Analytics has become an integral part of businesses in today's world, helping companies to make data-driven decisions and gain a competitive advantage. With the increase in demand for skilled professionals in this field, analytics courses have become popular among students and working professionals. Guwahati, the gateway to Northeast India, has emerged as a hub for education and technology. Several universities and institutes in the city offer analytics courses, catering to the increasing demand for skilled professionals in the region. One such institute that offers analytics courses in Guwahati is the Indian Institute of Technology Guwahati (IITG). The institute offers a two-year full-time MBA program with a specialization in Analytics. The program is designed to equip students with analytical and decision-making skills and prepare them for a career in analytics. The MBA program in Analytics at IIT Guwahati covers a wide range of topics, including statistical analysis, big data analytics, machine learning, and data visualization. The curriculum is updated regularly to keep up with the latest industry trends and practices. Another institute that offers analytics courses in Guwahati is the Assam Don Bosco University. The university offers a two-year full-time MBA program with a specialization in Business Analytics. The program is designed to provide students with hands-on experience in data analysis, using tools such as R, Python, and Tableau. The MBA program in Business Analytics at Assam Don Bosco University covers topics such as data mining, predictive modeling, and statistical analysis. The program also includes a six-month industry internship, which provides students with practical experience in the field of analytics. Apart from these institutes, several other universities and institutes in Guwahati offer analytics courses at various levels, from certificate courses to postgraduate programs. One such institute is AnalytixLabs, which offers a six-month certificate course in Data Science and Business Analytics. The course covers topics such as data analytics, machine learning, and predictive modeling. The institute also offers placement assistance to students, helping them to secure jobs in the field of analytics. Another institute that offers analytics courses in Guwahati is the Indian Institute of Digital Education (IIDE). The institute offers a three-month certificate course in Business Analytics, which covers topics such as data analysis, business intelligence, and data visualization. In conclusion, analytics courses have become an integral part of education in Guwahati. With the increasing demand for skilled professionals in the field of analytics, several institutes in the city are offering analytics courses at various levels. These courses provide students with the skills and knowledge required to excel in the field of analytics and make data-driven decisions that can help businesses grow and succeed.
₹70,000
- Overview of data analysis and its importance in business
- Types of analytics: Descriptive, Predictive, Prescriptive
- Role of data in decision-making processes
- Introduction to common tools: Tableau, PowerBI, Excel
- Ethical considerations in data collection and analysis
- Data sources: Primary and secondary data
- Data collection methods (surveys, web scraping, databases)
- Data cleaning techniques (handling missing values, outliers)
- Data transformation and feature engineering
- Data storage concepts (structured vs. unstructured data)
- Descriptive statistics: Mean, median, mode
- Data visualization basics (histograms, scatter plots)
- Identifying data patterns and trends
- Outlier detection and handling methods
- Correlation and causation analysis
- Inferential statistics and probability theory
- Hypothesis testing (t-tests, chi-square tests, ANOVA)
- Measures of central tendency and variability
- Confidence intervals and margin of error
- Regression analysis: Linear and logistic regression
- Principles of effective data visualization
- Types of charts and their uses (bar, line, pie, heatmaps)
- Designing dashboards for different audiences
- Interactive visualization techniques
- Data storytelling for impactful presentations
- Time series analysis and forecasting methods
- Clustering and segmentation analysis
- Decision trees and classification techniques
- Introduction to machine learning in business analytics
- Model evaluation and selection
- Basics of SQL for data manipulation
- Creating databases and relationships
- Aggregating data with SQL (GROUP BY, JOIN)
- Data modeling for business intelligence (star and snowflake schemas)
- Case study: Building a business model with SQL
- Connecting and preparing data in Tableau
- Creating basic visualizations (charts, maps)
- Advanced Tableau functions (LOD calculations, table calculations)
- Building interactive dashboards and stories
- Publishing and sharing visualizations on Tableau Server/Online
- Introduction to PowerBI workspace and components
- Data import and transformation with Power Query
- Data modeling and relationships in PowerBI
- Creating and customizing visualizations
- Publishing and collaborating on PowerBI Service
- Selecting a real-world dataset for analysis
- Defining business questions and objectives
- Conducting data analysis and visualization
- Presenting findings in a comprehensive dashboard
- Peer review and feedback on project