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

    29-07-2024
    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.