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

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File Name

Size

Get Bonus Downloads Here.url

183B

~Get Your Files Here !/Appendix_A._Analyzing_decision-tree_complexity.mp4

20.02MB

~Get Your Files Here !/Appendix_A._Big_O(no)_and_how_to_think_about_runtime_performance.mp4

22.16MB

~Get Your Files Here !/Appendix_A._Complexity_by_example.mp4

34.17MB

~Get Your Files Here !/Appendix_A._General_algorithmic_complexity_for_ML.mp4

18.24MB

~Get Your Files Here !/Appendix_B._Containers_to_deal_with_dependency_hell.mp4

8.68MB

~Get Your Files Here !/Appendix_B._Setting_up_a_development_environment (1).mp4

7.53MB

~Get Your Files Here !/Appendix_B._Setting_up_a_development_environment.mp4

7.12MB

~Get Your Files Here !/Bonus Resources.txt

386B

~Get Your Files Here !/Chapter_1._Summary.mp4

2.05MB

~Get Your Files Here !/Chapter_1._The_core_tenets_of_ML_engineering.mp4

61.81MB

~Get Your Files Here !/Chapter_1._The_goals_of_ML_engineering.mp4

6.48MB

~Get Your Files Here !/Chapter_1._What_is_a_machine_learning_engineer.mp4

24.84MB

~Get Your Files Here !/Chapter_1.__Hello,_World!__and_printing.mp4.jpg

93.29KB

~Get Your Files Here !/Chapter_10._1Naming,_structure,_and_code_architecture.mp4

26.26MB

~Get Your Files Here !/Chapter_10._Blind_to_issues_Eating_exceptions_and_other_bad_practices.mp4

21.27MB

~Get Your Files Here !/Chapter_10._Excessively_nested_logic.mp4

31.57MB

~Get Your Files Here !/Chapter_10._Standards_of_coding_and_creating_maintainable_ML_code.mp4

12.07MB

~Get Your Files Here !/Chapter_10._Summary.mp4

4.88MB

~Get Your Files Here !/Chapter_10._Tuple_unpacking_and_maintainable_alternatives.mp4

14.22MB

~Get Your Files Here !/Chapter_10._Use_of_global_mutable_objects.mp4

21.67MB

~Get Your Files Here !/Chapter_11._Leveraging_AB_testing_for_attribution_calculations.mp4

58.58MB

~Get Your Files Here !/Chapter_11._Model_measurement_and_why_it_s_so_important.mp4

52.83MB

~Get Your Files Here !/Chapter_11._Summary.mp4

1.4MB

~Get Your Files Here !/Chapter_12._Holding_on_to_your_gains_by_watching_for_drift.mp4

67.83MB

~Get Your Files Here !/Chapter_12._Responding_to_drift.mp4

25.89MB

~Get Your Files Here !/Chapter_12._Summary.mp4

1.27MB

~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

~Get Your Files Here !/Chapter_13._ML_development_hubris.mp4

54.84MB

~Get Your Files Here !/Chapter_13._Premature_generalization,_premature_optimization,_and_other_bad_ways_to_show_how_smart_you_are.mp4

50.71MB

~Get Your Files Here !/Chapter_13._Summary.mp4

5MB

~Get Your Files Here !/Chapter_13._Technology-driven_development_vs._solution-driven_development.mp4

12.83MB

~Get Your Files Here !/Chapter_13._Unintentional_obfuscation_Could_you_read_this_if_you_didn_t_write_it.mp4

74.92MB

~Get Your Files Here !/Chapter_14._Avoiding_cargo_cult_ML_behavior.mp4

27.97MB

~Get Your Files Here !/Chapter_14._Keeping_things_as_simple_as_possible.mp4

20.94MB

~Get Your Files Here !/Chapter_14._Monitoring_everything_else_in_the_model_life_cycle.mp4

16.36MB

~Get Your Files Here !/Chapter_14._Monitoring_your_features.mp4

21.64MB

~Get Your Files Here !/Chapter_14._Summary.mp4

6.25MB

~Get Your Files Here !/Chapter_14._Writing_production_code.mp4

72.11MB

~Get Your Files Here !/Chapter_14.__Wireframing_ML_projects.mp4

27.3MB

~Get Your Files Here !/Chapter_15._End_user_vs._internal_use_testing.mp4

29.31MB

~Get Your Files Here !/Chapter_15._Fallbacks_and_cold_starts.mp4

36.2MB

~Get Your Files Here !/Chapter_15._Model_interpretability.mp4

41.72MB

~Get Your Files Here !/Chapter_15._Quality_and_acceptance_testing.mp4

41.04MB

~Get Your Files Here !/Chapter_15._Summary.mp4

4.2MB

~Get Your Files Here !/Chapter_16._Feature_stores.mp4

33.37MB

~Get Your Files Here !/Chapter_16._Prediction_serving_architecture.mp4

79.68MB

~Get Your Files Here !/Chapter_16._Production_infrastructure.mp4

34.73MB

~Get Your Files Here !/Chapter_16._Summary.mp4

2.5MB

~Get Your Files Here !/Chapter_2._Co-opting_principles_of_Agile_software_engineering.mp4

17.5MB

~Get Your Files Here !/Chapter_2._Summary.mp4

3.36MB

~Get Your Files Here !/Chapter_2._The_foundation_of_ML_engineering.mp4

3.94MB

~Get Your Files Here !/Chapter_2._Your_data_science_could_use_some_engineering.mp4

10.83MB

~Get Your Files Here !/Chapter_2.__A_foundation_of_simplicity.mp4

11.55MB

~Get Your Files Here !/Chapter_3._Before_you_model_Planning_and_scoping_a_project.mp4

110.62MB

~Get Your Files Here !/Chapter_3._Summary.mp4

1.31MB

~Get Your Files Here !/Chapter_3.__Experimental_scoping_Setting_expectations_and_boundaries.mp4

80.88MB

~Get Your Files Here !/Chapter_4._Before_you_model_Communication_and_logistics_of_projects.mp4

131.66MB

~Get Your Files Here !/Chapter_4._Don_t_waste_our_time_Meeting_with_cross-functional_teams.mp4

52.7MB

~Get Your Files Here !/Chapter_4._Planning_for_business_rules_chaos.mp4

19.9MB

~Get Your Files Here !/Chapter_4._Setting_limits_on_your_experimentation.mp4

47.48MB

~Get Your Files Here !/Chapter_4._Summary.mp4

4.47MB

~Get Your Files Here !/Chapter_4._Talking_about_results.mp4

16.9MB

~Get Your Files Here !/Chapter_5._Experimentation_in_action_Planning_and_researching_an_ML_project.mp4

73.23MB

~Get Your Files Here !/Chapter_5._Performing_experimental_prep_work.mp4

76.32MB

~Get Your Files Here !/Chapter_5._Summary.mp4

1.73MB

~Get Your Files Here !/Chapter_6._Experimentation_in_action_Testing_and_evaluating_a_project.mp4

130.17MB

~Get Your Files Here !/Chapter_6._Summary.mp4

1.35MB

~Get Your Files Here !/Chapter_6._Whittling_down_the_possibilities.mp4

34.89MB

~Get Your Files Here !/Chapter_7._Choosing_the_right_tech_for_the_platform_and_the_team.mp4

53.63MB

~Get Your Files Here !/Chapter_7._Experimentation_in_action_Moving_from_prototype_to_MVP.mp4

64.26MB

~Get Your Files Here !/Chapter_7._Summary.mp4

1.69MB

~Get Your Files Here !/Chapter_8._Experimentation_in_action_Finalizing_an_MVP_with_MLflow_and_runtime_optimization.mp4

46.1MB

~Get Your Files Here !/Chapter_8._Scalability_and_concurrency.mp4

18.82MB

~Get Your Files Here !/Chapter_8._Summary.mp4

1.64MB

~Get Your Files Here !/Chapter_9._Debugging_walls_of_text.mp4

10.81MB

~Get Your Files Here !/Chapter_9._Designing_modular_ML_code.mp4

15.41MB

~Get Your Files Here !/Chapter_9._Modularity_for_ML_Writing_testable_and_legible_code.mp4

47.85MB

~Get Your Files Here !/Chapter_9._Summary.mp4

2.6MB

~Get Your Files Here !/Chapter_9._Using_test-driven_development_for_ML.mp4

19.69MB

~Get Your Files Here !/Part_1._An_introduction_to_machine_learning_engineering.mp4

4.72MB

~Get Your Files Here !/Part_2._Preparing_for_production_Creating_maintainable_ML.mp4

3.96MB

~Get Your Files Here !/Part_3._Developing_production_machine_learning_code.mp4

2.3MB

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Latest Search: 1.Rise of empire 2.鈴木心春 内 3.022422-001 4.Blows 5.1A69986D

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

Latest Search:

Latest Search: 1.Rise of empire 2.鈴木心春内 3.022422-001 4.Blows 5.1A69986D