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B.Tech CSE (AI & Machine Learning)

Transforming Data into Intelligence and Action

Degree Duration4 Years (8 Semesters)
Total Intake60 Seats
Degree LevelUndergraduate (B.Tech Spec.)
Affiliating UniversityMDU Rohtak (State Govt.)

Program Overview

The B.Tech in CSE (AI & Machine Learning) program at Rattan Institute of Management & Technology (RIMT) empowers students with specialized expertise in predictive algorithms, deep learning architectures, and big data intelligence. Through project-driven learning, graduates become industry-ready machine learning engineers and data scientists.

The curriculum incorporates mathematical foundations of linear algebra, multivariate calculus, and statistical hypothesis testing alongside cutting-edge deep learning frameworks like PyTorch and distributed Big Data architectures with Apache Spark.

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Predictive Analytics & ModelingLinear, logistic regression, gradient boosting, and XGBoost.
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PyTorch & TensorFlowDeep learning architectures, CNNs, RNNs, and LSTM time-series.
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Big Data Hadoop & SparkDistributed clusters, PySpark, data lakes, and streaming pipelines.
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MLOps & Cloud DeploymentContainerized ML pipelines, MLflow, FastAPI, and Kubernetes.
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Data Visualization & BISeaborn, Matplotlib, PowerBI, and business analytics storytelling.
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Data Science Career PathwaysHigh demand roles in AI consulting, fintech, and product tech.

Workshops & Practical Exposure

Applied learning modules in advanced machine learning and data engineering:

  • 📊 Advanced Machine Learning & Predictive Modeling
  • 🧠 Deep Learning with TensorFlow & PyTorch
  • ⚡ Big Data Analytics, Hadoop & Spark Fundamentals
  • 🚀 End-to-End ML Model Deployment & Cloud Integration
  • 🔬 Applied Kaggle Competitions & Hackathon Coaching
  • 📈 Real-Time Feature Stores & Database Pipelines

Eligibility & Admission Process

Admission requirements for B.Tech in CSE (AI & Machine Learning):

Academic Requirement: 10+2 with Physics, Mathematics, and Chemistry (PCM) from a recognized board.
Minimum Qualifying Marks: At least 45% marks in aggregate (40% for candidates belonging to SC/ST categories).
Entrance Exam: JEE Main score or Institute Merit Counseling.
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Degree Fast Facts

Course LevelUndergraduate (UG)
Duration4 Years (8 Semesters)
Intake Seats60 Seats
SpecializationAI & Machine Learning
AffiliationMDU Rohtak
ApprovalAICTE, New Delhi
Study ModeFull Time Regular

Admissions 2026–27 Open

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