Advanced Certification in Machine Learning and Cloud
Learn to Learn to deploy Machine Learning models using Cloud computing with India’s most advanced certification programme, exclusively from IIT Madras & upGrad at INR 6,319 per month.
Ranked #1 in India
300+
Hiring Partners
12 Months
Recommended 12-15 hrs/week
Mar 31, 2022
Start Date
EMI options
Starting at INR 6,319
5 out of 6 Learners
Program Overview
Key Highlights
Learn from the faculty of IIT Madras
Designed for Senior Working Professionals
20+ Case Studies and Projects
Practical Hands-on Workshops
25+ Industry Mentorship Sessions
500+ Hours of Learning
Career Mentorship Sessions (1:1)
No Cost EMI Option
India's most Advanced Cloud Programme
4 weeks Industry Capstone Project
Globally Accepted Advanced Certification
India's No.1 Ranked Engineering College
High Performance Coaching (1:1)
Exclusive Job Opportunities Portal
Just-in-Time Interviews
AI Powered Profile Builder
Industry Readiness Assessments
Personalised Industry Session
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
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)
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
- Python Programming
- Python for Data Science
- Data Visualisation in Python
- Python Assignment (Optional)
- 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
The upGrad Advantage
Strong hand-holding with dedicated support to help you master Data Science
Learning Support
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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
Review & Shortlisting of Suitable Candidates
Content
Programme Fee – Indian Residents
INR 2,00,000 (incl. taxes)
Starting at INR 6,319/month
Our Learners Work At
Top companies from all around the world have recruited upGrad alumni
Student Reviews
After just 6 months of starting my AI and ML journey, I have been rewarded with a Data Scientist position in Tech Mahindra with a very hefty package and this is just after going halfway through the program.
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.
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.
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.
What is this programme intended to do?
What can I expect out of this programme?
Is there any certification at the end of the programme?
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.