Course Review – Post Graduate Certificate in Data Science and Machine Learning by IIT-Roorkee

This IIT Roorkee data science course programme is built to connect the dots between basic mathematical knowledge and professional mathematics implemented in Data Science concepts. The curriculum includes five parts which are strategized to strengthen fundamental tools efficiently to mould technical thinking in such a manner that would enable each understudy to apply the information provided and solve diverse challenges that pose an obstacle in the Machine Learning field. It allows individuals to gain knowledge at their comfort level and obtain insights from expert faculty. Read this IIT Roorkee data science course review to get a detailed glimpse of the Post Graduate Certificate in Data Science and Machine Learning.

Highlights

Key Features

The Post Graduate Certificate in Data Science and Machine Learning focuses on creating a learning roadmap in the domain of Data Science and Machine learning, starting by building a basic foundation for managing data using Python. This programme assumes no prior understanding of coding in Python or R and begins with basic principles. The idea is to create a programme that is suitable for beginners as well as mid-level professionals looking for a career transition. The post graduate certificate in data science & machine learning offered by IIT Roorkee covers an industry-relevant case study as well, which provides a good hands-on learning experience to the participants along with doubt-solving sessions for easy and effective learning.

Content Coverage: The programme covers a vast curriculum that polishes one’s skills in exploratory data analysis, data visualization, machine learning, python, and data science.

Mode of Learning: The programme is completely online with live sessions and applied industry projects.

Target Audience: The programme is constructed for beginners who are looking to strengthen their fundamentals in the concepts of Data Science.

Learning support: The course offers doubt-clearing sessions and feedback from the faculty of IIT Roorkee at any time of the candidate’s convenience.

Price Aid: The programme offers flexible payment options while enrolling.

College Pedigree: IIT-R is one of the most prestigious colleges of learning in India securing #6 in overall NIRF rankings in 2021. The college has a strong alumni network and college pedigree which adds great value to one's resume and career path.

What Makes the Course Unique?

The course takes a ground-up learning approach toward ML and Data Science. The basics of R and Python are covered before deep diving into any advanced concepts. This makes learning easy and more comfortable for people who do not have a background in coding languages or come from non-IT backgrounds such as Commerce or Mathematics. The case study is highly comprehensive and has better coverage than most courses across its category which helps in applied learning and understanding the actual challenges while solving industry use cases.

Also read:

• Free Data Science And Machine Learning Courses
• Data Science And Machine Learning Certification Courses

Course Offering

The following points cover the major offerings by the certification.

• Comprehensive information from Linear Algebra including concepts like orthogonality and projection.

• Technical know-how associated with probability theory and statistics.

• Code development using Python and application of key Python packages.

• Capstone projects from Kaggle to provide exposure to real-world challenges.

Key Discussion Points

Value Addition: certification from a prestigious institution, networking opportunities with expert faculty, and focus on the basics of data science.

Points to debate: The programme does not provide any means of financial aid. However, it does lay out a variety of workable payment options. The programme does not provide any platform for peer learning or discussion, and no job aid or career support after the course is done.

Also Read: Popular Providers Offering Data Science & Machine Learning Certification Courses

Career Options

Data Analyst: As the amount of data that we manage exponentially rises, the demand for a person to manage this data rises as well. A Data analyst sits right at the centre of this demand. He/She is responsible for managing end-to-end data pipelines, running appropriate algorithms, building solutions, and assisting an organization in data-driven decision-making.

Data Consultant: A data consultant is required to guide an organization to set up the entire data strategy. Essential questions such as storing data, data security, management, storage, and use of data all rest on the shoulders of a data consultant. The entire data pipeline should be scalable and flexible enough to be ready for the absorption of multiple resources for problem-solving. It is a Data consultant who would guide an organization towards such an architecture, where problems such as change management and scalability are answered effectively.