{"id":296,"date":"2024-10-16T22:57:22","date_gmt":"2024-10-16T22:57:22","guid":{"rendered":"https:\/\/www.kindsonthegenius.com\/data-science\/?page_id=296"},"modified":"2026-07-03T21:30:49","modified_gmt":"2026-07-03T21:30:49","slug":"data-science-content","status":"publish","type":"page","link":"https:\/\/kindsonthegenius.com\/data-science\/","title":{"rendered":"Data Science & Operations Research Tutorials"},"content":{"rendered":"

<\/p>\n

\n

Operations Research Tutorials<\/h2>\n
    \n
  1. Linear Programming Tutorial With Python Example<\/a><\/li>\n
  2. The Stigler Diet Linear Programming Problem in Python<\/a><\/li>\n
  3. Integer Optimization – Mixed Integer Program(MIP) with Python<\/a><\/li>\n
  4. An MIP Problem with Python with Constraints Define with Arrays<\/a><\/li>\n
  5. Solving Constraints Optimization Problem with Python<\/a><\/li>\n
  6. Solving an Optimization Problem with Python – Step by Step<\/a><\/li>\n
  7. Solving Cryparithetic Puzzle in Python<\/a><\/li>\n
  8. Understanding the N-Queens Problem (with Backtracking)<\/a><\/li>\n
  9. Introduction to Vehicle Routing with Python<\/a><\/li>\n
  10. Solving the Travelling Salesman Problem (TSP) with Python<\/a><\/li>\n<\/ol>\n<\/div>\n

    <\/p>\n

    \n

    Data Science Class Series<\/h2>\n
      \n
    1. Class 1 – Practical Data Science Class For Data Science Beginners<\/a><\/li>\n
    2. Class 3 – Introduction to Data Preprocessing and Data Cleaning – Part 1<\/a><\/li>\n
    3. Class 4 – Introduction to Data Preprocessing and Data Cleaning – Part 2<\/a><\/li>\n
    4. Class 5 – Introduction to Practical Feature Selection with Python<\/a><\/li>\n
    5. Class 2 – A Class on Data Visualization with Python – A Data Science Primer<\/a><\/li>\n
    6. Class 6 – Introduction to Classification<\/a><\/li>\n
    7. Data Science Class 7 – Logistic Regression<\/a><\/li>\n<\/ol>\n<\/div>\n

      <\/p>\n

      \n

      Want live data science classes?<\/strong> Join Alkademy<\/a> for instructor-led data science and Python courses with hands-on projects.<\/p>\n<\/div>\n

      Free tutorials in operations research<\/strong> and data science<\/strong> with runnable Python code. Pick a learning path below.<\/p>\n

      Data Science<\/a>Databases<\/a>Python<\/a><\/div>\n

      SQLAlchemy Tutorial 1 – Connect Python to MySQL, PostgreSQL, SQLite and MS SQL<\/a><\/h4>\n
      In this tutorial, you will learn how to connect Python code to various SQL database servers including: SQLite, PostgreSQL,\u00a0MS SQL,\u00a0MySQL ...
      Read More<\/a><\/div><\/div><\/div>\n
      Data Science<\/a>Python<\/a><\/div>\n

      Data Science Class 7 – Logistic Regression<\/a><\/h4>\n
      Updated July 3, 2026: Reviewed for accuracy and refreshed metadata. In this class, we would build a logistic regression model ...
      Read More<\/a><\/div><\/div><\/div>\n
      Uncategorized<\/a><\/div>\n

      Class 6 – Introduction to Classification<\/a><\/h4>\n
      Updated July 3, 2026: Reviewed for accuracy and refreshed metadata. This would be class 6 of our complete data science ...
      Read More<\/a><\/div><\/div><\/div>\n
      Data Science<\/a>Python<\/a><\/div>\n

      Class 5 – Introduction to Practical Feature Selection with Python<\/a><\/h4>\n
      In this class, we would cover Feature Selection. This class follows from Class 3 and Class 4 which discussed Data ...
      Read More<\/a><\/div><\/div><\/div>\n
      Data Science<\/a>Python<\/a><\/div>\n

      Class 4 – Introduction to Data Preprocessing and Data Cleaning – Part 2<\/a><\/h4>\n
      This would be Class 4 of\u00a0 of our Data Science Series and in this class we would complete the remaining ...
      Read More<\/a><\/div><\/div><\/div>\n
      Data Science<\/a>Python<\/a><\/div>\n

      Class 3 – Introduction to Data Preprocessing and Data Cleaning – Part 1<\/a><\/h4>\n
      Updated July 3, 2026: Reviewed for accuracy and refreshed metadata. This is Class three of our practical Science Course for ...
      Read More<\/a><\/div><\/div><\/div>\n
      Data Science<\/a>Python<\/a><\/div>\n

      Class 2 – A Class on Data Visualization with Python – A Data Science Primer<\/a><\/h4>\n
      In this class we would cover Data Visualization with Python. This class follows from Part 1: Your First Data Science ...
      Read More<\/a><\/div><\/div><\/div>\n
      Data Science<\/a>Python<\/a><\/div>\n

      Class 1 – Practical Data Science Class For Data Science Beginners<\/a><\/h4>\n
      Updated July 3, 2026: Reviewed for accuracy and refreshed metadata. This would be your first class as a beginner Data ...
      Read More<\/a><\/div><\/div><\/div>\n
      Python<\/a><\/div>\n

      Working With Data, Json, Pandas DataFrame with Python – Useful Tips<\/a><\/h4>\n
      In this tutorial, we would cover how to do the following Import JSON Data to Python Building a Pandas Dataframe ...
      Read More<\/a><\/div><\/div><\/div>\n
      Vehicle Routing<\/a><\/div>\n

      Solving the Travelling Salesman Problem (TSP) with Python<\/a><\/h4>\n
      Updated July 3, 2026: Reviewed for accuracy and refreshed metadata. In this tutorial, we would see how to solve the ...
      Read More<\/a><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t