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| 001 classic-linear-statmodel-process-notes.pdf |
135.16KB |
| 001 contents-intr.pdf |
1.08MB |
| 001 Detecting Missing Values_en.srt |
12.07KB |
| 001 Detecting Missing Values.mp4 |
109.78MB |
| 001 install-anaconda-python-notes.pdf |
144.36KB |
| 001 Installing Anaconda Python_en.srt |
7.64KB |
| 001 Installing Anaconda Python.mp4 |
51.76MB |
| 001 Introduction to Course Contents_en.srt |
7.25KB |
| 001 Introduction to Course Contents.mp4 |
99.38MB |
| 001 Machine Learning Modelling Process_en.srt |
1.54KB |
| 001 Machine Learning Modelling Process.mp4 |
11.98MB |
| 001 missing-value-detection-notes.pdf |
303.45KB |
| 001 ml-linear-model-process-notes.pdf |
185.36KB |
| 001 Reading and Writing Data_en.srt |
12.38KB |
| 001 Reading and Writing Data.mp4 |
115.07MB |
| 001 read-write-data-notes.pdf |
353.73KB |
| 001 Statistical Modelling Process_en.srt |
3.33KB |
| 001 Statistical Modelling Process.mp4 |
26.33MB |
| 002 Accessing Basic Information of DataFrame_en.srt |
8.70KB |
| 002 Accessing Basic Information of DataFrame.mp4 |
90.82MB |
| 002 acess-information-notes.pdf |
483.63KB |
| 002 classic-linear-statmodel-nores-contains-all-the-rest-of-the-section.pdf |
634.75KB |
| 002 data-analysis-model-intr-notes.pdf |
554.50KB |
| 002 Data Normalization in Classic Statistical Regression_en.srt |
4.93KB |
| 002 Data Normalization in Classic Statistical Regression.mp4 |
51.74MB |
| 002 impute-missing-values-notes.pdf |
281.85KB |
| 002 Imputing Missing Values_en.srt |
16.67KB |
| 002 Imputing Missing Values.mp4 |
145.44MB |
| 002 Introduction to Data Analysis and Modelling_en.srt |
4.86KB |
| 002 Introduction to Data Analysis and Modelling.mp4 |
36.61MB |
| 002 machine-learn-regression-notes.pdf |
676.53KB |
| 002 Model Trainning_en.srt |
4.82KB |
| 002 Model Trainning.mp4 |
43.80MB |
| 002 packages-required-notes.pdf |
338.78KB |
| 002 Required Python Packages_en.srt |
3.27KB |
| 002 Required Python Packages.mp4 |
23.04MB |
| 003 Detecting Outliers_en.srt |
21.17KB |
| 003 Detecting Outliers.mp4 |
184.67MB |
| 003 Installing Required Packages_en.srt |
8.75KB |
| 003 Installing Required Packages.mp4 |
55.89MB |
| 003 install-packages-required-notes.pdf |
396.81KB |
| 003 Model Estimation and Result Interpretation_en.srt |
9.35KB |
| 003 Model Estimation and Result Interpretation.mp4 |
93.21MB |
| 003 Model Evaluation_en.srt |
2.78KB |
| 003 Model Evaluation.mp4 |
34.75MB |
| 003 outlier-detection-notes.pdf |
705.12KB |
| 003 rename-columns-notes.pdf |
277.61KB |
| 003 Renaming Columns of DataFrame_en.srt |
11.32KB |
| 003 Renaming Columns of DataFrame.mp4 |
121.48MB |
| 004 creat-access-work-directory-notes.pdf |
134.54KB |
| 004 Creating and Accessing Working Directory_en.srt |
7.30KB |
| 004 Creating and Accessing Working Directory.mp4 |
37.16MB |
| 004 Model Improvement_en.srt |
10.53KB |
| 004 Model Improvement.mp4 |
119.65MB |
| 004 Multicollinearity_en.srt |
7.94KB |
| 004 Multicollinearity.mp4 |
85.66MB |
| 004 outlier-treatement-notes.pdf |
520.83KB |
| 004 Slicing DataFrame_en.srt |
15.23KB |
| 004 Slicing DataFrame.mp4 |
137.89MB |
| 004 slicing-data-notes.pdf |
713.03KB |
| 004 Treating Outliers_en.srt |
14.25KB |
| 004 Treating Outliers.mp4 |
149.10MB |
| 005 Correlation Analysis and Feature Selection_en.srt |
24.09KB |
| 005 Correlation Analysis and Feature Selection.mp4 |
277.21MB |
| 005 correlation-feature-selection-notes.pdf |
797.84KB |
| 005 Model Improvement_en.srt |
10.30KB |
| 005 Model Improvement.mp4 |
106.63MB |
| 005 Model Result Visualization_en.srt |
12.36KB |
| 005 Model Result Visualization.mp4 |
114.46MB |
| 005 sort-dataframe-notes.pdf |
425.91KB |
| 005 Sorting DataFrame_en.srt |
6.48KB |
| 005 Sorting DataFrame.mp4 |
69.98MB |
| 006 encode-categorical-notes.pdf |
523.62KB |
| 006 Encoding Categorical Values_en.srt |
21.75KB |
| 006 Encoding Categorical Values.mp4 |
221.04MB |
| 006 filter-dataframe-notes.pdf |
496.72KB |
| 006 Filtering DataFrame_en.srt |
15.56KB |
| 006 Filtering DataFrame.mp4 |
140.68MB |
| 006 Model Evaluation_en.srt |
6.80KB |
| 006 Model Evaluation.mp4 |
75.84MB |
| 007 Data Splitting_en.srt |
8.47KB |
| 007 Data Splitting.mp4 |
80.92MB |
| 007 group-dataframe-notes.pdf |
291.64KB |
| 007 Grouping DataFrame_en.srt |
7.02KB |
| 007 Grouping DataFrame.mp4 |
69.66MB |
| 007 Model Result Visualization_en.srt |
6.33KB |
| 007 Model Result Visualization.mp4 |
58.00MB |
| 007 split-data-notes.pdf |
378.95KB |
| 008 calculate-statistics-notes.pdf |
331.65KB |
| 008 Calculating Summary Statistics of DataFrame_en.srt |
12.14KB |
| 008 Calculating Summary Statistics of DataFrame.mp4 |
113.06MB |
| 008 Data Normalization_en.srt |
24.39KB |
| 008 Data Normalization.mp4 |
275.22MB |
| 008 data-normalization-notes.pdf |
820.01KB |
| Bonus Resources.txt |
386B |
| Get Bonus Downloads Here.url |
182B |