Course Overview:
The Certificate in Data Analytics is designed to provide foundational and advanced skills in analyzing and interpreting complex data sets. The course covers key aspects of data analysis techniques, tools, and technologies, preparing students for roles in data analysis and business intelligence.
Duration:
The duration of the Certificate in Data Analytics typically ranges from 6 to 12 months, depending on whether the course is pursued full-time, part-time, or online.
Syllabus:
The syllabus for the Certificate in Data Analytics is generally structured into modules. Below is a typical semester-wise breakdown for a 6-month course:
Semester 1:
Introduction to Data Analytics
Overview of data analytics and its importance
Data types and sources
Key concepts and terminology in data analytics
Data Collection and Preparation
Techniques for data collection
Data cleaning and preprocessing
Data integration and transformation
Statistical Analysis
Basic statistical concepts and methods
Descriptive statistics and inferential statistics
Hypothesis testing and confidence intervals
Data Visualization
Principles of data visualization
Tools and software for visualization (Tableau, Power BI, etc.)
Creating effective charts, graphs, and dashboards
Semester 2:
Predictive Analytics
Introduction to predictive modeling
Techniques such as regression analysis, decision trees, and clustering
Model evaluation and validation
Big Data Technologies
Overview of big data concepts and technologies
Introduction to Hadoop and Spark
Data storage and management in big data environments
Advanced Analytics Techniques
Machine learning basics and algorithms
Time series analysis and forecasting
Text analytics and natural language processing (NLP)
Practical Applications and Case Studies
Real-world case studies and projects
Application of analytics techniques to solve business problems
Preparing and presenting analytical reports
Average Fees:
The average fees for the Certificate in Data Analytics range from ₹20,000 to ₹50,000, depending on the institution and course format.
Exams to Attend:
Typically, certification includes a final assessment or examination, which may consist of practical assignments, quizzes, and a final project or test.
Top 10 Ranking Institutions for Data Analytics in India:
Indian School of Business (ISB), Hyderabad
Indian Institute of Management (IIM), Bangalore
Indian Institute of Management (IIM), Calcutta
National Institute of Industrial Engineering (NITIE), Mumbai
Xavier Labour Relations Institute (XLRI), Jamshedpur
Indian Institute of Technology (IIT), Delhi
Indian Institute of Technology (IIT), Bombay
Data Science Dojo, Bangalore
Great Learning, Bangalore
Manipal Academy of Higher Education (MAHE), Manipal
Top 10 Institutions in Kerala:
Rajagiri Business School, Kochi
Amrita Vishwa Vidyapeetham, Coimbatore
Kerala University, Thiruvananthapuram
Government Engineering College, Kozhikode
National Institute of Technology (NIT), Calicut
Indian Institute of Management (IIM), Kozhikode
CUSAT (Cochin University of Science and Technology), Kochi
St. Joseph’s College, Irinjalakuda
FISAT (Federal Institute of Science and Technology), Angamaly
Sree Narayana Gurukulam College of Engineering, Kottiyam