[OneHack.Us] Edureka.co - Applied Machine Learning With Python 2025
大小
3.59 GB
文件数
101
Info Hash:
9E641B2064B37602D62A647B69AF06DA8DE0479A
收录时间
2026-01-06 21:27:28
更新时间
2026-01-06 21:27:28
文件列表 (101)
01-Introduction_To_Machine_Learning/01-Machine_Learning_Essentials/01-welcome_to_applied_machine_learning_with_python_instructions.html
7.03 KB
01-Introduction_To_Machine_Learning/01-Machine_Learning_Essentials/02-course_introduction.mp4
24.37 MB
01-Introduction_To_Machine_Learning/01-Machine_Learning_Essentials/03-machine_learning_in_industry.mp4
25.94 MB
01-Introduction_To_Machine_Learning/01-Machine_Learning_Essentials/04-how_companies_use_machine_learning.mp4
31.63 MB
01-Introduction_To_Machine_Learning/01-Machine_Learning_Essentials/05-how_companies_are_crafting_the_future_instructions.html
4.6 KB
01-Introduction_To_Machine_Learning/02-Overview_Of_Machine_Learning/01-machine_learning_process.mp4
22.34 MB
01-Introduction_To_Machine_Learning/02-Overview_Of_Machine_Learning/02-steps_in_machine_learning.mp4
23.02 MB
01-Introduction_To_Machine_Learning/02-Overview_Of_Machine_Learning/03-types_of_machine_learning.mp4
37.02 MB
01-Introduction_To_Machine_Learning/02-Overview_Of_Machine_Learning/04-machine_learning_101_instructions.html
280.02 KB
01-Introduction_To_Machine_Learning/03-Regression/01-introduction_to_linear_regression.mp4
32.88 MB
01-Introduction_To_Machine_Learning/03-Regression/02-real_life_examples.mp4
44.56 MB
01-Introduction_To_Machine_Learning/03-Regression/03-calculating_ols.mp4
75.45 MB
01-Introduction_To_Machine_Learning/03-Regression/04-equation_of_ols.mp4
30.86 MB
01-Introduction_To_Machine_Learning/03-Regression/05-assumptions_in_linear_regression.mp4
41.51 MB
01-Introduction_To_Machine_Learning/03-Regression/06-demonstration_setting_up_the_model.mp4
40.62 MB
01-Introduction_To_Machine_Learning/03-Regression/07-calculating_r_square_and_rmse.mp4
51.03 MB
01-Introduction_To_Machine_Learning/03-Regression/08-residual_plot_and_q_q_plot.mp4
17.28 MB
01-Introduction_To_Machine_Learning/03-Regression/09-cooks_distance.mp4
40.38 MB
01-Introduction_To_Machine_Learning/03-Regression/10-real_life_examples_of_logistic_regression.mp4
41.2 MB
01-Introduction_To_Machine_Learning/03-Regression/11-what_is_logistic_regression.mp4
49.63 MB
01-Introduction_To_Machine_Learning/03-Regression/12-cost_function.mp4
27.61 MB
01-Introduction_To_Machine_Learning/03-Regression/13-assumptions_in_logistic_regression.mp4
35.82 MB
01-Introduction_To_Machine_Learning/03-Regression/14-demonstration_of_logistic_regression_transforming_data.mp4
57.32 MB
01-Introduction_To_Machine_Learning/03-Regression/15-demonstration_of_logistic_regression_developing_the_model.mp4
32.73 MB
01-Introduction_To_Machine_Learning/03-Regression/16-regression_and_its_assumptions_instructions.html
4.1 KB
01-Introduction_To_Machine_Learning/03-Regression/17-role_of_regularization_instructions.html
5.71 KB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/01-confusion_matrix.mp4
19.33 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/02-example_for_calculating_confusion_matrix.mp4
58.54 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/03-conditions_for_over_fitting_and_under_fitting.mp4
22.1 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/04-overfitting_and_underfitting.mp4
57.48 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/05-performance_metrics_mse_rmse_mae_mape.mp4
47.02 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/06-r_square_rmsle_and_adjusted_r_square.mp4
33.11 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/07-working_of_r_square.mp4
42.07 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/08-significance_of_r_square.mp4
52.8 MB
01-Introduction_To_Machine_Learning/04-Evaluation_Metrics/09-evaluation_of_all_things_predictive_instructions.html
17.32 KB
01-Introduction_To_Machine_Learning/05-Module_Wrap_Up_And_Assessment/01-summary_for_inception_of_machine_learning.mp4
16 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/00.Support - Onehack.Us.txt
94 B
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/01-classification_in_machine_learning.mp4
31.06 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/02-what_is_decision_tree.mp4
63.62 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/03-decision_tree_entropy_and_information_gain.mp4
53.33 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/04-step_by_step_building_of_decision_tree.mp4
77.84 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/05-pruning_in_decision_tree.mp4
53.45 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/06-demonstration_importing_data.mp4
46.62 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/07-demonstration_building_decision_tree_and_random_forest.mp4
63.65 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/08-demonstration_importance_of_features.mp4
25.33 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/09-demonstration_production_ready_random_forest.mp4
18.78 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/10-demonstration_hyperparameter_tuning.mp4
31.25 MB
02-Machine_Learning_Algorithms/01-Decision_Tree_And_Random_Forest/11-decision_trees_and_random_forests_instructions.html
5.82 KB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/01-what_is_svm.mp4
37.05 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/02-terminologies_in_svm.mp4
86.17 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/03-hinge_loss_function_and_other_parameters.mp4
82.78 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/04-demonstration_of_svm_exploring_the_data.mp4
29.44 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/05-demonstration_of_svm_setting_up_the_svm_classifier.mp4
67.99 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/06-what_is_naive_bayes.mp4
18.8 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/07-working_of_naive_bayes_bayes_theorem.mp4
46.3 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/08-example_of_naive_bayes_algorithm.mp4
74.88 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/09-demonstration_of_naive_bayes_code.mp4
36.34 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/10-working_of_knn.mp4
32.92 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/11-example_of_knn_algorithm.mp4
45.24 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/12-demonstration_of_knn_setting_up_the_model.mp4
50.31 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/13-demonstration_of_knn_transforming_and_scaling_data.mp4
46.9 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/14-demonstration_of_knn_creating_classifier.mp4
28.13 MB
02-Machine_Learning_Algorithms/02-Svm_Knn_And_Naive_Bayes_Algorithms/15-svm_knn_and_naive_bayes_when_to_use_which_algorithm_instructions.html
4.97 KB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/01-dimensionality_reduction.mp4
57.45 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/02-introduction_to_pca.mp4
53.44 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/03-applying_pca.mp4
45.33 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/04-eigen_values_and_eigen_vectors.mp4
59.38 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/05-demonstration_initializing_pca.mp4
25.12 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/06-demonstration_determining_optimal_number_of_components_through_pca.mp4
36.68 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/07-demonstration_implementing_optimal_pca.mp4
45.11 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/08-working_of_lda.mp4
55.51 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/09-demonstration_of_lda.mp4
58.53 MB
02-Machine_Learning_Algorithms/03-Dimensionality_Reduction/10-best_practices_for_dimensionality_reduction_pca_vs_lda_instructions.html
5.52 KB
02-Machine_Learning_Algorithms/04-Module_Wrap_Up_And_Assessment/01-summary_for_machine_learning_algorithms.mp4
16.4 MB
03-Association_Rule_Mining_And_Recommendation_System/01-Association_Rules/01-what_are_association_rules.mp4
45.32 MB
03-Association_Rule_Mining_And_Recommendation_System/01-Association_Rules/02-apriori_algorithm.mp4
34.39 MB
03-Association_Rule_Mining_And_Recommendation_System/01-Association_Rules/03-demonstrating_apriori_algorithm.mp4
87.65 MB
03-Association_Rule_Mining_And_Recommendation_System/01-Association_Rules/04-fp_growth_in_association_rule_instructions.html
5.62 KB
03-Association_Rule_Mining_And_Recommendation_System/02-Recommendation_Engines/01-what_are_recommendation_engine.mp4
34.48 MB
03-Association_Rule_Mining_And_Recommendation_System/02-Recommendation_Engines/02-cbf.mp4
33.58 MB
03-Association_Rule_Mining_And_Recommendation_System/02-Recommendation_Engines/03-demonstration_of_recommendation_engine_preparing_data.mp4
56.71 MB
03-Association_Rule_Mining_And_Recommendation_System/02-Recommendation_Engines/04-demonstration_testing_the_model.mp4
49.46 MB
03-Association_Rule_Mining_And_Recommendation_System/02-Recommendation_Engines/05-how_recommendation_engines_personalize_your_world_instructions.html
4.8 KB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/01-elements_for_reinforcement_learning.mp4
26.98 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/02-demonstration_of_boosting_explaining_the_dataset.mp4
55.03 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/03-demonstration_of_boosting_cleaning_and_transforming_dataset.mp4
56.3 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/04-demonstration_of_boosting_factors_affecting_promotion.mp4
34.52 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/05-demonstration_of_boosting_total_score_and_service_affecting_promotion.mp4
48.38 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/06-demonstration_of_boosting_age_previous_year_rating_influencing_promotion.mp4
31.02 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/07-demonstration_of_boosting_department_influencing_promotion.mp4
49.06 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/08-demonstration_of_boosting_education_affecting_promotion_and_summarization.mp4
49.24 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/09-demonstration_of_boosting_modeling_the_data.mp4
42.37 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/10-demonstration_of_boosting_building_a_model.mp4
73.19 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/11-working_of_k_means_algorithm.mp4
32.98 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/12-demonstration_of_k_means_clustering.mp4
61.1 MB
03-Association_Rule_Mining_And_Recommendation_System/03-Reinforcement_Learning_And_Boosting/13-training_models_to_get_better_with_experience_instructions.html
6.99 KB
03-Association_Rule_Mining_And_Recommendation_System/04-Module_Wrap_Up_And_Assessment/01-summary_for_association_rule_mining_and_recommendation_system.mp4
22.79 MB
04-Course_Wrap_Up_And_Assessment/01-course_summary_applied__with_python.mp4
19.28 MB
04-Course_Wrap_Up_And_Assessment/02-final_project_cab_booking_demand_analysis_instructions.html
4.82 KB
Support - Onehack.Us.txt
94 B