Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom, Campus Based/Physical Classroom | Video and Text Based |
Course Overview
This course on Big data and data science is being conducted by IMT Ghaziabad. It will grant you post graduate Executive certification. In a country like India which, according to a recently done study by the c platform and the Analytics Magazine India, has become the world’s 2nd largest hub in the job field of analytics, a degree in Data Science and Big Data can improve your career prospects. Learning the trends and best practices along with the new-age tools like PYTHON, HADOOP and SAS can give you that required push for better advancements in the field of data science.
Analytics and data science are emerging fields where the job market has almost doubled just in a year from 2018 - 2019. This is sharply in contrast to what the increase in the percentage of analytics jobs was in the years 2015 - 2017. Almost a 76% increase was seen from the year 2018 making it one of the in-demand fields for professionals. A predictive number of 50000 jobs are said to have been available for suitable candidates by some reports, however, a certain number cannot be ascertained. Huge top-tier companies such as Capgemini, IBM, Amazon, Goldman Sachs and many others have some of the highest numbers of job openings in the country.
The Highlights
- The course duration of 6 months
- Certification provided by IMT Ghaziabad
- MDP Alumni Status will be provided
- Blended learning via Campus visits and Online Sessions
- 100 hours offline and online session
Programme Offerings
- online session
- offline sessions
- assignments
- Case Studies
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IMT Ghaziabad |
The Post Graduate Executive Certificate Programme in Data Science Fees details is given below:
- Indian students applying for this programme should pay Rs. 80000 + GST
- International students need to pay an amount of US Dollars in 2000.
- 18% GST amount is applicable to the programme fee.
Post Graduate Executive Certificate Programme in Data Science Fees details:
Head | Indian Students (without GST) | International Students |
Application Fee | Rs. 500 | |
Programme Fees | Rs. 80000 | US Dollar 2000 |
1st Installment | Rs. 30000 | US Dollar 1000 |
2nd Installment | Rs. 25000 | US Dollar 500 |
3rd Installment | Rs. 25000 | US Dollar 500 |
Eligibility Criteria
Work Experience
Certificate Course On Data Science And Big Data require a minimum working experience of 3 years. Less experience may also be considered for an individual case’s merit.
Education
To pursue the PG Executive certification course on Big Data and Data Science, a candidate must be:
- A Graduate from a recognized college or university for Indian candidates.
- For international candidates, any degree equivalent to a graduate-level degree from a recognized college or university from their country of residence.
Certification Qualifying Details
Candidates will be provided certificates in Data Science and Big Data if and only if they successfully complete the course.
What you will learn
By taking this Certificate course in Big Data and Data Science programme, you will develop an understanding of the following:
- Learning how to make decisions driven by data in the business world.
- Importance of monitoring and managing your venture’s data.
- You can learn how to establish a data lab or an analytics lab for consulting business or working on a company’s data lab development.
- Hands-on experience of learning and practicing industry tools like Hadoop and Python to evaluate and progress your career graph.
- Developing a better understanding of critical analytical thinking and design thinking.
- Develop confidence in running a complete data-driven project without supervision and advance your employability in the job market.
- A better understanding of different job profiles and their roles played in the big data and analytics industry.
Who it is for
Admission Details
Admission can be done by following simple steps to the Post Graduate Executive certificate course on Big Data and Data Science from IMT Ghaziabad.
Step 1: Visit the Course Url and go to ‘Start Your Application’
Step 2: Proceed to verify email and complete your registration.
Step 3: Choosing a payment mode of your choice, pay the application form fees.
Step 4: Next step will be filling up the detailed application form. Make sure not to make errors and recheck before submitting them.
Step 5: The evaluation team of IMT Ghaziabad will consider and evaluate your application form.
Step 7: Selected candidates will receive an email confirmation with an LOI (Letter of intent) from the Institute.
Step 8: On starting the course, pay the first instalment of the course fee upfront and begin the learning.
The Syllabus
- Career in Analytics
- Big Data Engineers
- Data scientist
- Big Data Analytics
- Profiles of systems analyst, data analyst, business analyst, data engineer, data Scientists
- Fundamental of Business Intelligence, Business Analytics, Big Data
- DB2 to Linux to the window – New Path
- Basics of SAP HANA
- Introduction to Data mining & Data warehouse.
- Data Life cycle- Case Study
- Importance of data management
- Database Structures- DBMS, Data Warehouse, Data Lakes,
- Triangles of McKinsey, IBM. Definitions of IDC, Forrester, BCG and NASSCOM
- Refresher MIS
- DIKW Methodology
- Data models – Project management
- Establishing an IT analytics Lab/Big Data Lab
- Overview of Data Warehouses
- Modelling, Data Cubes, OLAP and OLAP Market
- Normalization and Denormalization.
- Overview of Distributed Computing and IT architecture
- Data Mining and Business Analytics Model
- Classification
- Association rule mining ( Using real-life examples)
- Web Mining
- CA, CHAID, CONJOINT models
- Metadata management and ETL tools
- Text Mining
- Clustering
- Data Cleaning methods
- Scripting languages
- Gartner Hyper Cycle Methodology
- Cleaning Tools Market (TIBCO, WINPURE, DRAKE, etc.)
- Big Data Tools( Hadoop, Cassandra, Etc.)
- Cleaning Tools Market (TIBCO, WINPURE, DRAKE, etc.)
- Big Data Tools( Hadoop, Cassandra, Etc.)
- ETL Tool Market ( OWB, SAP, SAS, Etc.)
- What is Big Data, Advantages and its Structure
- International Data Corporation (IDC) on Big Data
- Elements of Big Data; 10 V’s of Big Data
- Vendor Space – Apache and SNIA Servers
- Hive Architecture
- Framing a business question/Problem
- Understand Data and its importance
- Exploratory Analysis
- Big Data Architecture, tools and Implementation
- Apache Hadoop HDFS Infrastructure
- MapReduce and yarn
- Flume, HIVE, Oozie and Zookeeper
- Overview of Big data Concepts (Cloudera, AWS, Twitter Storm, etc.)
- Historical Context: Machine learning,
- Supervised and Unsupervised learning
- Artificial Intelligence: who uses, how they use. companies who are pledging.
- Genetic algorithms. PCA/Random Forest
- Text mining
- Social media analytics. Concepts, SNA Social network analysis.
- Introduction of Neural and fuzzy networks in BIG DATA Analytics
Business challenges, Opportunities and risk in Big Data
Capstone Project with Top Analytics Companies
- Data visualization introduction.
- Tools and vendor markets.
- Heat maps
- Correlation
- Time series
- Mean, Median, Mode, Standard Deviation
- Box Plot
- Scatterplots
- Python’s visualization tools
- Examples
- Pie Chart
- Bar Chart
- Histograms