educative.io_courses/Machine Learning for Software Engineers - Learn Interactively at master · techtanic/educative.io_courses

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Name		Name	Last commit message	Last commit date
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10_Aggregation.pdf		10_Aggregation.pdf
11_Saving_Data.pdf		11_Saving_Data.pdf
12_Quiz.pdf		12_Quiz.pdf
13_Introduction.pdf		13_Introduction.pdf
14_Series.pdf		14_Series.pdf
15_DataFrame.pdf		15_DataFrame.pdf
16_Combining.pdf		16_Combining.pdf
17_Indexing.pdf		17_Indexing.pdf
18_File_I_O.pdf		18_File_I_O.pdf
19_Grouping.pdf		19_Grouping.pdf
1_Overview.pdf		1_Overview.pdf
20_Features.pdf		20_Features.pdf
21_Filtering.pdf		21_Filtering.pdf
22_Sorting.pdf		22_Sorting.pdf
23_Metrics.pdf		23_Metrics.pdf
24_Plotting.pdf		24_Plotting.pdf
25_To_NumPy.pdf		25_To_NumPy.pdf
26_Quiz.pdf		26_Quiz.pdf
27_Introduction.pdf		27_Introduction.pdf
28_Standardizing_Data.pdf		28_Standardizing_Data.pdf
29_Data_Range.pdf		29_Data_Range.pdf
2_Introduction.pdf		2_Introduction.pdf
30_Robust_Scaling.pdf		30_Robust_Scaling.pdf
31_Normalizing_Data.pdf		31_Normalizing_Data.pdf
32_Data_Imputation.pdf		32_Data_Imputation.pdf
33_PCA.pdf		33_PCA.pdf
34_Labeled_Data.pdf		34_Labeled_Data.pdf
35_Quiz.pdf		35_Quiz.pdf
36_Introduction.pdf		36_Introduction.pdf
37_Linear_Regression.pdf		37_Linear_Regression.pdf
38_Ridge_Regression.pdf		38_Ridge_Regression.pdf
39_LASSO_Regression.pdf		39_LASSO_Regression.pdf
3_NumPy_Arrays.pdf		3_NumPy_Arrays.pdf
40_Bayesian_Regression.pdf		40_Bayesian_Regression.pdf
41_Logistic_Regression.pdf		41_Logistic_Regression.pdf
42_Decision_Trees.pdf		42_Decision_Trees.pdf
43_Training_and_Testing.pdf		43_Training_and_Testing.pdf
44_Cross_Validation.pdf		44_Cross_Validation.pdf
45_Applying_CV_to_Decision_Trees.pdf		45_Applying_CV_to_Decision_Trees.pdf
46_Evaluating_Models.pdf		46_Evaluating_Models.pdf
47_Exhaustive_Tuning.pdf		47_Exhaustive_Tuning.pdf
48_Quiz.pdf		48_Quiz.pdf
49_Introduction.pdf		49_Introduction.pdf
4_NumPy_Basics.pdf		4_NumPy_Basics.pdf
50_Cosine_Similarity.pdf		50_Cosine_Similarity.pdf
51_Nearest_Neighbors.pdf		51_Nearest_Neighbors.pdf
52_K_Means_Clustering.pdf		52_K_Means_Clustering.pdf
53_Hierarchical_Clustering.pdf		53_Hierarchical_Clustering.pdf
54_Mean_Shift_Clustering.pdf		54_Mean_Shift_Clustering.pdf
55_DBSCAN.pdf		55_DBSCAN.pdf
56_Evaluating_Clusters.pdf		56_Evaluating_Clusters.pdf
57_Feature_Clustering.pdf		57_Feature_Clustering.pdf
58_Quiz.pdf		58_Quiz.pdf
59_Introduction.pdf		59_Introduction.pdf
5_Math.pdf		5_Math.pdf
60_XGBoost_Basics.pdf		60_XGBoost_Basics.pdf
61_Cross_Validation.pdf		61_Cross_Validation.pdf
62_Storing_Boosters.pdf		62_Storing_Boosters.pdf
63_XGBoost_Classifier.pdf		63_XGBoost_Classifier.pdf
64_XGBoost_Regressor.pdf		64_XGBoost_Regressor.pdf
65_Feature_Importance.pdf		65_Feature_Importance.pdf
66_Hyperparameter_Tuning.pdf		66_Hyperparameter_Tuning.pdf
67_Model_Persistence.pdf		67_Model_Persistence.pdf
68_Quiz.pdf		68_Quiz.pdf
69_Introduction.pdf		69_Introduction.pdf
6_Random.pdf		6_Random.pdf
70_Model_Initialization.pdf		70_Model_Initialization.pdf
71_Logits.pdf		71_Logits.pdf
72_Metrics.pdf		72_Metrics.pdf
73_Optimization.pdf		73_Optimization.pdf
74_Training.pdf		74_Training.pdf
75_Evaluation.pdf		75_Evaluation.pdf
76_Linear_Limitations.pdf		76_Linear_Limitations.pdf
77_Hidden_Layer.pdf		77_Hidden_Layer.pdf
78_Multiclass.pdf		78_Multiclass.pdf
79_Softmax.pdf		79_Softmax.pdf
7_Indexing.pdf		7_Indexing.pdf
80_Quiz.pdf		80_Quiz.pdf
81_Introduction.pdf		81_Introduction.pdf
82_Sequential_Model.pdf		82_Sequential_Model.pdf
83_Model_Output.pdf		83_Model_Output.pdf
84_Model_Configuration.pdf		84_Model_Configuration.pdf
85_Model_Execution.pdf		85_Model_Execution.pdf
86_Quiz.pdf		86_Quiz.pdf
87_Course_Conclusion.pdf		87_Course_Conclusion.pdf
8_Filtering.pdf		8_Filtering.pdf
9_Statistics.pdf		9_Statistics.pdf

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