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 HighlightsMedium of InstructionsMode Of Delivery
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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)

1: What is the starting date of M.Sc in Machine Learning and Artificial Intelligence ?

The new batch of M.Sc in Machine Learning and Artificial Intelligence training is starting on 31 March 2021.

2: How long does it take to complete a Master of Science in Machine Learning and Artificial Intelligence Course ?

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.

3: What type of certificate and degree will I be awarded after completing this course ?

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.

4: What is the eligibility criteria of Master of Science in Machine Learning and Artificial Intelligence online training ?

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.

5: After completing my Master of Science in Machine Learning and Artificial Intelligence tutorial, for which job roles can I apply?

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.