Master of Science in Machine Learning & Artificial Intelligence
Learn to deploy Machine Learning models using Cloud computing with an M.Sc. Degree from Liverpool John Moores University, and an Advanced Certification from IIT Madras at INR 11,850 per month.
Global M.Sc.
India & UK’s Top Universities
Ranked #1 in India
IIT Madras ranking – NIRF 2021
18 Months*
Recommended 12-15 hrs/week
Mar 31, 2022
Start Date
5 out of 6 Learners
Get Positive Career Growth
Program Overview
Key Highlights
Learn from the faculty of IIT Madras & LJMU
650+ Hours of Learning
Globally accepted M.Sc. Degree
Practical Hands-on Workshops
No Cost EMI Option
No Cost EMI Option
Offline peer-to-peer networking (non-COVID time)
Personalised Industry Session
Just-in-Time Interviews
AI Powered Profile Builder
Career Bootcamp
25+ Case Studies and Assignments
India's Most Advanced Cloud Program
Designed for Working Professionals
India's No.1 Ranked Engineering College
4 Weeks Industry Capstone Project
Career Mentorship Sessions (1:1)
High Performance Coaching (1:1)
Top Skills You Will Learn
Python, BD processing using Spark, Deploy ML Models, Supervised & Unsupervised ML Models, Predictive Analytics & Statistics
Job Opportunities
Big Data Analyst, Data Engineer, Data Scientist, Machine Learning Engineer
Who Is This Programme For?
Engineers, Software and IT Professionals, Data Professionals
Minimum Eligibility
Bachelor’s Degree with 50% or equivalent at graduation. Coding experience required.* (B. Tech or B.E- preferably 60% or higher or first class if you have less than two years of experience)Â
Programming Languages and Tools Covered
Syllabus
- Preparatory Content
- Introduction to Machine Learning in Cloud
- Data Warehousing & Data Management
- Big Data Processing using Spark
- Business Intelligence/ Data Analytics
- Machine Learning - I
- Machine Learning - II
- Deep Learning
- NLP with Deep Learning
- Deployment
- Python Programming
- Exploratory Data Analysis and Data Visualization
- Intro to ML + Understanding the ML pipeline
- Introduction to Cloud
- Elastic Provisions of cloud and setting up cloud
- Assignment
- Introduction to HDFS
- Introduction to SQL
- Hive Querying
- Case Study
- Assignment
- Introduction to Spark
- PySpark Programming
- PySpark implementation on a Dataset: ALS & Spark Streaming
- Assignment
- Data Modelling
- SQL Best Practices
- SQL Assignment: IMDb Movies
Advanced Excel - NoSQL Databases and Best Practices
- Introduction to Big Data and Cloud
- Hive and Querying
- Hive Case Study
- Visualisation using Tableau
- Sports Analytics – IPL Visualisation Assignment
- Visualization using PowerBI
- Visualization using Plotly
- Data Storytelling
- Plotly Case Study
- Capstone Project
- Inferential Statistics and Hypothesis
- Testing
- Linear Regression – I
- Linear Regression – II
- Logistic Regression
- Assignment
- Decision Trees
- Random Forest Trees
- Assignment
- Principal Component Analysis + Linear Algebra
- Clustering
- Introduction to Neural Nets with TensorFlow
- Convolution Neural Networks
-
Melanoma Detection AssignmentRecurrent Neural Networks
- Natural Language Processing Fundamentals
- Case Study on applications of Deep Learning in NLP
-
Case Study on Computer VisionNN Assignment: Gesture Recognition
- Deployment
- Implementation: Regression + Model Selection on SageMaker
The upGrad Advantage
Strong hand-holding with dedicated support to help you master Data Science
Learning Support
More Info
Career Assistance
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Practical Learning and Networking
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Industry Expert Guidance
- Interactive Live Sessions with leading industry experts covering curriculum + advanced topics
- Personalised Industry Session in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
Student Support
- Student support is available 7 days a week, 24*7.
- You can write to us via studentsupport@upgrad.com or for urgent queries use the ” Talk to Us” option on the learn platform.
Career Mentorship Sessions (1:1)
- Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
High Performance Coaching (1:1)
- Get a dedicated career coach after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
Networking & Learning Experience
- Live Discussion forum for peer to peer doubt resolution monitored by technical experts
- Peer to peer networking opportunities with a alumni pool of 10000+
- Lab walkthroughs of industry-driven projects
- Weekly real-time doubt clearing sessions
Industry Readiness Assessments
- Industry oriented tests which are prepared and validated by domain experts for continuous evaluation and improvement
Admission Process
Online Eligibility Test
Fill out an application and take a short 45 mins Online test with 8 questions.
Review & Shortlisting of Suitable Candidates
Our faculty will review all applications. Following this, a virtual interview will be conducted before offer letters will be rolled out so you are assured a great peer group to learn and network with.
Content
Make a quick block payment with assistance from our loan partners where required, receive immediate access to the prep content and begin your upGrad journey.
Programme Fee – Indian Residents
Rs. 11,850/month
Programme Price: INR 4,99,000 (incl. taxes) No cost EMI available.
Our Learners Work At
Top companies from all around the world have recruited upGrad alumni
Student Reviews
You may not believe it but I had never done coding in my life. I did it during this course and was thrilled to see the outcomes coming out of those codes. Just the way I used to get happy after solving a good (tough) math problem during my school age. Thanks to upGrad for providing a great service to people like us who at the age of 43 can dream to study with budding talents around.
A dedicated studying regime is the key to be successful and pass the program. This program will help build a strong foundation for a successful transition into Data Science. Additionally, participating in Hackathons and Kaggle competitions to solve real-world problems will definitely give you an edge and land a job if one is willing to work hard.
I appreciate the platform upGrad has provided and how they have arranged modules and assignments. Modules are locked until you complete the previous one, so it feels like clearing a semester and going to the next one.
Frequently Asked Questions
How do I know if this programme is for me?
This programme is for you if you have:
Experience in areas of Data Analytics / Software Development / Cloud Management / Database Management / Machine Learning, etc.Â
Undergraduate student in disciplines such as engineering, Maths/Statistics.
How will this programme benefit me?
The programme will benefit you in different ways depending on your prior experiences:
The programme will familiarise you with the advancements in Machine Learning and Cloud. It will also help you understand how machine learning models are deployed using cloud so that you can transition to a Data Scientist / Machine Learning Engineer / Data Engineer / Data Analyst (using Cloud) roles.Â
What is this programme intended to do?
This programme intends to produce extremely well-rounded Data Scientists and Machine Learning professionals with knowledge of cloud with expertise in relevant tools/languages, and understanding of cutting-edge algorithms and applications.
What can I expect out of this programme?
This programme is designed for working professionals looking to pick up skills in advanced concepts such as Machine Learning, Cloud, Data Warehousing, Data Management, Â Big Data Processing, and Deployment of Machine Learning Models. This programme demands consistent work and time commitment over the entire duration of 18 months*Â
Is there any certification at the end of the programme?
Post completion of the programme, an Advanced Certification in Machine Learning and Cloud will be granted from IIT Madras & a M.Sc. degree from Liverpool John Moores University.
For queries, feedback & assistance
upGrad Learner Support
Disclaimer:
upGrad is India’s largest online higher education company, as per monthly visit data and total visits data for the last 28 days received from similarweb, as on April 13, 2020. Deakin University CRICOS Provider Code 00113B.