificial Intelligence training course explores knowledge of building predictive models by machine learning service tool by Amazon web services, broad overview of Artificial intelligence and task automation with deep learning for processing data for creating patterns to teach computers with various data to predict solutions accurately by identifying relevant dataset and building analytical model based on the chosen algorithm.
Programme Offerings
- placement assistance
- online learning
- hands-on projects
- Mentor Support
- Live Session
Eligibility Criteria
For Admission in Master of Science in Machine Learning and Artificial Intelligence online course, the candidate should have a Bachelor’s degree with a minimal understanding of any programming language like Python/Java/C/C++
Admission Details
Step 1. To know more about the Master of Science in Machine Learning and Artificial Intelligence online course in collaboration with IIT Madras and Liverpool John Moores University, open the course website https://www.upgrad.com/machine-learning-ms-ljmu-iitm/
Step 2. Click on “Apply Now” Button to proceed
Step 3. Enter your mobile number to start the Application
Step 4. Enter OTP to proceed
Step 5. Fill the M.Sc in Machine Learning and Artificial Intelligence Application form
Step 6. Take the 45 minutes online eligibility test
Step 7. Get shortlisted for Interview
Step 8. After interview with selection committee, eligible candidate will receive offer letter
Step 9. Confirm your Admission by paying Initial Amount
Application Details
The Application form of Master of Science in Machine Learning and Artificial Intelligence course is fully online, upGrad requires candidates to submit following details :
Personal details (name, city, state, country, date of birth,etc)
Academic details (name of institute, degree level, year of passing, GPA, etc)
Professional details (total years of work experience, company name, etc)
The Syllabus
Introduction to Python
Python for Data Science
Data Visualisation in Python
Exploratory data analysis
Introduction to Machine Learning
Introduction to Cloud
Cloud Infrastructure using AWS
Course Assignment
Introduction to HDFS
Introduction to SQL
Advanced SQL
Hive Querying
Course Assignment
Introduction to Spark
PySpark Programming
Data Processing using PySpark
Course Assignment
Introduction to Spark
PySpark Programming
Data Processing using PySpark
Course Assignment
Inferential Statistics
Hypothesis Testing
Linear Regression - I
Linear Regression - II
Logistic Regression
Course Assignment
Decision Trees
Random Forest Trees
Course Assignment - I
Principal Component Analysis
Clustering
Course Assignment - II
Implementation: Regression + Model Selection on SageMaker
Course Assignment - III
Introduction to TensorFlow
Introduction to Neural Nets
Convolutional Neural Nets
NLP Fundamentals
Sequence Models
Assignment
Case Study on Computer Vision
Case Study on applications of Deep Learning in NLP
Implementation: Regression + Model Selection on SageMaker
Assignment
Deploying Machine Learning Model
Capstone Project
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 recommendation system for a Media giant
Risk modelling for Financial activities and Investment Banking
Evaluation Process
In order to get an M.Sc degree from Liverpool John Moores University and an advanced certificate in machine learning and cloud, candidates will have to submit all their projects and coding assignments on time.
Liverpool John Moores University, Liverpool Frequently Asked Questions (FAQ's)
The new batch of M.Sc in Machine Learning and Artificial Intelligence training is starting on 31 March 2021.
It takes 18 months with an average of 12-15 hours per week to complete a Master of Science in Machine Learning and Artificial Intelligence.
Candidates will be awarded with an Advanced certification in Machine Learning and cloud from IIT Madras and M.Sc degree from Liverpool John Moores University.
Bachelor's degree holder candidates with a minimal understanding of any programming language like Python/Java/C/C++ are eligible for a Master of Science in Machine Learning and Artificial Intelligence online training.
After the completion of Master of Science in Machine Learning and Artificial Intelligence tutorial, candidates can apply for various job roles in machine learning and artificial intelligence domain. which includes machine learning engineer, data analyst, data engineer and more.