Big Data Analytics

Big Data Analytics refers to the process of examining, processing, and analyzing large volumes of data, often referred to as

Big data is characterized by its volume, velocity, variety, and complexity, and it typically exceeds the capacity of traditional data processing systems.

Big Data Analytics involves the use of advanced technologies and methodologies to extract valuable insights, patterns, and knowledge from massive datasets.

Salient Features

  • Volume - Refers to the sheer size of the data generated, collected, and processed. Big data often involves datasets that are terabytes, petabytes, or even exabytes in size.
  • Velocity - Describes the speed at which data is generated, collected, and processed. With the advent of real-time data sources, the velocity of data has become crucial for timely analysis.
  • Variety - Represents the diversity of data types and formats. Big data includes structured data (e.g., databases), semi-structured data (e.g., XML, JSON), and unstructured data (e.g., text, images, videos).
  • Complexity - Relates to the complexity of data that may come from various sources, including social media, sensors, logs, and more. Analyzing such diverse and complex data requires sophisticated techniques.
  • Veracity - Refers to the quality and reliability of the data. Big data sources may contain inaccuracies, inconsistencies, or errors, posing challenges for analysis.

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 350+ Companies for Campus Placement.
  • Possibilities of International Exposure.
  • Separate in campus Girls & Boys hostels with Modern Sporting & Gym facilities.

Level & Duration

Level

Certificate

Duration

1 Year

Components

  • Data Collection - Involves gathering data from various sources, including sensors, social media, transactional systems, and more.
  • Data Storage - Big data is often stored in distributed and scalable storage systems, such as Hadoop Distributed File System (HDFS), NoSQL databases, and cloud-based storage solutions.
  • Data Processing - Utilizes distributed computing frameworks like Apache Hadoop and Apache Spark to process large volumes of data in parallel across multiple nodes.
  • Data Analysis - Involves applying various analytical techniques and algorithms to extract meaningful insights, trends, and patterns from the data. This includes statistical analysis, machine learning, and predictive modeling.
  • Data Visualization - Presents the analyzed data in a visual format through charts, graphs, dashboards, and other visualization tools. Visualization aids in understanding complex patterns and trends.
  • Machine Learning and Predictive Analytics - Incorporates machine learning algorithms to make predictions, classifications, and recommendations based on historical and real-time data.
  • Text and Sentiment Analysis - Analyzes unstructured text data, such as social media comments or customer reviews, to understand sentiment, opinions, and patterns.
  • Real-time Analytics - Enables the analysis of data as it is generated in real-time, allowing organizations to make immediate decisions and respond to changing conditions promptly.
  • Data Security and Privacy - Ensures that data is stored and processed securely, complying with privacy regulations and protecting sensitive information.

Applications

  • Business Intelligence - Helps organizations gain insights into market trends, customer behavior, and competitive landscapes.
  • Healthcare Analytics - Enables analysis of large healthcare datasets to improve patient care, treatment outcomes, and optimize hospital operations.
  • Financial Analytics - Supports risk management, fraud detection, and investment strategies in the financial sector.
  • Supply Chain Optimization - Analyzes supply chain data to enhance efficiency, reduce costs, and improve logistics.
  • Smart Cities - Utilizes data from various sources to enhance urban planning, traffic management, and public services.
  • Predictive Maintenance - Predicts equipment failures and optimizes maintenance schedules by analyzing data from sensors and machinery.

Big Data Analytics is a critical component in today's data-driven world, offering organizations the potential to gain valuable insights, improve decision-making, and drive innovation. It requires a combination of technology, data management, and analytical expertise to harness the full potential of big data.

Placements

Enjoy Everyday while Ensuring Great Career

Global Learning & Study Abroad Pathways

International Opportunities for Global Career Readiness

DBS Global University provides students with a wide range of opportunities to gain international exposure and enrich their academic journey through global learning experiences that combine international academics, industry exposure, and cross-cultural engagement. Through a strong network of 50+ academic partnerships across 20+ countries, the University offers multiple international pathways including Global Immersion Programs, Month Mobility Programs, Semester Abroad Programs with Credit Transfer, Articulation and Transfer Programs, Dual Degree Programs, and Global Progression Pathways. In addition to these mobility opportunities, students also benefit from international guest lectures, global masterclasses, academic bootcamps, and international events, delivered in collaboration with partner universities and global industry experts.

Image 1
Image 2
Image 3
Image 4
Image 5
Image 6
Image 7
Image 8
Image 9
Image 10
Image 11
Image 12
Image 13
Image 14
Image 15
Image 16
Image 17
Image 18
Image 19
Image 20
Image 21
Image 22
Image 23
Image 24
Image 25
Image 26
Image 27
Image 28
Image 29
Image 30
Image 31
Image 32
Image 33
Image 34
Image 35
Image 36
Image 37
Image 38
Image 39
Image 40
Image 41
Image 1
Image 2
Image 3
Image 4
Image 5
Image 6
Image 7
Image 7
Image 7
Image 7
Image 7
Image 7
Image 7
Image 7

Campus News & Updates

LIFE @ DGU

Buzzing Campus Life

Explore More

Top Recruiters

350+ companies recruit from campus every year

ACC Cement
Adani Cement
Asian Paints
Australian and New Zealand bank
Axis Bank
British Petroleum
Dabur
DBS Bank
Deloitte
EY Building
Grant Thronton
Greenlam Industries Limited
Hafele India
HCL Tech
ICICI Bank
Infosys
ITC Limited
Jhonson
Kansai Nerolac
Mother Dairy
Somany Tiles
Tech Mahindra
UltraTech Cement
Unilever
Wipro
Contact Us Downloads Apply Now Photo Gallery Video Gallery