TorBT - Torrents and Magnet Links Search Engine
Data Science AI Masters 2026 - From Python To Gen AI
- Date: 2026-11-07
- Size: 22 GB
- Files: 618
File Name
Size
17-Deep_Learning_Project_Solar_Panel_Defect_Classification/482-Resources/Data.zip
305 MB
01-Introduction/1 Welcome_Page_1.srt
6.4 kB
01-Introduction/2 Introduction_to_the_Course.html
4.4 kB
01-Introduction/3 Course_Resources.html
2.3 kB
02-Python_for_Data_Science/4 Welcome_to_the_module.html
2.9 kB
02-Python_for_Data_Science/5 Let_s_install_Python_together.mkv
103 MB
02-Python_for_Data_Science/6 Google_Colab_what_s_that.mkv
14 MB
02-Python_for_Data_Science/7 Let_s_leverage_chatGPT_for_help.mkv
20 MB
02-Python_for_Data_Science/8 Introduction_to_Python.mkv
21 MB
02-Python_for_Data_Science/9 Variables_Keywords.mkv
89 MB
02-Python_for_Data_Science/10 Datatypes_Operators.mkv
93 MB
02-Python_for_Data_Science/11 Lists.mkv
124 MB
02-Python_for_Data_Science/12 Tuples.mkv
108 MB
02-Python_for_Data_Science/13 Sets.mkv
53 MB
02-Python_for_Data_Science/14 Dictionary.mkv
85 MB
02-Python_for_Data_Science/15 Loops_Iterations.mkv
77 MB
02-Python_for_Data_Science/16 Functions.mkv
106 MB
02-Python_for_Data_Science/17 Map_Reduce_Filter.mkv
146 MB
02-Python_for_Data_Science/18 File_Handling.mkv
94 MB
02-Python_for_Data_Science/19 Control_Structures.mkv
38 MB
02-Python_for_Data_Science/20 OOPs.mkv
107 MB
02-Python_for_Data_Science/21 NumPy.mkv
135 MB
02-Python_for_Data_Science/22 Pandas.mkv
221 MB
02-Python_for_Data_Science/23 Data_Visualization.mkv
29 MB
02-Python_for_Data_Science/24 Matplotlib.mkv
149 MB
02-Python_for_Data_Science/25 Seaborn.mkv
120 MB
02-Python_for_Data_Science/25 Seaborn_ _Quiz.html
51 kB
02-Python_for_Data_Science/4-Resources/Resources.html
1.4 kB
02-Python_for_Data_Science/5-Resources/Python_Installation_Guide.pdf
872 kB
03-Business_Statistics/26 Course_Contents.html
659 B
03-Business_Statistics/27 Introduction.mkv
17 MB
03-Business_Statistics/28 Types_of_Data_Agenda.mkv
1.4 MB
03-Business_Statistics/29 Descriptive_Stats.mkv
36 MB
03-Business_Statistics/30 Inferential_Stats.mkv
5.9 MB
03-Business_Statistics/31 Qualitative_Data.mkv
22 MB
03-Business_Statistics/32 Quantitative_Data.mkv
9.0 MB
03-Business_Statistics/33 Sampling_Techniques_Agenda.mkv
3.2 MB
03-Business_Statistics/34 Population_vs_Sample.mkv
7.1 MB
03-Business_Statistics/35 Why_Sampling_is_important.mkv
7.1 MB
03-Business_Statistics/36 Types_of_Sampling.mkv
8.7 MB
03-Business_Statistics/37 Cluster_Random_Sampling.mkv
12 MB
03-Business_Statistics/38 Probability_Sampling.mkv
16 MB
03-Business_Statistics/39 Non_probability_sampling.mkv
13 MB
03-Business_Statistics/40 Population_Sampling.mkv
24 MB
03-Business_Statistics/41 Why_n_1_and_not_n.mkv
13 MB
03-Business_Statistics/42 Descriptive_Analytics_Agenda.mkv
2.2 MB
03-Business_Statistics/43 Measures_of_Central_Tendency.mkv
3.8 MB
03-Business_Statistics/44 Mean.mkv
12 MB
03-Business_Statistics/45 Median.mkv
15 MB
03-Business_Statistics/46 Mode.mkv
12 MB
03-Business_Statistics/47 Measures_of_Dispersion.mkv
9.2 MB
03-Business_Statistics/48 Range.mkv
3.3 MB
03-Business_Statistics/49 IQR.mkv
8.3 MB
03-Business_Statistics/50 Variance_Standard_Deviation.mkv
24 MB
03-Business_Statistics/51 Mean_Deviation.mkv
8.0 MB
03-Business_Statistics/52 Probability_Agenda.mkv
2.0 MB
03-Business_Statistics/53 Probability.mkv
17 MB
03-Business_Statistics/54 Addition_Rule.mkv
19 MB
03-Business_Statistics/55 Independent_Events.mkv
11 MB
03-Business_Statistics/56 Cumulative_Probability.mkv
13 MB
03-Business_Statistics/57 Conditional_Probability.mkv
29 MB
03-Business_Statistics/58 Bayes_Theorem_1.mkv
4.1 MB
03-Business_Statistics/59 Bayes_Theorem_2.mkv
11 MB
03-Business_Statistics/60 Probability_Distrubution_Agenda.mkv
4.3 MB
03-Business_Statistics/61 Uniform_Distribution.mkv
19 MB
03-Business_Statistics/62 Binomial_Distribution.mkv
30 MB
03-Business_Statistics/63 Poisson_Distribution.mkv
7.8 MB
03-Business_Statistics/64 Normal_Distribution_Part_1.mkv
32 MB
03-Business_Statistics/65 Normal_Distribution_Part_2.mkv
15 MB
03-Business_Statistics/66 Skewness.mkv
10 MB
03-Business_Statistics/67 Kurtosis.mkv
6.2 MB
03-Business_Statistics/68 Calculating_Probability_with_Z_score_for_Normal_Distribution_Part_1.mkv
21 MB
03-Business_Statistics/69 Calculating_Probability_with_Z_score_for_Normal_Distribution_Part_2.mkv
26 MB
03-Business_Statistics/70 Calculating_Probability_with_Z_score_for_Normal_Distribution_Part_3.mkv
13 MB
03-Business_Statistics/71 Covariance_Correlation_Agenda.mkv
1.2 MB
03-Business_Statistics/72 Covariance.mkv
21 MB
03-Business_Statistics/73 Correlation.mkv
34 MB
03-Business_Statistics/74 Covariance_VS_Correlation.mkv
11 MB
03-Business_Statistics/75 Hypothesis_Testing.mkv
25 MB
03-Business_Statistics/76 Tailed_Tests.mkv
8.4 MB
03-Business_Statistics/77 p_value.mkv
14 MB
03-Business_Statistics/78 Types_of_Test.mkv
11 MB
03-Business_Statistics/79 T_Test.mkv
21 MB
03-Business_Statistics/80 Z_Test.mkv
28 MB
03-Business_Statistics/81 Chi_Square_Test.mkv
29 MB
03-Business_Statistics/82 ANOVA.mkv
31 MB
03-Business_Statistics/83 Correlation_Test_Practicals.mkv
18 MB
03-Business_Statistics/83 Correlation_Test_Practicals_ _Quiz.html
52 kB
04-Exploratory_Data_Analysis/84 Course_Contents.html
771 B
04-Exploratory_Data_Analysis/85 DA_DS_Processes.mkv
9.9 MB
04-Exploratory_Data_Analysis/86 What_is_EDA.mkv
14 MB
04-Exploratory_Data_Analysis/87 Visualization.mkv
13 MB
04-Exploratory_Data_Analysis/88 Agenda.mkv
6.2 MB
04-Exploratory_Data_Analysis/89 Steps_involved_in_EDA_Data_Sourcing.mkv
12 MB
04-Exploratory_Data_Analysis/90 Steps_involved_in_EDA_Data_Cleaning.mkv
13 MB
04-Exploratory_Data_Analysis/91 Handle_Missing_Values_Theory.mkv
30 MB
04-Exploratory_Data_Analysis/92 Handle_Missing_Values_Practicals.mkv
50 MB
04-Exploratory_Data_Analysis/93 Feature_Scaling_Theory.mkv
30 MB
04-Exploratory_Data_Analysis/94 Standardization_Example.mkv
9.7 MB
04-Exploratory_Data_Analysis/95 Normalization_Example.mkv
5.8 MB
04-Exploratory_Data_Analysis/96 Feature_Scaling_Practicals.mkv
59 MB
04-Exploratory_Data_Analysis/97 Outlier_Treatment_Theory.mkv
26 MB
04-Exploratory_Data_Analysis/98 Outlier_Treatment_Practicals.mkv
48 MB
04-Exploratory_Data_Analysis/99 Invalid_Data.mkv
24 MB
04-Exploratory_Data_Analysis/100 Types_of_Data.mkv
4.5 MB
04-Exploratory_Data_Analysis/101 Types_of_Analysis.mkv
4.8 MB
04-Exploratory_Data_Analysis/102 Univariate_Analysis.mkv
21 MB
04-Exploratory_Data_Analysis/103 Bivariate_Analysis.mkv
14 MB
04-Exploratory_Data_Analysis/104 Multivariate_Analysis.mkv
2.3 MB
04-Exploratory_Data_Analysis/105 Numerical_Analysis.mkv
8.3 MB
04-Exploratory_Data_Analysis/106 Analysis_Practicals.mkv
106 MB
04-Exploratory_Data_Analysis/107 Derived_Metrics.mkv
11 MB
04-Exploratory_Data_Analysis/108 Feature_Binning_Theory.mkv
18 MB
04-Exploratory_Data_Analysis/109 Feature_Binning_Practicals.mkv
33 MB
04-Exploratory_Data_Analysis/110 Feature_Encoding_Theory.mkv
34 MB
04-Exploratory_Data_Analysis/111 Feature_Encoding_Practicals.mkv
95 MB
04-Exploratory_Data_Analysis/112 Case_Study.mkv
32 MB
04-Exploratory_Data_Analysis/113 Data_Exploration.mkv
74 MB
04-Exploratory_Data_Analysis/114 Data_Cleaning.mkv
33 MB
04-Exploratory_Data_Analysis/115 Univariate_Analysis.mkv
44 MB
04-Exploratory_Data_Analysis/116 Bivariate_Analysis_Part_1.mkv
65 MB
04-Exploratory_Data_Analysis/117 Bivariate_Analysis_Part_2.mkv
25 MB
04-Exploratory_Data_Analysis/118 EDA_Report.mkv
17 MB
04-Exploratory_Data_Analysis/118 EDA_Report_ _Quiz.html
55 kB
04-Exploratory_Data_Analysis/84-Resources/Resources.html
1.5 kB
04-Exploratory_Data_Analysis/118-Resources/EDA_Use_Case.pdf
1.6 MB
05-SQL_for_Data_Science/119 Course_Contents.html
972 B
05-SQL_for_Data_Science/120 Installation.mkv
12 MB
05-SQL_for_Data_Science/121 Data_Architecture_File_server_vs_client_server.mkv
45 MB
05-SQL_for_Data_Science/122 Introduction_to_SQL.mkv
48 MB
05-SQL_for_Data_Science/123 Constraints_in_SQL.mkv
91 MB
05-SQL_for_Data_Science/124 Table_Basics_DDLs.mkv
134 MB
05-SQL_for_Data_Science/125 Table_Basics_DQLs.mkv
117 MB
05-SQL_for_Data_Science/126 Table_Basics_DMLs.mkv
217 MB
05-SQL_for_Data_Science/127 Joins.mkv
193 MB
05-SQL_for_Data_Science/128 Data_Import_Export.mkv
200 MB
05-SQL_for_Data_Science/129 Aggregation_Functions.mkv
76 MB
05-SQL_for_Data_Science/130 String_functions.mkv
105 MB
05-SQL_for_Data_Science/131 Date_Time_Functions.mkv
85 MB
05-SQL_for_Data_Science/132 Regular_Expressions.mkv
61 MB
05-SQL_for_Data_Science/133 Nested_Queries.mkv
89 MB
05-SQL_for_Data_Science/134 Views.mkv
78 MB
05-SQL_for_Data_Science/135 Stored_Procedures.mkv
163 MB
05-SQL_for_Data_Science/136 Windows_Function.mkv
171 MB
05-SQL_for_Data_Science/137 SQL_Python_connectivity.mkv
144 MB
05-SQL_for_Data_Science/137 SQL_Python_connectivity_ _Quiz.html
52 kB
05-SQL_for_Data_Science/119-Resources/Resources.html
1.6 kB
06-Machine_Learning/138 Agenda.mkv
5.3 MB
06-Machine_Learning/139 Introduction_to_ML.mkv
12 MB
06-Machine_Learning/140 Types_of_ML.mkv
42 MB
06-Machine_Learning/141 Use_Cases_Part_1.mkv
6.6 MB
06-Machine_Learning/142 Use_Cases_Part_2.mkv
3.3 MB
06-Machine_Learning/143 Pre_Requisites_Features.mkv
45 MB
06-Machine_Learning/144 Pre_Requisites_Train_Test_Split.mkv
54 MB
06-Machine_Learning/145 Pre_Requisites_Feature_Scaling.mkv
30 MB
06-Machine_Learning/146 Pre_Requisites_Standardization_Example.mkv
9.7 MB
06-Machine_Learning/147 Pre_Requisites_Normalization_Example.mkv
5.8 MB
06-Machine_Learning/148 Pre_Requisites_Feature_Encoding.mkv
35 MB
06-Machine_Learning/149 Pre_Requisites_Feature_Encoding_Practicals.mkv
31 MB
06-Machine_Learning/150 Regression_Introduction_to_Regression_Models.mkv
16 MB
06-Machine_Learning/151 Regression_Regression_Metrics.mkv
62 MB
06-Machine_Learning/152 Regression_Regression_Metrics_Practicals.mkv
45 MB
06-Machine_Learning/153 Regression_Simple_Linear_Regression.mkv
24 MB
06-Machine_Learning/154 Regression_Multiple_Linear_Regression.mkv
21 MB
06-Machine_Learning/155 Regression_Linear_Regression_Practicals.mkv
136 MB
06-Machine_Learning/156 Regression_Multiple_Linear_Regression_Practicals.mkv
43 MB
06-Machine_Learning/157 Regression_Polynomial_Regression.mkv
17 MB
06-Machine_Learning/158 Regression_Polynomial_Regression_Practicals.mkv
80 MB
06-Machine_Learning/159 Regression_Bias_Variance_Tradeoff.mkv
13 MB
06-Machine_Learning/160 Regression_Ridge_Regression.mkv
24 MB
06-Machine_Learning/161 Regression_Lasso_Regression.mkv
21 MB
06-Machine_Learning/162 Regression_Lasso_Ridge_Regression_Practicals.mkv
149 MB
06-Machine_Learning/163 Classification_Introduction_to_Classification.mkv
17 MB
06-Machine_Learning/164 Classification_Types_of_Classification.mkv
10 MB
06-Machine_Learning/165 Classification_Log_Loss.mkv
26 MB
06-Machine_Learning/166 Classification_Confusion_Matrix.mkv
28 MB
06-Machine_Learning/167 Classification_AUC_ROC_Curve.mkv
19 MB
06-Machine_Learning/168 Classification_Classification_Report.mkv
18 MB
06-Machine_Learning/169 Classification_kNN_Classifier.mkv
33 MB
06-Machine_Learning/170 Classification_kNN_Classifier_Example.mkv
35 MB
06-Machine_Learning/171 Classification_Practicals_Part_1.mkv
51 MB
06-Machine_Learning/172 Classification_kNN_Classifier_Practicals.mkv
61 MB
06-Machine_Learning/173 Classification_Decision_Tree.mkv
30 MB
06-Machine_Learning/174 Classification_Decision_Tree_Entropy_based.mkv
43 MB
06-Machine_Learning/175 Classification_Decision_Tree_gini_based.mkv
39 MB
06-Machine_Learning/176 Classification_Decision_Tree_Practicals.mkv
36 MB
06-Machine_Learning/177 Classification_Decision_Tree_Visualizing.mkv
80 MB
06-Machine_Learning/178 Classification_Random_Forest_Classifier.mkv
19 MB
06-Machine_Learning/179 Classification_Random_Forest_Classifier_Practicals.mkv
26 MB
06-Machine_Learning/180 Classification_Naive_Bayes_Classifier.mkv
47 MB
06-Machine_Learning/181 Classification_SVM_Classifier_Part_1.mkv
32 MB
06-Machine_Learning/182 Classification_SVM_Classifier_Part_2.mkv
25 MB
06-Machine_Learning/183 Classification_Logistic_Regression.mkv
52 MB
06-Machine_Learning/184 Classification_Practicals_so_far.mkv
102 MB
06-Machine_Learning/185 Classification_Issues_in_Classification_Part_1.mkv
18 MB
06-Machine_Learning/186 Classification_Issues_in_Classification_Part_2.mkv
34 MB
06-Machine_Learning/187 Classification_Project.mkv
152 MB
06-Machine_Learning/188 Ensemble_Introduction_to_Ensemble_Learning.mkv
47 MB
06-Machine_Learning/189 Ensemble_Bagging.mkv
23 MB
06-Machine_Learning/190 Ensemble_Bagging_vs_Random_Forest.mkv
55 MB
06-Machine_Learning/191 Ensemble_Bagging_Practicals_1.mkv
112 MB
06-Machine_Learning/192 Ensemble_Bagging_Practicals_2.mkv
82 MB
06-Machine_Learning/193 Ensemble_Boosting.mkv
17 MB
06-Machine_Learning/194 Ensemble_Ada_Boost.mkv
39 MB
06-Machine_Learning/195 Ensemble_Gradient_Boost.mkv
9.0 MB
06-Machine_Learning/196 Ensemble_CF_vs_LF.mkv
19 MB
06-Machine_Learning/197 Ensemble_Cross_Entropy.mkv
9.6 MB
06-Machine_Learning/198 Ensemble_Xtreme_Gradient_Boosting_XGB.mkv
38 MB
06-Machine_Learning/199 Ensemble_Project.mkv
107 MB
06-Machine_Learning/200 Clustering_Introduction_to_Clustering.mkv
36 MB
06-Machine_Learning/201 Clustering_kMeans_Clustering.mkv
44 MB
06-Machine_Learning/202 Clustering_kMeans_Clustering_Practicals.mkv
62 MB
06-Machine_Learning/203 Clustering_Hierarchical_Clustering.mkv
30 MB
06-Machine_Learning/204 Clustering_Hierarchical_Clustering_Practicals.mkv
50 MB
06-Machine_Learning/205 Clustering_Mean_Shift_Clustering.mkv
36 MB
06-Machine_Learning/206 Feature_Engineering_Introduction.mkv
33 MB
06-Machine_Learning/207 Feature_Engineering_RFE_and_SFS.mkv
11 MB
06-Machine_Learning/208 Feature_Engineering_RFE_Practicals.mkv
94 MB
06-Machine_Learning/209 Feature_Engineering_Successive_Feature_Selection.mkv
94 MB
06-Machine_Learning/210 Feature_Engineering_Chi_Square.mkv
13 MB
06-Machine_Learning/211 Feature_Engineering_Chi_Square_Practicals.mkv
28 MB
06-Machine_Learning/212 Feature_Engineering_Principal_Component_Analysis.mkv
104 MB
06-Machine_Learning/213 Feature_Engineering_Principal_Component_Analysis_Practicals.mkv
38 MB
06-Machine_Learning/214 Feature_Engineering_Linear_Discriminant_Analysis.mkv
23 MB
06-Machine_Learning/215 Feature_Engineering_Linear_Discriminant_Analysis_Practicals.mkv
44 MB
06-Machine_Learning/216 Feature_Engineering_kPCA_QDA.mkv
26 MB
06-Machine_Learning/217 Feature_Engineering_kPCA_QDA_Practicals.mkv
31 MB
06-Machine_Learning/218 Hyper_Parameter_Optimization_Basics.mkv
29 MB
06-Machine_Learning/219 Hyper_Parameter_Optimization_Manual_HPO.mkv
16 MB
06-Machine_Learning/220 Hyper_Parameter_Optimization_GridSearch_vs_RandomizedSearch.mkv
33 MB
06-Machine_Learning/221 Hyper_Parameter_Optimization_Manual_HPO_Practicals.mkv
84 MB
06-Machine_Learning/222 Hyper_Parameter_Optimization_RandomizedSearchCV_Practicals.mkv
66 MB
06-Machine_Learning/223 Hyper_Parameter_Optimization_GridSearchCV_Practicals.mkv
30 MB
06-Machine_Learning/223 Hyper_Parameter_Optimization_GridSearchCV_Practicals_ _Quiz.html
55 kB
06-Machine_Learning/138-Resources/Resources.html
1.5 kB
07-Time_Series_Analysis_Forecasting/224 Introduction_to_TSA.mkv
8.6 MB
07-Time_Series_Analysis_Forecasting/225 Time_Series_vs_Regression.mkv
33 MB
07-Time_Series_Analysis_Forecasting/226 Time_Series_Analysis.mkv
5.7 MB
07-Time_Series_Analysis_Forecasting/227 Anomaly_Detection.mkv
12 MB
07-Time_Series_Analysis_Forecasting/228 Components_of_Time_Series.mkv
19 MB
07-Time_Series_Analysis_Forecasting/229 Decomposition.mkv
3.3 MB
07-Time_Series_Analysis_Forecasting/230 Decomposition_Practicals.mkv
24 MB
07-Time_Series_Analysis_Forecasting/231 Additive_Multiplicative_Decomposition.mkv
17 MB
07-Time_Series_Analysis_Forecasting/232 Stationarity.mkv
12 MB
07-Time_Series_Analysis_Forecasting/233 Testing_TS_Stationarity.mkv
21 MB
07-Time_Series_Analysis_Forecasting/234 Transformation.mkv
8.7 MB
07-Time_Series_Analysis_Forecasting/235 Introduction_to_Pre_Processing.mkv
7.1 MB
07-Time_Series_Analysis_Forecasting/236 Handle_Missing_Value.mkv
30 MB
07-Time_Series_Analysis_Forecasting/237 Handle_Missing_Value_Practicals.mkv
48 MB
07-Time_Series_Analysis_Forecasting/238 Outlier_Treatment.mkv
26 MB
07-Time_Series_Analysis_Forecasting/239 3_Sigma_Technique.mkv
48 MB
07-Time_Series_Analysis_Forecasting/240 Feature_Scaling.mkv
30 MB
07-Time_Series_Analysis_Forecasting/241 Feature_Scaling_Standardization.mkv
9.7 MB
07-Time_Series_Analysis_Forecasting/242 Feature_Scaling_Normalization.mkv
5.8 MB
07-Time_Series_Analysis_Forecasting/243 Feature_Scaling_Practicals.mkv
59 MB
07-Time_Series_Analysis_Forecasting/244 Feature_Encoding.mkv
35 MB
07-Time_Series_Analysis_Forecasting/245 Feature_Encoding_Practicals.mkv
31 MB
07-Time_Series_Analysis_Forecasting/246 Models_Algorithms.mkv
2.5 MB
07-Time_Series_Analysis_Forecasting/247 Models_ARIMA_Part_1.mkv
4.7 MB
07-Time_Series_Analysis_Forecasting/248 Models_ARIMA_Part_2.mkv
13 MB
07-Time_Series_Analysis_Forecasting/249 Models_AR_Theory.mkv
16 MB
07-Time_Series_Analysis_Forecasting/250 Models_MA_Theory.mkv
19 MB
07-Time_Series_Analysis_Forecasting/251 Models_ACF_PACF_Plots.mkv
19 MB
07-Time_Series_Analysis_Forecasting/252 Models_Find_p_d_q_in_ARIMA.mkv
4.8 MB
07-Time_Series_Analysis_Forecasting/253 Models_ARIMA_Practicals_Part_1.mkv
41 MB
07-Time_Series_Analysis_Forecasting/254 Models_ARIMA_Practicals_Part_2.mkv
39 MB
07-Time_Series_Analysis_Forecasting/255 Models_ARIMA_Final.mkv
33 MB
07-Time_Series_Analysis_Forecasting/256 Models_Decomposition.mkv
15 MB
07-Time_Series_Analysis_Forecasting/257 Models_ACF_PACF.mkv
8.8 MB
07-Time_Series_Analysis_Forecasting/258 Models_Best_Transformation.mkv
35 MB
07-Time_Series_Analysis_Forecasting/259 Models_Grid_Search_Part_1.mkv
49 MB
07-Time_Series_Analysis_Forecasting/260 Models_Grid_Search_Part_2.mkv
11 MB
07-Time_Series_Analysis_Forecasting/261 Models_Final_Model_Building.mkv
42 MB
07-Time_Series_Analysis_Forecasting/262 Models_Facebook_Prophet_Part_1.mkv
20 MB
07-Time_Series_Analysis_Forecasting/263 Models_Facebook_Prophet_Part_2.mkv
38 MB
07-Time_Series_Analysis_Forecasting/264 Models_Facebook_Prophet_Part_3.mkv
27 MB
07-Time_Series_Analysis_Forecasting/265 Models_Multi_Variate_Time_Series_Analysis.mkv
20 MB
07-Time_Series_Analysis_Forecasting/266 Models_Facebook_Prophet_Uni_vs_Multi.mkv
55 MB
07-Time_Series_Analysis_Forecasting/267 Introduction_to_Metrics.mkv
11 MB
07-Time_Series_Analysis_Forecasting/268 Forecasting_Evaluation_Metrics.mkv
3.0 MB
07-Time_Series_Analysis_Forecasting/269 Mean_Squarred_Error.mkv
3.1 MB
07-Time_Series_Analysis_Forecasting/270 Root_Mean_Squarred_Error.mkv
3.0 MB
07-Time_Series_Analysis_Forecasting/271 Mean_Absolute_Percentage_Error.mkv
6.9 MB
07-Time_Series_Analysis_Forecasting/272 Project_1_Energy_Forecasting_Part_1.mkv
10 MB
07-Time_Series_Analysis_Forecasting/273 Project_1_Energy_Forecasting_Part_2.mkv
26 MB
07-Time_Series_Analysis_Forecasting/274 Project_1_Energy_Forecasting_Part_3.mkv
42 MB
07-Time_Series_Analysis_Forecasting/275 Project_2_Stock_Market_Prediction_Part_1.mkv
13 MB
07-Time_Series_Analysis_Forecasting/276 Project_2_Stock_Market_Prediction_Part_2.mkv
22 MB
07-Time_Series_Analysis_Forecasting/277 Project_2_Stock_Market_Prediction_Part_3.mkv
116 MB
07-Time_Series_Analysis_Forecasting/278 Project_3_Demand_Forecasting_Part_1.mkv
13 MB
07-Time_Series_Analysis_Forecasting/279 Project_3_Demand_Forecasting_Part_2.mkv
50 MB
07-Time_Series_Analysis_Forecasting/280 Project_3_Demand_Forecasting_Part_3.mkv
46 MB
07-Time_Series_Analysis_Forecasting/281 Project_3_Demand_Forecasting_Part_4.mkv
5.9 MB
07-Time_Series_Analysis_Forecasting/282 Project_3_Demand_Forecasting_Part_5.mkv
72 MB
07-Time_Series_Analysis_Forecasting/283 Project_3_Demand_Forecasting_Part_6.mkv
42 MB
07-Time_Series_Analysis_Forecasting/283 Project_3_Demand_Forecasting_Part_6_ _Quiz.html
55 kB
07-Time_Series_Analysis_Forecasting/224-Resources/Resources.html
1.6 kB
08-Deep_Learning_Neural_Networks/284 Introduction.html
3.5 kB
08-Deep_Learning_Neural_Networks/285 Introduction_to_Deep_Learning.mkv
4.3 MB
08-Deep_Learning_Neural_Networks/286 Understanding_Deep_Learning.mkv
22 MB
08-Deep_Learning_Neural_Networks/287 What_is_a_Neuron.mkv
38 MB
08-Deep_Learning_Neural_Networks/288 Activation_Functions.mkv
22 MB
08-Deep_Learning_Neural_Networks/289 Activation_Function_Step_Function.mkv
30 MB
08-Deep_Learning_Neural_Networks/290 Activation_Function_Linear_Function.mkv
63 MB
08-Deep_Learning_Neural_Networks/291 Activation_Function_Sigmoid_Function.mkv
29 MB
08-Deep_Learning_Neural_Networks/292 Activation_Function_TanH_Function.mkv
13 MB
08-Deep_Learning_Neural_Networks/293 Activation_Function_ReLu_Function.mkv
44 MB
08-Deep_Learning_Neural_Networks/294 Backpropagation_Forward_Pass.mkv
76 MB
08-Deep_Learning_Neural_Networks/295 Gradient_Descent.mkv
48 MB
08-Deep_Learning_Neural_Networks/296 Artificial_Neural_Networks_Intuition.mkv
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