Machine Learning
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
Level & Duration
Level
Certificate
Duration
1 Year
Overview
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
Placements
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Thanks to DGU’s mock interviews, value‑added courses, and hands‑on projects I developed confidence, communication skills and real-world business sense. The practical exposure and industry-aligned learning helped me step into Indigo Paints Limited ready to perform and grow.
From engaging campus activities to hands-on projects, DGU made learning practical and exciting. This experience helped me step into Reliance Retail ready to make an impact.
One thing that really helped me during the placement season was the confidence I gained from the mock sessions. My professors pointed out mistakes I hadn’t even realized I was making and gave me valuable tips that made the process smoother. This foundation prepared me well for my role at Asian Paints Ltd.
The mix of interactive learning, practical projects, and expert guidance shaped my skills effectively. It gave me the confidence to start my professional journey with Tech Mahindra.
Hands-on learning, value-added courses, and supportive faculty prepared me for real-world challenges. These experiences helped me confidently join Hafele India Pvt Ltd and contribute from day one.
DBS Global University’s rigorous learning environment and hands-on experiences challenged me to grow constantly. This preparation gave me the confidence and skills to step into Grant Thornton Bharat LLP with readiness.
DBS Global University’s competitive and dynamic environment pushed me to perform at my best every day. This energy, combined with practical learning and guidance from faculty, helped me secure my role at MyGetWellStore.
DBS Global University’s practical projects and faculty guidance helped me build real-world skills and confidence. This preparation enabled me to step into Prism Johnson ready to contribute effectively.
At DBS Global University, engaging in practical projects and hands-on learning enhanced my skills and confidence, equipping me to step into my role at Phronesis Partners with clear direction and focus.
Through DBS Global University’s hands-on projects and skill-focused sessions, I gained practical experience and strengthened my confidence. These opportunities equipped me to make meaningful contributions at Digital Marveled Private Limited.
DGU helped me grow into someone who can take on challenges with confidence and clarity. My placement at Extramarks Education feels like the right step toward building a meaningful career.
DGU shaped my skills through constant guidance, practical exposure, and a supportive environment. Getting placed at High Beam Global feels like a strong beginning to my professional journey.
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Study Abroad Opportunities for Global Careers
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Through strategic partnerships with institutions across Australia, USA, Europe, Malaysia, Singapore, Dubai, Thailand, Indonesia, Turkey, Hong Kong and Russia, students benefit from internationally benchmarked curricula, industry exposure, multicultural classrooms, and cross-cultural learning. These experiences integrate academics with experiential learning, global networking, and real-world insights—empowering students with a global mindset, enhanced employability, and the skills required for successful international careers.
