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Advanced Data Analysis: Business Analytics Certification

GMUSD51
Credits: 2.00
Prerequisites : Advanced Data Analysis: Business Analytics Certification
Course Duration : 30 Hours / 12 Weeks
Start Date : 2024-03-01
End Date : 2024-06-30
Seats Remaining : 60
Domain: BBA

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Aim & Summary

The aim of "Advanced Data Analysis: Business Analytics Certification" for students is to provide comprehensive training in data analysis techniques and tools relevant to business decision-making. This course aims to equip BBA students with the knowledge and skills necessary to collect, analyze, interpret, and visualize data effectively to derive actionable insights and drive strategic business outcomes. The course begins with an introduction to data analysis concepts and techniques. Students will learn how to collect, clean, and preprocess data from various sources, including databases, spreadsheets, and web APIs. They will gain an understanding of data exploration and descriptive statistics to uncover patterns and trends in data. As the course progresses, students will delve into advanced topics in data analysis, such as inferential statistics, hypothesis testing, regression analysis, and time series forecasting. In addition to statistical analysis, the course also covers predictive modeling techniques, such as machine learning algorithms and data mining methods. By the end of the course, students will have developed the knowledge, skills, and confidence to excel in business analytics roles, helping organizations leverage data-driven insights to make informed decisions and drive strategic business outcomes.

Course Content
Week 1 Introduction to Data Analysis and Business Analytics
Week 2 Data Collection Methods
Week 3 Data Cleaning and Preprocessing
Week 4 Descriptive Statistics

QUIZ 1

Week 5 Exploratory Data Analysis (EDA)
Week 6 Inferential Statistics
Week 7 Regression Analysis
Week 8 Classification Algorithms

QUIZ 2

Week 9 Time Series Analysis
Week 10 Clustering Techniques
Week 11 Text Mining and Sentiment Analysis
Week 12 Advanced Topics in Business Analytics

PROJECT REPORT

Course Certification

Certificate will have your name, photograph and the score in the final exam with the breakup. It will have the logos of GMU and company handling the course.
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