[ FreeCourseWeb.com ] Oreilly - Machine Learning Engineering in Action, Video Edition

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Files
  1. Get Bonus Downloads Here.url 183B
  2. ~Get Your Files Here !/Appendix_A._Analyzing_decision-tree_complexity.mp4 20.02MB
  3. ~Get Your Files Here !/Appendix_A._Big_O(no)_and_how_to_think_about_runtime_performance.mp4 22.16MB
  4. ~Get Your Files Here !/Appendix_A._Complexity_by_example.mp4 34.17MB
  5. ~Get Your Files Here !/Appendix_A._General_algorithmic_complexity_for_ML.mp4 18.24MB
  6. ~Get Your Files Here !/Appendix_B._Containers_to_deal_with_dependency_hell.mp4 8.68MB
  7. ~Get Your Files Here !/Appendix_B._Setting_up_a_development_environment (1).mp4 7.53MB
  8. ~Get Your Files Here !/Appendix_B._Setting_up_a_development_environment.mp4 7.12MB
  9. ~Get Your Files Here !/Bonus Resources.txt 386B
  10. ~Get Your Files Here !/Chapter_1._Summary.mp4 2.05MB
  11. ~Get Your Files Here !/Chapter_1._The_core_tenets_of_ML_engineering.mp4 61.81MB
  12. ~Get Your Files Here !/Chapter_1._The_goals_of_ML_engineering.mp4 6.48MB
  13. ~Get Your Files Here !/Chapter_1._What_is_a_machine_learning_engineer.mp4 24.84MB
  14. ~Get Your Files Here !/Chapter_1.__Hello,_World!__and_printing.mp4.jpg 93.29KB
  15. ~Get Your Files Here !/Chapter_10._1Naming,_structure,_and_code_architecture.mp4 26.26MB
  16. ~Get Your Files Here !/Chapter_10._Blind_to_issues_Eating_exceptions_and_other_bad_practices.mp4 21.27MB
  17. ~Get Your Files Here !/Chapter_10._Excessively_nested_logic.mp4 31.57MB
  18. ~Get Your Files Here !/Chapter_10._Standards_of_coding_and_creating_maintainable_ML_code.mp4 12.07MB
  19. ~Get Your Files Here !/Chapter_10._Summary.mp4 4.88MB
  20. ~Get Your Files Here !/Chapter_10._Tuple_unpacking_and_maintainable_alternatives.mp4 14.22MB
  21. ~Get Your Files Here !/Chapter_10._Use_of_global_mutable_objects.mp4 21.67MB
  22. ~Get Your Files Here !/Chapter_11._Leveraging_AB_testing_for_attribution_calculations.mp4 58.58MB
  23. ~Get Your Files Here !/Chapter_11._Model_measurement_and_why_it_s_so_important.mp4 52.83MB
  24. ~Get Your Files Here !/Chapter_11._Summary.mp4 1.40MB
  25. ~Get Your Files Here !/Chapter_12._Holding_on_to_your_gains_by_watching_for_drift.mp4 67.83MB
  26. ~Get Your Files Here !/Chapter_12._Responding_to_drift.mp4 25.89MB
  27. ~Get Your Files Here !/Chapter_12._Summary.mp4 1.27MB
  28. ~Get Your Files Here !/Chapter_13._Do_you_really_want_to_be_the_canary_Alpha_testing_and_the_dangers_of_the_open_source_coal_mine.mp4 19.43MB
  29. ~Get Your Files Here !/Chapter_13._ML_development_hubris.mp4 54.84MB
  30. ~Get Your Files Here !/Chapter_13._Premature_generalization,_premature_optimization,_and_other_bad_ways_to_show_how_smart_you_are.mp4 50.71MB
  31. ~Get Your Files Here !/Chapter_13._Summary.mp4 5.00MB
  32. ~Get Your Files Here !/Chapter_13._Technology-driven_development_vs._solution-driven_development.mp4 12.83MB
  33. ~Get Your Files Here !/Chapter_13._Unintentional_obfuscation_Could_you_read_this_if_you_didn_t_write_it.mp4 74.92MB
  34. ~Get Your Files Here !/Chapter_14._Avoiding_cargo_cult_ML_behavior.mp4 27.97MB
  35. ~Get Your Files Here !/Chapter_14._Keeping_things_as_simple_as_possible.mp4 20.94MB
  36. ~Get Your Files Here !/Chapter_14._Monitoring_everything_else_in_the_model_life_cycle.mp4 16.36MB
  37. ~Get Your Files Here !/Chapter_14._Monitoring_your_features.mp4 21.64MB
  38. ~Get Your Files Here !/Chapter_14._Summary.mp4 6.25MB
  39. ~Get Your Files Here !/Chapter_14._Writing_production_code.mp4 72.11MB
  40. ~Get Your Files Here !/Chapter_14.__Wireframing_ML_projects.mp4 27.30MB
  41. ~Get Your Files Here !/Chapter_15._End_user_vs._internal_use_testing.mp4 29.31MB
  42. ~Get Your Files Here !/Chapter_15._Fallbacks_and_cold_starts.mp4 36.20MB
  43. ~Get Your Files Here !/Chapter_15._Model_interpretability.mp4 41.72MB
  44. ~Get Your Files Here !/Chapter_15._Quality_and_acceptance_testing.mp4 41.04MB
  45. ~Get Your Files Here !/Chapter_15._Summary.mp4 4.20MB
  46. ~Get Your Files Here !/Chapter_16._Feature_stores.mp4 33.37MB
  47. ~Get Your Files Here !/Chapter_16._Prediction_serving_architecture.mp4 79.68MB
  48. ~Get Your Files Here !/Chapter_16._Production_infrastructure.mp4 34.73MB
  49. ~Get Your Files Here !/Chapter_16._Summary.mp4 2.50MB
  50. ~Get Your Files Here !/Chapter_2._Co-opting_principles_of_Agile_software_engineering.mp4 17.50MB
  51. ~Get Your Files Here !/Chapter_2._Summary.mp4 3.36MB
  52. ~Get Your Files Here !/Chapter_2._The_foundation_of_ML_engineering.mp4 3.94MB
  53. ~Get Your Files Here !/Chapter_2._Your_data_science_could_use_some_engineering.mp4 10.83MB
  54. ~Get Your Files Here !/Chapter_2.__A_foundation_of_simplicity.mp4 11.55MB
  55. ~Get Your Files Here !/Chapter_3._Before_you_model_Planning_and_scoping_a_project.mp4 110.62MB
  56. ~Get Your Files Here !/Chapter_3._Summary.mp4 1.31MB
  57. ~Get Your Files Here !/Chapter_3.__Experimental_scoping_Setting_expectations_and_boundaries.mp4 80.88MB
  58. ~Get Your Files Here !/Chapter_4._Before_you_model_Communication_and_logistics_of_projects.mp4 131.66MB
  59. ~Get Your Files Here !/Chapter_4._Don_t_waste_our_time_Meeting_with_cross-functional_teams.mp4 52.70MB
  60. ~Get Your Files Here !/Chapter_4._Planning_for_business_rules_chaos.mp4 19.90MB
  61. ~Get Your Files Here !/Chapter_4._Setting_limits_on_your_experimentation.mp4 47.48MB
  62. ~Get Your Files Here !/Chapter_4._Summary.mp4 4.47MB
  63. ~Get Your Files Here !/Chapter_4._Talking_about_results.mp4 16.90MB
  64. ~Get Your Files Here !/Chapter_5._Experimentation_in_action_Planning_and_researching_an_ML_project.mp4 73.23MB
  65. ~Get Your Files Here !/Chapter_5._Performing_experimental_prep_work.mp4 76.32MB
  66. ~Get Your Files Here !/Chapter_5._Summary.mp4 1.73MB
  67. ~Get Your Files Here !/Chapter_6._Experimentation_in_action_Testing_and_evaluating_a_project.mp4 130.17MB
  68. ~Get Your Files Here !/Chapter_6._Summary.mp4 1.35MB
  69. ~Get Your Files Here !/Chapter_6._Whittling_down_the_possibilities.mp4 34.89MB
  70. ~Get Your Files Here !/Chapter_7._Choosing_the_right_tech_for_the_platform_and_the_team.mp4 53.63MB
  71. ~Get Your Files Here !/Chapter_7._Experimentation_in_action_Moving_from_prototype_to_MVP.mp4 64.26MB
  72. ~Get Your Files Here !/Chapter_7._Summary.mp4 1.69MB
  73. ~Get Your Files Here !/Chapter_8._Experimentation_in_action_Finalizing_an_MVP_with_MLflow_and_runtime_optimization.mp4 46.10MB
  74. ~Get Your Files Here !/Chapter_8._Scalability_and_concurrency.mp4 18.82MB
  75. ~Get Your Files Here !/Chapter_8._Summary.mp4 1.64MB
  76. ~Get Your Files Here !/Chapter_9._Debugging_walls_of_text.mp4 10.81MB
  77. ~Get Your Files Here !/Chapter_9._Designing_modular_ML_code.mp4 15.41MB
  78. ~Get Your Files Here !/Chapter_9._Modularity_for_ML_Writing_testable_and_legible_code.mp4 47.85MB
  79. ~Get Your Files Here !/Chapter_9._Summary.mp4 2.60MB
  80. ~Get Your Files Here !/Chapter_9._Using_test-driven_development_for_ML.mp4 19.69MB
  81. ~Get Your Files Here !/Part_1._An_introduction_to_machine_learning_engineering.mp4 4.72MB
  82. ~Get Your Files Here !/Part_2._Preparing_for_production_Creating_maintainable_ML.mp4 3.96MB
  83. ~Get Your Files Here !/Part_3._Developing_production_machine_learning_code.mp4 2.30MB