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Data Mining | Data Science Dojo

Data Science Dojo

Data Science Dojo

Data Science Dojo is an e-learning company that is redefining the data science, large language models, and generative AI education landscape with a simpler, digestible, and engaging curriculum. We believe that data science & AI are for everyone. So, we invest our time in simplifying and educating attendees on data science and LLM concepts that our attendees can actually apply to generate business value in their respective job functions.. Our channel showcases our commitment to teaching data sc

Course Details

Course Lessons

  1. 1 | Basic Vocabulary Introduction to Data Mining Part 1 02:04:17
  2. 2 | Data Attributes Introduction to Data Mining Part 2.1 02:04:52
  3. 3 | Data Attributes Introduction to Data Mining Part 2.2 02:03:47
  4. 4 | Basic Data Types Introduction to Data Mining Part 3 02:04:29
  5. 5 | Document Data & Transaction Data Introduction to Data Mining Part 4 02:02:46
  6. 6 | Graph and Ordered Data Introduction to Data Mining Part 5 02:04:12
  7. 7 | Data Quality Introduction to Data Mining Part 6 02:02:00
  8. 8 | Data Noise Introduction to Data Mining Part 7 02:04:09
  9. 9 | Missing & Duplicated Data Introduction to Data Mining Part 8 02:03:55
  10. 10 | Data Cleaning Introduction to Data Mining Part 9 02:01:59
  11. 11 | Data Aggregation Introduction to Data Mining Part 10 02:04:07
  12. 12 | Sampling for Data Selection Introduction to Data Mining Part 11 02:04:03
  13. 13 | Types of Sampling Introduction to Data Mining Part 12 02:05:15
  14. 14 | Dimensionality Reduction Introduction to Data Mining Part 13 02:03:51
  15. 15 | Feature Subset Selection Introduction to Data Mining Part 14 02:05:30
  16. 16 | Data Transformation Introduction to Data Mining Part 15 02:03:11
  17. 17 | Similarity & Dissimilarity Introduction to Data Mining Part 16 02:03:43
  18. 18 | Euclidean Distance & Cosine Similarity Introduction to Data Mining Part 17 02:04:51
  19. 19 | Evaluating Correlation Introduction to Data Mining Part 18 02:02:48
  20. 20 | Data Exploration & Visualization Introduction to Data Mining Part 19 02:03:19
  21. 21 | Summary Statistics Introduction to Data Mining Part 20 02:03:17
  22. 22 | Measures of Center & Spread Introduction to Data Mining Part 21 02:03:09
  23. 23 | Histograms & Box Plots Introduction to Data Mining Part 22 02:03:29
  24. 24 | Scatter Plots & Contour Plots Introduction to Data Mining Part 23 02:02:17
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    Y
    Youtube

    29-07-2024
    O
    Osama Faisal

    06-04-2025
    Introduction to Data Mining

    All great learning opportunities are built on a solid foundation. This session is jam-packed with all the background information, technical terminology, and basic knowledge that you will need to hit the ground running on the first day of the bootcamp.