Course Review - Certificate Program in Machine Learning by IIT Roorkee via TPL

Designed for working professionals, the program takes a pragmatic approach towards solving use cases using advanced machine learning and statistical analysis. The course comprises 68 hours of live learning webinars and 26 hours of capstone project work which are focused on industry problems. Machine Learning and statistics form an essential part of this certification course. The certificate is backed by a strong college pedigree along with a comprehensive value added to one’s resume. The programme is inclined towards mathematical and statistical analysis, with an aim to set up the core learning methodologies and problem solving using ML algorithms.

Highlights

Differentiated Value

The Certified Program in Machine Learning course offers deep insights into the domain of Machine learning and statistics. The carefully curated course offers a thorough course coverage and a realistic overview of problem solving. The programme helps to solve complicated real-world challenges and make data driven conclusions. The program offers live online teaching by experienced IIT Roorkee faculty and industry experts who have carefully designed the course to take a more focused approach towards implementing Machine Learning algorithms. The course has a good mix of live (online) and offline content coverage, covering 68 hours of live sessions through weekend classes.

Content coverage: The programme takes a pragmatic approach with comprehensive exposures to all major ML algorithms. Applicants get access to hours of learning + 26 hours of capstone case studies and doubt solving sessions.

Mode of Learning: The programme is completely online which includes 68+ hours of live webinars.

Target Audience: The programme is targeted towards working professionals with a minimum of two years of learning experience. The course expects participants to have a basic background in python programming and data handling skills.

Learning support: The sessions will be delivered from IIT Roorkee studio on BCCL technology platform. The live webinars offer a strong platform for doubt solving in parallel with regular learning and implementation.

Price Aid: The program does not offer scholarships. However, 0 interest EMI might be offered through external third parties.

College pedigree: The course is supported by a strong college pedigree. IIT Roorkee is among the top learning institutions in the country, which adds great value to one's resume.

Major differentiator from peers

The curriculum aims to provide a comprehensive knowledge of implementing multiple algorithms in the Machine Leaning realm. The type of data and the domain under consideration along with the data type are paid special attention while explaining how these algorithms are used while tackling multiple use cases. The programme is targeted towards intermediate to expert level participants who have a basic understanding of python and data handling. This indicates that the programme is targeting participants who are already in the domain and wish to learn what more the ML domain has to offer. The idea is to offer a more pragmatic approach to the implementation of multiple algorithms and highlight the challenges which incur while implementing them.

Course offering

The following points cover the major offerings by the certification.

• Upon successful completion, the members get a certificate directly from IIT Roorkee.

• 68 hours of live online learning + 26 hours of capstone project work. The projects are aimed to be industry relevant and offer insights on big data management.

• Weekend-based interactive classes, with live doubt solving sessions and deep dives on focused topics.

• Students will have access to a Learning Management System for referring to the learning content. The live sessions are led by top IIT experts and Industry experts.

What stood out

Positives: 68+ hours of live learning, targeted learning approach, Industry oriented case studies, a certificate from IIT Roorkee.

Scope for improvisation: Lack of discussion boards and peer learning avenues. No scholarships or financial aid for students. No alumni status is offered by IIT Roorkee. However, one must keep in mind that this is just a six-month course and most short courses do not offer an alumni status.

Career Options

Data Scientist: An individual who is a data scientist is expected to use his or her expertise in various fields such as technology especially data science to find business opportunities and solutions at various levels.

Data Analyst: A data analyst is a professional who is expected to analyse and use raw data to come up with information-based solutions for particular problems in an organisation. The collection and correlation of various data points help organisations to make smart business decisions.

Also read: Popular Machine Learning certification programmes