Machine Learning

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About the Program

Machine Learning (ML) is a subset of artificial intelligence (AI) that focuses on developing algorithms and statistical models that enable computers to learn and make predictions or decisions based on data, without being explicitly programmed.

ML algorithms learn patterns and relationships from large datasets and use them to make predictions or decisions on new, unseen data.

Advantage @DGU

  • Dehradun - A Safe, Beautiful & Cosmopolitan Education City.
  • Bundle of Industry Integrated Value Added Certificates.
  • Students from 23 States & 5 Countries on campus.
  • Multiple Placements for all.
  • More than 250+ Companies for Campus Placement.
  • Possibilities of International Exposure.
  • Separate in campus Girls & Boys hostels with Modern Sporting & Gym facilities.

Here's an overview of key concepts, types, and applications of machine learning

Training Data

The dataset used to train a machine learning model. It consists of input features and corresponding labels (in supervised learning) or only input features (in unsupervised learning).

Features and Labels

Features are the input variables or attributes used to make predictions, while labels are the target variables that the model aims to predict.

Supervised Learning

In supervised learning, the model learns from labeled data. It is trained on input-output pairs and learns to map inputs to corresponding outputs. Common supervised learning tasks include classification (predicting labels) and regression (predicting continuous values).

Unsupervised Learning

In unsupervised learning, the model learns from unlabeled data. It aims to discover hidden patterns or structures in the data, such as clustering similar data points or dimensionality reduction.

Feature Engineering

The process of selecting, transforming, or creating new features from raw data to improve the performance of machine learning models.

Model Evaluation

Assessing the performance of a machine learning model using evaluation metrics such as

How to Apply

In order to pursue this program, the students can talk to our counceller or use links below for further details:

Student Speak

Dhruv Tripathi

I am delighted to say that the faculties and the staff has helped me to achieve these dreams. Here, I not only had the chance to develop on my technical skills but also on other aspects such as Leadership & Management skills.

Saswati Pattjoshi

⁠I am very thankful to the department faculty and the placement cell that helped me achieve this while guiding me at every stage. My experience with the placement procedure was really great as I got to learn a lot. The placement cell is very well versed about each step.

Satyam Shekhar

⁠It is a great experience being at DBSGU. Our CDC department has helped a lot during the process of placement. They make sure that each student is well prepared for the interview.

Jyoti Nainwal

I am really thankful towards our college and placement cell, for supporting and providing us opportunities to learn interview skills, communication skills and guiding us in placements. The staff was supportive and informed us with enough notice regarding every placement drive.

Clubs & Activities Endless activities to get you relexed & refreshed when you are not studying

Campus Updates

Nov 18 2024

Workshop on "Hands-On Recruitment Portal (Naukri.com)"

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Oct 09 2024

DBS Global University Dehradun Strengthens Global Ties with Six International MOUs in Malaysia

In a significant move to enhance global educational collaboration, DBS Global University Dehradun has signed six...

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Oct 09 2024

DBS Global University is proud to announce its membership with the Confederation of Indian Industry (CII)

DBS Global University is proud to announce its membership with the Confederation of Indian Industry (CII),...

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Placements Enjoy Everyday while
Ensuring Great Career

At DBSGU each student gets the opportunity to appear for more than 250+ companies each year and each student is able to get the optimum placement deserved. The maximum take home salary has been Rs. 20.5 Lakhs & CTC 23.5 Lakhs. Based on the intensity of training and exposure involved in the management program chosen by students at DBSGU, they are offered positions ranging from Mid-level Manager, Functional Expert, Consultant (Entry Level), Entry Level Managerial and Domain Trained positions.

Interested in this program? Talk to counsellor @ +91 7259162060
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