Data Analytics & Visualization Basic (RBDA001)
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Self Reflection 1
- Getting to Know You :-)
- 1. Introduction and Goals
- Handout: Introduction and Goal
- Introduction and Goals
- Short Quiz #1
- 2. Empirical Inquiry, Critical Thinking, and Reaso...
- Handout: Empirical Inquiry, Critical Thinking, and...
- Empirical Inquiry
- Critical Thinking
- Knowledge Check: Critical Thinking
- Inductive and Deductive Reasoning
- Knowledge Check: Inductive and Deductive Reasoning...
- Short Quiz #2
- 3. Analytics Strategy
- Handout: Analytics Strategy
- Analytics Strategy
- Short Quiz #3
- Assignment #1: Framing Data Analytics Problems
- 4. Understanding Data
- Handout: Understanding Data
- Structured and Unstructured Data
- Knowledge Check: Structured and Unstructured Data
- Data Types
- Knowledge Check: Data Types
- Data Quality
- Data Governance
- Short Quiz #4
- Import and Explore Data in Microsoft Excel & Power...
- Datasets
- Assignment #2: Importing and Exploring Data
- 5. Exploratory Data Analysis (EDA)
- Handout: Exploratory Data Analysis
- Descriptive Statistics
- Knowledge Check: Descriptive Statistics
- Data Visualization
- Knowledge Check: Data Visualization
- Short Quiz #5
- Data Visualization with Microsoft Excel
- Data Visualization with Microsoft Power BI
- Assignment #3: Exploratory Data Analysis
- Self Reflection Week 1
- Self Reflection 1
- 6. Data Analytics
- Handout: Data Analytics
- Data Analytics
- Correlation
- Linear Regression
- Short Quiz #6: Data Analytics
- Datasets
- Guide: How to download a csv file from github?
- Assignment #4: Linear Regression with Microsoft Ex...
- 7. Analytical Modelling/Machine Learning (ML)
- Linear Regression with Microsoft Excel
- Logistic Regression with Microsoft Excel
- Introduction to Machine Learning
- Simple Text Analytics: Polarity Scores from Custom...
- Simple Recommender System: Product Recommendation ...
- Self Reflection 2
- Course info
