M.Tech. in Data Engineering offered by SRM University Sonepat
4.7 /5- A+ NAAC accredited
- Private University
- Estd. 2013
M.Tech. in Data Engineering at SRM University Sonepat Overview
Duration | 24 months |
Total fee | ₹5.00 Lakh |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Course Level | PG Degree |
M.Tech. in Data Engineering at SRM University Sonepat Highlights
- Earn a M.Tech. degree from SRM University, NAAC A++ Grade
- Additional Specialization in Artificial Intelligence & Machine Learning
- Dedicated Career Services - 1200+ Hiring Partners; 50% Avg. Salary Hike
- Prepare for roles such as Data Engineer, Data Architect, Business Intelligence Engineer and Big Data Engineer
- SRMIST is a globally 4-star rated university by QS and given the Diamond Rating by QS-IGAUGE in India by QS World University Rankings
- SRMIST is ranked 35th in NIRF University Rankings and 3rd amongst Top Engineering Institutes in India by Times Engineering Survey - 2020
M.Tech. in Data Engineering at SRM University Sonepat Course details
- For candidates who want to build a career in Data Engineering
- For candidates who are looking to build a deep expertise in Data Engineering
- For candidates, interested in building real-world Data Engineering skills such as Machine Learning, Deep Learning, Big Data, Python, SQL, TensorFlow and more
- Latest data engineering tools and techniques
- Data engineering frameworks
- Python for Data Science
- Statistical Foundations
- Machine Learning
- Deep Learning
- Big Data Analytics
- Data Visualization
- Program will help professionals become data-proficient and build career critical competencies
- The program enables participants to gain an in-depth understanding of Data Science and Machine Learning techniques and tools that are widely used by companies
- The program also imparts real-world skills to enable learners to become job-ready supplemented with a project-driven learning
- Classes: Weekend classes (Saturdays and Sundays).
M.Tech. in Data Engineering at SRM University Sonepat Curriculum
Python for Data Science
Python Basics
Data Structures & Handling
Functions
Numpy & Pandas
Scipy
Scikit-learn
Data Analysis and Visualization
Data Undersanding
Data Pre-processing
Structuring Analytic Problems
Data Storytelling
Visualization and Dashboard
Tableau
Database Management System
Database Concepts
Data Models and SQL
Sub Queries & Joins
Analytical / Window Functions
Transaction Processing - ACID Properties
Mathematical Foundation
Linear Algebra for Data Science
Vector and Matrices
Functions and Derivatives
Eigen Decomposition - PCA
Singular Value Decomposition
Optimisation and Loss Functions
Machine Learning
Supervised Regression
Exploratory Data Analysis
Linear Regression (LR)
Statistical Significance of LR
Feature Engineering
Regularization Techniques
Model Deployment
Supervised Classification
Logistic Regression
K-Nearest Neighbours
Decision Trees
Ensemble Techniques
Naive Bayes
Model Improvement
Unsupervised Model
Clustering Techniques
K-means Algorithm
Hierarchical Clustering
Dimensionality Reduction
Recommender System
Market Basket Analysis
Time Series Forecasting
Decomposition
Moving Average
Time Series Forecasting
Auto-correlation
ARIMA
SARIMA
Advanced Data Visualization
Structuring Analytic Problems
Analytical Framework
Visualization in Tableau
Interactive Dashboard
Storytelling
LODs
Deep Learning
Neural Networks
Tensorflow and Keras
CNN and Applications
Transfer Learning and Applications
Object Detection
Natural Language Processing
Text Analytics - Basics
Document Summarization and Classification
Web Scraping
Sequential Modelling
Transformers
Big Data Technology
Hadoop
HDFS and Map Reduce
NoSQL and MongoDB
Batch Processing (Hive, HBase)
Real Time Processing (Spark, Kafka)
Open Electives
Operations Research
Industrial Safety
Entrepreneurship and IPR
Business Analysis and Communication
Professional Ethics
M.Tech. Thesis
M.Tech. in Data Engineering at SRM University Sonepat Entry Requirements
- Education: B.E/B.Tech. (or) M.Sc. (or) MCA degree and a minimum of 60% in X, XII and Bachelor's degree
M.Tech. in Data Engineering at SRM University Sonepat Admission Process
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M.Tech. in Data Engineering at SRM University Sonepat Contact Information
39, Rajiv Gandhi Education City, Delhi-NCR
Sonepat ( Haryana)
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