Assignments Archive - Canadian Musician Royalty Collection Initiative https://cmrci.ca/lesson/ Helping Canadian Musicians Collect All Their Royalties Tue, 18 Aug 2026 03:16:49 +0000 en-US hourly 1 https://wordpress.org/?v=7.0.4 https://cmrci.ca/wp-content/uploads/2024/10/CMRCI-2.2-Round-Logo-White-150x150.png Assignments Archive - Canadian Musician Royalty Collection Initiative https://cmrci.ca/lesson/ 32 32 Predictive Analytics Mini Project https://cmrci.ca/lesson/predictive-analytics-mini-project-2/?utm_source=rss&utm_medium=rss&utm_campaign=predictive-analytics-mini-project-2 Tue, 18 Aug 2026 03:16:49 +0000 https://cmrci.ca/lesson/predictive-analytics-mini-project-2/ Using a provided dataset, complete a full machine learning project. Tasks Choose an appropriate machine learning model for the dataset. Split data into training and testing sets. Train the model using Scikit-Learn. Evaluate performance using appropriate metrics. Present findings and recommendations in a written summary. Submission Jupyter Notebook PDF Report Model Evaluation Summary (accuracy, RMSE, […]

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]]> Using a provided dataset, complete a full machine learning project.

Tasks

  1. Choose an appropriate machine learning model for the dataset.
  2. Split data into training and testing sets.
  3. Train the model using Scikit-Learn.
  4. Evaluate performance using appropriate metrics.
  5. Present findings and recommendations in a written summary.

Submission

  • Jupyter Notebook
  • PDF Report
  • Model Evaluation Summary (accuracy, RMSE, or F1 score as appropriate)

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]]> Sales Dashboard Project https://cmrci.ca/lesson/sales-dashboard-project-2/?utm_source=rss&utm_medium=rss&utm_campaign=sales-dashboard-project-2 Tue, 18 Aug 2026 03:16:46 +0000 https://cmrci.ca/lesson/sales-dashboard-project-2/ Analyze a retail sales dataset and create visualizations that communicate key business insights. Tasks Create one bar chart showing category performance Create one line chart showing sales over time Create one histogram showing value distribution Provide written insights explaining: Sales trends Top-performing categories Seasonal patterns Submission Jupyter Notebook PDF Export Charts as PNG files

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]]> Analyze a retail sales dataset and create visualizations that communicate key business insights.

Tasks

  • Create one bar chart showing category performance
  • Create one line chart showing sales over time
  • Create one histogram showing value distribution

Provide written insights explaining:

  • Sales trends
  • Top-performing categories
  • Seasonal patterns

Submission

  • Jupyter Notebook
  • PDF Export
  • Charts as PNG files

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]]> Student Dataset Analysis https://cmrci.ca/lesson/student-dataset-analysis-2/?utm_source=rss&utm_medium=rss&utm_campaign=student-dataset-analysis-2 Tue, 18 Aug 2026 03:16:42 +0000 https://cmrci.ca/lesson/student-dataset-analysis-2/ You have been provided a CSV file containing student exam scores. Tasks Load the dataset using Pandas. Display the first 10 rows. Calculate average scores. Identify the highest-performing student. Write a short summary of your findings. Submission Python Notebook (.ipynb) PDF Report

The post Student Dataset Analysis appeared first on Canadian Musician Royalty Collection Initiative.

]]> You have been provided a CSV file containing student exam scores.

Tasks

  1. Load the dataset using Pandas.
  2. Display the first 10 rows.
  3. Calculate average scores.
  4. Identify the highest-performing student.
  5. Write a short summary of your findings.

Submission

  • Python Notebook (.ipynb)
  • PDF Report

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]]> Analyze a Public Dataset https://cmrci.ca/lesson/analyze-a-public-dataset/?utm_source=rss&utm_medium=rss&utm_campaign=analyze-a-public-dataset Sat, 11 Jul 2026 23:59:00 +0000 http://tutor-lms-demo.com/courses/python-for-data-science/assignments/analyze-a-public-dataset/ Download the Titanic or Iris dataset from a public source. Clean the data (handle missing values and data types), then create 3 visualizations: a bar chart, a histogram, and a scatter plot. Write a short 200-word summary of your key findings. Submit your Jupyter Notebook (.ipynb) file.

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]]> Download the Titanic or Iris dataset from a public source. Clean the data (handle missing values and data types), then create 3 visualizations: a bar chart, a histogram, and a scatter plot. Write a short 200-word summary of your key findings. Submit your Jupyter Notebook (.ipynb) file.

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]]> Student Dataset Analysis https://cmrci.ca/lesson/student-dataset-analysis/?utm_source=rss&utm_medium=rss&utm_campaign=student-dataset-analysis Mon, 22 Jun 2026 06:37:42 +0000 http://tutor-lms-demo.com/courses/data-science-foundations/assignments/student-dataset-analysis/ You have been provided a CSV file containing student exam scores. Tasks Load the dataset using Pandas. Display the first 10 rows. Calculate average scores. Identify the highest-performing student. Write a short summary of your findings. Submission Python Notebook (.ipynb) PDF Report

The post Student Dataset Analysis appeared first on Canadian Musician Royalty Collection Initiative.

]]> You have been provided a CSV file containing student exam scores.

Tasks

  1. Load the dataset using Pandas.
  2. Display the first 10 rows.
  3. Calculate average scores.
  4. Identify the highest-performing student.
  5. Write a short summary of your findings.

Submission

  • Python Notebook (.ipynb)
  • PDF Report

The post Student Dataset Analysis appeared first on Canadian Musician Royalty Collection Initiative.

]]> Sales Dashboard Project https://cmrci.ca/lesson/sales-dashboard-project/?utm_source=rss&utm_medium=rss&utm_campaign=sales-dashboard-project Mon, 22 Jun 2026 06:37:42 +0000 http://tutor-lms-demo.com/courses/data-science-foundations/assignments/sales-dashboard-project/ Analyze a retail sales dataset and create visualizations that communicate key business insights. Tasks Create one bar chart showing category performance Create one line chart showing sales over time Create one histogram showing value distribution Provide written insights explaining: Sales trends Top-performing categories Seasonal patterns Submission Jupyter Notebook PDF Export Charts as PNG files

The post Sales Dashboard Project appeared first on Canadian Musician Royalty Collection Initiative.

]]> Analyze a retail sales dataset and create visualizations that communicate key business insights.

Tasks

  • Create one bar chart showing category performance
  • Create one line chart showing sales over time
  • Create one histogram showing value distribution

Provide written insights explaining:

  • Sales trends
  • Top-performing categories
  • Seasonal patterns

Submission

  • Jupyter Notebook
  • PDF Export
  • Charts as PNG files

The post Sales Dashboard Project appeared first on Canadian Musician Royalty Collection Initiative.

]]> Predictive Analytics Mini Project https://cmrci.ca/lesson/predictive-analytics-mini-project/?utm_source=rss&utm_medium=rss&utm_campaign=predictive-analytics-mini-project Mon, 22 Jun 2026 06:37:42 +0000 http://tutor-lms-demo.com/courses/data-science-foundations/assignments/predictive-analytics-mini-project/ Using a provided dataset, complete a full machine learning project. Tasks Choose an appropriate machine learning model for the dataset. Split data into training and testing sets. Train the model using Scikit-Learn. Evaluate performance using appropriate metrics. Present findings and recommendations in a written summary. Submission Jupyter Notebook PDF Report Model Evaluation Summary (accuracy, RMSE, […]

The post Predictive Analytics Mini Project appeared first on Canadian Musician Royalty Collection Initiative.

]]> Using a provided dataset, complete a full machine learning project.

Tasks

  1. Choose an appropriate machine learning model for the dataset.
  2. Split data into training and testing sets.
  3. Train the model using Scikit-Learn.
  4. Evaluate performance using appropriate metrics.
  5. Present findings and recommendations in a written summary.

Submission

  • Jupyter Notebook
  • PDF Report
  • Model Evaluation Summary (accuracy, RMSE, or F1 score as appropriate)

The post Predictive Analytics Mini Project appeared first on Canadian Musician Royalty Collection Initiative.

]]> Build Your First Portfolio Page https://cmrci.ca/lesson/build-your-first-portfolio-page-2/?utm_source=rss&utm_medium=rss&utm_campaign=build-your-first-portfolio-page-2 Thu, 18 Jun 2026 23:59:00 +0000 http://tutor-lms-demo.com/courses/the-complete-web-development-bootcamp-2/assignments/build-your-first-portfolio-page-2/ Create a personal portfolio page using HTML & CSS. It must include at least 3 sections: About Me, Projects, and Contact. Use at least one Google Font, apply a color scheme using CSS variables, and make sure the layout uses Flexbox. Submit your HTML and CSS files as a ZIP.

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]]> Create a personal portfolio page using HTML & CSS. It must include at least 3 sections: About Me, Projects, and Contact. Use at least one Google Font, apply a color scheme using CSS variables, and make sure the layout uses Flexbox. Submit your HTML and CSS files as a ZIP.

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