Data Analytics Bootcamp
  • Syllabus
  • Statistical Thinking
  • SQL
  • Python
  • Tableau
  • Lab
  • Capstone
    • Syllabus
    • Statistical Thinking
      • Statistics
        • Statistics Session 01: Data Layers and Bias in Data
        • Statistics Session 02: Data Types
        • Statistics Session 03: Probabilistic Distributions
        • Statistics Session 04: Probabilistic Distributions
        • Statistics Session 05: Sampling
        • Statistics Session 06: Inferential Statistics
        • Slides
          • Course Intro
          • Descriptive Stats
          • Data Types
          • Continuous Distributions
          • Discrete Distributions
          • Sampling
          • Hypothesis Testing
    • SQL
      • SQL
        • Session 01: Intro to Relational Databases
        • Session 02: Intro to PostgreSQL
        • Session 03: DA with SQL | Data Types & Constraints
        • Session 04: DA with SQL | Filtering
        • Session 05: DA with SQL | Numeric Functions
        • Session 06: DA with SQL | String Functions
        • Session 07: DA with SQL | Date Functions
        • Session 08: DA with SQL | JOINs
        • Session 09: DA with SQL | Advanced SQL
        • Session 10: DA with SQL | Advanced SQL Functions
        • Session 11: DA with SQL | UDFs, Stored Procedures
        • Session 12: DA with SQL | Advanced Aggregations
        • Session 13: DA with SQL | Final Project
        • Slides
          • Intro to Relational Databases
          • Intro to PostgreSQL
          • Basic Queries: DDL DLM
          • Filtering
          • Numeric Functions
          • String Functions
          • Date Functions
          • Normalization and JOINs
          • Temporary Tables
          • Advanced SQL Functions
          • Reporting and Analysis with SQL
          • Advanced Aggregations
    • Python
      • Python
        • Session 01: Programming for Data Analysts
        • Session 02: Python basic Syntax, Data Structures
        • Session 03: Introduction to Pandas
        • Session 04: Advanced Pandas
        • Session 05: Intro to Data Visualization
        • Session 06: Data Visualization
        • Session 07: Working with Dates
        • Session 08: Data Visualization | Plotly
        • Session 09: Customer Segmentation | RFM
        • Slides
          • Data Analyst
    • Tableau
      • Tableau
        • Tableau Session 01: Introduction to Tableau
        • Tableau Session 02: Intermediate Visual Analytics
        • Tableau Session 03: Advanced Analytics
        • Tableau Session 04: Dashboard Design & Performance
        • Slides
          • Data Analyst
          • Data Analyst
          • Data Analyst
          • Data Analyst