Certificate Data Analysis
About Course
Data Analysis is a multidisciplinary field that involves collecting, processing, and interpreting data to extract meaningful insights, inform decision-making, and solve complex problems. A comprehensive Data Analysis course equips students with the necessary skills to handle data effectively and apply analytical techniques across various domains.
Course Content
Introduction to Data Analysis
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Module 1
10:20
Data Type and Visualisation
Assignment: Introduction to Data analysis,Data type and Visualisation
Descriptive Statistics
Data Cleaning and Preprocessing
Assignment: Descriptive Statistics and Data Cleaning and Preprocessing
Inferential statistics
Stakeholder Analysis and Management
Process Improvement with Gap Analysis
Assignment on Inferential statistics ,Regression Analysis,Stakeholder Analysis and Management
Documenting and Managing Requirements
Business Development and Succession Planning
Planning & Forecasting Operations
Assignment: Documenting and Managing Requirements, Business Development and Succession Planning, and Planning & Forecasting Operations
Business Writing Skills
Data Analysis
Microsoft Excel Tutorial for Beginners
Predictive Modeling
Machine Learning
Text Mining
Data Visualization
Assignment: Business Writing Skills, Data Analysis, and Data Science Tools
Big Data Analytics
Time Series Analysis
Survival Analysis
Business Intelligence
Data Warehousing
Assignment: Big Data Analytics, Time Series Analysis, Survival Analysis, Business Intelligence, and Data Warehousing
ETL (Extract, Transform, Load) 22.1 Introduction to ETL
Data Governance
Data Quality
Assignment: ETL, Data Governance, and Data Quality
Data Security
Data Compliance
Regression Analysis
Assignment
Data analysis Final Exam
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