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Home └Hearthwood Course 2026-05-05
Hearthwood Course 2026-05-05

Hearthwood Course 2026-05-05

python for data science

Target Audience: Home bakers with basic kitchen skills who want professional-quality sourdough

Difficulty: Intermediate

Structure: 5 modules, 20 lessons

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Last Update 2026/05/05
Members 1
  • Data Analysis for Sourdough Baking
    8Lessons ·
    • Collecting Baking Data Using Python
    • Collecting Baking Data Using Python
    • Analyzing Baking Metrics with Pandas
    • Analyzing Baking Metrics with Pandas
    • Visualizing Data with Matplotlib
    • Visualizing Data with Matplotlib
    • Interpreting Data Findings
    • Interpreting Data Findings
  • Automating Baking Processes with Python
    8Lessons ·
    • Scripting for Recipe Adjustments
    • Scripting for Recipe Adjustments
    • Automating Data Collection from Baking Sessions
    • Automating Data Collection from Baking Sessions
    • Creating a Baking Timer Application
    • Creating a Baking Timer Application
    • Integrating Automation into Your Baking Routine
    • Integrating Automation into Your Baking Routine
  • Visualizing Baking Data Effectively
    8Lessons ·
    • Advanced Plotting with Seaborn
    • Advanced Plotting with Seaborn
    • Interactive Visualizations with Plotly
    • Interactive Visualizations with Plotly
    • Interpreting Complex Visualizations
    • Interpreting Complex Visualizations
    • Creating a Data Visualization Report
    • Creating a Data Visualization Report
  • Evaluating Baking Performance with Data
    8Lessons ·
    • Quantitative Analysis of Baking Results
    • Quantitative Analysis of Baking Results
    • Applying Statistical Methods to Baking Data
    • Applying Statistical Methods to Baking Data
    • Making Data-Driven Decisions
    • Making Data-Driven Decisions
    • Creating a Performance Evaluation Report
    • Creating a Performance Evaluation Report
  • Building a Baking Dashboard
    8Lessons ·
    • Designing Your Dashboard Layout
    • Designing Your Dashboard Layout
    • Integrating Visualizations into Your Dashboard
    • Integrating Visualizations into Your Dashboard
    • Deploying Your Baking Dashboard
    • Deploying Your Baking Dashboard
    • Reflecting on Your Learning Journey
    • Reflecting on Your Learning Journey