Overview
Using Data to Increase Sales, Optimize Operations, and Enhance Product Development
Syllabus
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- Course Overview and Objectives
-- Introduction to Data Literacy
-- Importance of Data in Decision Making
-- Course Goals and Learning Outcomes
- Understanding Data
-- Types of Data: Qualitative vs Quantitative
-- Structured vs Unstructured Data
-- Basics of Data Collection Methods
- Data Management and Storage
-- Introduction to Databases and Spreadsheets
-- Understanding Data Storage Systems
-- Basics of Data Privacy and Security
- Data Cleaning and Preparation
-- Importance of Data Quality
-- Common Data Cleaning Techniques
-- Handling Missing or Incomplete Data
- Data Analysis Fundamentals
-- Descriptive Statistics
-- Introduction to Data Visualization
-- Basic Tools for Data Analysis (Excel, Google Sheets)
- Interpreting and Presenting Data
-- Understanding Trends and Patterns
-- Creating Effective Data Visualizations
-- Communicating Insights and Findings
- Making Data-Driven Decisions
-- Introduction to Data-Driven Decision Making
-- Case Studies: Using Data to Drive Business Strategy
-- Ethical Considerations in Data Usage
- Introduction to Advanced Topics
-- Introduction to Big Data and Analytics
-- Overview of Machine Learning and AI
-- Opportunities for Further Learning in Data Science
- Course Review and Project
-- Recap of Key Concepts and Skills
-- Final Project: Applying Data Literacy Concepts to a Real-World Scenario
-- Course Evaluation and Feedback
Taught by
Tags
On-Demand
