M.Tech

Hi.

An M.Tech in Data Science and Machine Learning is a postgraduate programme that focuses on:

Data analysis, statistical modeling, and big data handling

Machine learning algorithms, AI, deep learning, and predictive modeling

Programming skills (Python, R, MATLAB), data visualization, and optimization techniques

Often includes projects, research, and internships in AI, ML, and analytics domains.

Eligibility Criteria

Generally, universities require:

Bachelor's degree: B.E/B.Tech in Computer Science, IT, Electronics, Electrical, Statistics, or related fields

Minimum marks: Often 50–60% aggregate

Entrance exams (varies by institution):

GATE (CS/IT/ECE/EE) – commonly required for IITs, NITs

Some private universities may have institutional entrance tests or direct admission based on academic performance

Duration

Typically 2 years (4 semesters)

May include thesis/research project in the final semester

Core Subjects

Machine Learning & Deep Learning

Data Mining & Warehousing

Big Data Analytics

Statistical Modeling & Probability

Natural Language Processing (NLP)

Cloud Computing & AI tools

Optimization & Computational Intelligence

In case you are seeking M.Tech or postgraduate programs in the area of Environment, Social, and Governance (ESG), the specific nomenclature M.Tech in ESG is not common. Nonetheless, numerous Indian Universities provide M.Tech andPG in Green Engineering, Sustainability, Energy management, and Resource Governance, which are direct fits with ESG career.

Some of the good ones that fall in 300 words are as follows:

Best M.Tech / PG ESG Related Colleges in India.
1. UPES, Dehradun / Bengaluru
Institution:AAU C-School of technology.
Dwelling on sustainable technologies, climate technologies, environmental systems, waste management, and corporate sustainability.
Superior ESG, energy and sustainability consultant.

2.New Delhi TERI School of Advanced Studies.

Offers multiple PG programs:

M.Tech in Renewable Energy

M.Sc in Sustainable Environmental Studies.

MA in Sustainable Development.
Famous because of policy, governance, climate studies, and training that focuses on ESG.

3. Jain University, Bangalore

Institute: Tata -Edison Institute of Technology.
Discusses sustainable energy, environmental effect, resource management, and adherence- beneficial in the field of ESG.

4. IITs and NITs (Environmental Engineering / Sustainability Tracks)

Many IITs/NITs offer:

M.Tech environmental engineering.

M.Tech Sustainable Infrastructure.

M.Tech Environment Management.
Good research and technical depth applicable in the ESG roles in industry.

5. Anna University (Chennai)

M.Tech in Environmental Engineering and other related courses in environmental management- good in technical ESG and compliance employment.

6. Amity University

Degrees in Environmental Engineering and Master in sustainability and climate management.

Why these courses are appropriate to ESG careers.

The ESG companies employ sustainability, environmental, social, and compliance, resource management and green technologies professionals.

These courses include climate control, green systems, green energy and sustainability reporting- some of the essential skills in ESG.