Overview
Unlock the power of data to drive informed business decisions with our Data Analytics for Executives Course
Syllabus
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- Introduction to Data Science
-- Definition and scope of data science
-- Importance of data-driven decision-making
-- Overview of course objectives and outcomes
- Fundamentals of Data Analysis
-- Types of data and data sources
-- Data cleaning and preprocessing
-- Descriptive statistics and exploratory data analysis
- Data Visualization Techniques
-- Principles of effective data visualization
-- Common tools and software for visualization
-- Case studies and examples of impactful visualizations
- Introduction to Machine Learning
-- Basic concepts and terminology
-- Overview of machine learning algorithms
-- Applications of machine learning in business
- Big Data Technologies
-- Understanding big data and its challenges
-- Introduction to Hadoop and Spark
-- Cloud computing and data storage solutions
- Implementing Data Science in Business
-- Identifying data-driven opportunities
-- Building a data-driven culture
-- Case studies on successful data science initiatives in businesses
- Ethical Considerations and Data Governance
-- Data privacy and security issues
-- Ethical use of data and AI
-- Regulatory compliance and guidelines
- Making Data-Driven Decisions
-- Translating data insights into strategic actions
-- Communicating results to stakeholders
-- ROI measurement and impact assessment of data initiatives
- Capstone Project
-- Practical application of course concepts
-- Development of a data strategy for a hypothetical business scenario
-- Presentation and feedback session
- Course Conclusion and Future Trends
-- Recap of key learnings
-- Emerging trends in data science
-- Resources for continued learning and development in data analytics and science
Taught by
Tags
On-Demand
