|
Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
|
| [TGx]Downloaded from torrentgalaxy.to .txt |
585B |
| 0 |
146B |
| 1 |
1.68KB |
| 10 |
105.56KB |
| 10 - Why to clean the data.mp4 |
20.02MB |
| 10 - Why to clean the data English.vtt |
3.52KB |
| 11 |
55.27KB |
| 11 - Data Quality.mp4 |
51.45MB |
| 11 - Data Quality English.vtt |
9.17KB |
| 12 |
484.95KB |
| 12 - Check if data is valid or not.mp4 |
51.91MB |
| 12 - Check if data is valid or not English.vtt |
13.52KB |
| 13 |
646.37KB |
| 13 - Check if data is accurate or not.mp4 |
10.82MB |
| 13 - Check if data is accurate or not English.vtt |
3.29KB |
| 14 |
731.01KB |
| 14 - Completeness of the data.mp4 |
11.25MB |
| 14 - Completeness of the data English.vtt |
3.09KB |
| 15 |
734.80KB |
| 15 - Consistency of the data.mp4 |
13.46MB |
| 15 - Consistency of the data English.vtt |
4.06KB |
| 16 |
54.48KB |
| 16 - Uniformity of the data.mp4 |
25.23MB |
| 16 - Uniformity of the data English.vtt |
6.67KB |
| 17 |
901.80KB |
| 17 - How to ensure data quality.mp4 |
26.60MB |
| 17 - How to ensure data quality English.vtt |
5.96KB |
| 18 |
925.90KB |
| 18 - Inspect the data.mp4 |
11.22MB |
| 18 - Inspect the data English.vtt |
2.41KB |
| 19 |
745.37KB |
| 19 - Cleaning the data.mp4 |
67.48MB |
| 19 - Cleaning the data English.vtt |
14.25KB |
| 1 - Introduction.mp4 |
18.65MB |
| 2 |
235B |
| 20 |
672.32KB |
| 20 - Goal of data munging.mp4 |
77.49MB |
| 20 - Goal of data munging English.vtt |
7.88KB |
| 21 |
826.69KB |
| 21 - Understand your data.mp4 |
60.89MB |
| 21 - Understand your data English.vtt |
8.51KB |
| 22 |
890.97KB |
| 22 - Introduction to Outliers.mp4 |
45.10MB |
| 22 - Introduction to Outliers English.vtt |
8.58KB |
| 23 |
774.55KB |
| 23 - Finalize Data Munging.mp4 |
88.46MB |
| 23 - Finalize Data Munging English.vtt |
12.98KB |
| 24 |
853.80KB |
| 24 - Handle data type mismatch.mp4 |
242.79MB |
| 24 - Handle data type mismatch English.vtt |
27.27KB |
| 24 - pandas-data-type-mismatch.ipynb |
44.75KB |
| 25 |
1007.77KB |
| 25 - pandas-duplicate-data.ipynb |
22.23KB |
| 25 - Remove Duplicate data.mp4 |
89.94MB |
| 25 - Remove Duplicate data English.vtt |
12.34KB |
| 26 |
100.97KB |
| 26 - Handling missing data.mp4 |
95.51MB |
| 26 - Handling missing data English.vtt |
11.92KB |
| 26 - pandas-missing-data.ipynb |
22.42KB |
| 27 |
200.49KB |
| 27 - Feature Importance.mp4 |
146.29MB |
| 27 - Feature Importance English.vtt |
15.45KB |
| 27 - Sklearn-Feature-Importance.ipynb |
113.25KB |
| 28 |
655.87KB |
| 28 - Plot feature importance plot.mp4 |
60.61MB |
| 28 - Plot feature importance plot English.vtt |
6.45KB |
| 28 - Sklearn-Feature-Importance.ipynb |
113.25KB |
| 29 |
696.55KB |
| 29 - Introduction to Feature Importance.mp4 |
55.69MB |
| 29 - Introduction to Feature Importance English.vtt |
10.70KB |
| 2 - Install anaconda on your machine.mp4 |
69.05MB |
| 2 - Install anaconda on your machine English.vtt |
12.33KB |
| 3 |
126B |
| 30 |
897.92KB |
| 30 - Data Normalization.mp4 |
23.02MB |
| 30 - Data Normalization English.vtt |
4.21KB |
| 30 - min-max-scaler.ipynb |
48.52KB |
| 31 |
652.19KB |
| 31 - Data Standardization.mp4 |
48.30MB |
| 31 - Data Standardization English.vtt |
10.76KB |
| 32 |
888.13KB |
| 32 - min-max-scaler.ipynb |
48.52KB |
| 32 - Normalization in practice.mp4 |
125.17MB |
| 32 - Normalization in practice English.vtt |
12.09KB |
| 33 |
617.45KB |
| 33 - Standardization in practice.mp4 |
138.10MB |
| 33 - Standardization in practice English.vtt |
16.31KB |
| 33 - standard-scaler.ipynb |
38.13KB |
| 34 |
272.53KB |
| 34 - Introduction to One Hot Encoding.mp4 |
55.78MB |
| 34 - Introduction to One Hot Encoding English.vtt |
12.46KB |
| 34 - one-hot-encoding.ipynb |
16.16KB |
| 35 |
990.48KB |
| 35 - one-hot-encoding.ipynb |
16.16KB |
| 35 - One Hot Encoding in practice.mp4 |
116.90MB |
| 35 - One Hot Encoding in practice English.vtt |
15.16KB |
| 36 |
458.31KB |
| 36 - Types of data in Machine Learning.mp4 |
31.59MB |
| 36 - Types of data in Machine Learning English.vtt |
10.68KB |
| 37 |
120.51KB |
| 37 - Structured format for datasets.mp4 |
69.64MB |
| 37 - Structured format for datasets English.vtt |
9.95KB |
| 38 |
500.02KB |
| 38 - Introduction to pandas library.mp4 |
164.11MB |
| 38 - Introduction to pandas library English.vtt |
32.60KB |
| 39 |
798.21KB |
| 39 - Train Test split Concept.mp4 |
89.46MB |
| 39 - Train Test split Concept English.vtt |
18.90KB |
| 3 - Set up environment and Download Machine Learning Libraries.mp4 |
80.51MB |
| 3 - Set up environment and Download Machine Learning Libraries English.vtt |
16.72KB |
| 4 |
68.05KB |
| 40 |
817.53KB |
| 40 - Decision Tree part 1.mp4 |
140.12MB |
| 40 - Decision Tree part 1 English.vtt |
37.18KB |
| 41 |
63.57KB |
| 41 - Decision Tree part 2.mp4 |
116.80MB |
| 41 - Decision Tree part 2 English.vtt |
30.61KB |
| 42 |
549.31KB |
| 42 - Code Decision Tree classifier.mp4 |
235.47MB |
| 42 - Code Decision Tree classifier English.vtt |
34.66KB |
| 42 - Decision-Tree-Classifier.ipynb |
28.61KB |
| 43 |
550.45KB |
| 43 - Decision-Tree-Classifier.ipynb |
28.61KB |
| 43 - Decision Tree GINI index.mp4 |
95.20MB |
| 43 - Decision Tree GINI index English.vtt |
12.78KB |
| 44 |
890.01KB |
| 44 - Introduction to Linear Regression.mp4 |
156.37MB |
| 44 - Introduction to Linear Regression English.vtt |
18.50KB |
| 45 |
32.36KB |
| 45 - Learn about OLS [Ordinary Least Squares] algorithm.mp4 |
246.81MB |
| 45 - Learn about OLS [Ordinary Least Squares] algorithm English.vtt |
34.06KB |
| 46 |
509.32KB |
| 46 - Introduction to working of Linear Regression.mp4 |
194.56MB |
| 46 - Introduction to working of Linear Regression English.vtt |
40.63KB |
| 47 |
501.46KB |
| 47 - Lecture Introduction to MSE, MAE, RMSE.mp4 |
56.96MB |
| 47 - Lecture Introduction to MSE, MAE, RMSE English.vtt |
14.76KB |
| 48 |
831.43KB |
| 48 - Introduction to R squared.mp4 |
49.43MB |
| 48 - Introduction to R squared English.vtt |
12.83KB |
| 49 |
519.41KB |
| 49 - Implement Simple Linear Regression.mp4 |
168.93MB |
| 49 - Implement Simple Linear Regression English.vtt |
28.73KB |
| 49 - linear-regression-guide.zip |
86.69KB |
| 4 - Introduction to Jupyter Notebook.mp4 |
111.36MB |
| 4 - Introduction to Jupyter Notebook English.vtt |
27.03KB |
| 5 |
227.13KB |
| 50 |
371.31KB |
| 50 - Learn about Logistic Regression.mp4 |
38.33MB |
| 50 - Learn about Logistic Regression English.vtt |
7.33KB |
| 51 |
730.71KB |
| 51 - Learn about Gradient Descent.mp4 |
45.32MB |
| 51 - Learn about Gradient Descent English.vtt |
7.46KB |
| 52 |
967.77KB |
| 52 - Implement Logistic Regression part 1.mp4 |
145.28MB |
| 52 - Implement Logistic Regression part 1 English.vtt |
25.33KB |
| 52 - logistic.zip |
143.29KB |
| 53 |
765.60KB |
| 53 - Implement Logistic Regression part 2.mp4 |
200.69MB |
| 53 - Implement Logistic Regression part 2 English.vtt |
38.79KB |
| 53 - logistic.zip |
143.29KB |
| 54 |
531.57KB |
| 54 - Introduction to data and data dictionary.mp4 |
31.23MB |
| 54 - Introduction to data and data dictionary English.vtt |
2.85KB |
| 54 - Project-1.zip |
2.26MB |
| 55 |
102.01KB |
| 55 - Project-1.zip |
2.26MB |
| 55 - Setup project and import libraries.mp4 |
14.45MB |
| 55 - Setup project and import libraries English.vtt |
3.21KB |
| 56 |
569.96KB |
| 56 - Import data to the project.mp4 |
17.56MB |
| 56 - Import data to the project English.vtt |
2.55KB |
| 57 |
115.86KB |
| 57 - Clean NA values.mp4 |
98.55MB |
| 57 - Clean NA values English.vtt |
10.59KB |
| 58 |
401.35KB |
| 58 - Clean your data.mp4 |
116.32MB |
| 58 - Clean your data English.vtt |
14.54KB |
| 59 |
39.36KB |
| 59 - Analysis 1 Where do the guest come from.mp4 |
95.22MB |
| 59 - Analysis 1 Where do the guest come from English.vtt |
14.15KB |
| 5 - Data Science Methodologies.mp4 |
51.21MB |
| 5 - Data Science Methodologies English.vtt |
9.29KB |
| 6 |
313.58KB |
| 60 |
221.01KB |
| 60 - Analysis 2 How much do guests pay for room per night.mp4 |
112.12MB |
| 60 - Analysis 2 How much do guests pay for room per night English.vtt |
14.77KB |
| 61 |
318.01KB |
| 61 - Analysis 3 How does the price vary.mp4 |
134.34MB |
| 61 - Analysis 3 How does the price vary English.vtt |
18.97KB |
| 62 |
510.81KB |
| 62 - Sorting.mp4 |
97.88MB |
| 62 - Sorting English.vtt |
14.86KB |
| 63 |
95.44KB |
| 63 - Analysis 4 Which months are busy months.mp4 |
108.13MB |
| 63 - Analysis 4 Which months are busy months English.vtt |
15.88KB |
| 64 |
564.93KB |
| 64 - Analysis 5 How long do people stay at the hotels.mp4 |
132.19MB |
| 64 - Analysis 5 How long do people stay at the hotels English.vtt |
19.37KB |
| 65 |
805.00KB |
| 65 - Feature selection using coorelation.mp4 |
127.24MB |
| 65 - Feature selection using coorelation English.vtt |
16.01KB |
| 66 |
586.20KB |
| 66 - Refine Numerical attributes.mp4 |
68.25MB |
| 66 - Refine Numerical attributes English.vtt |
8.67KB |
| 67 |
721.80KB |
| 67 - Refine Categorical attributes.mp4 |
99.03MB |
| 67 - Refine Categorical attributes English.vtt |
10.82KB |
| 68 |
691.64KB |
| 68 - Augment the data.mp4 |
63.90MB |
| 68 - Augment the data English.vtt |
8.86KB |
| 69 |
917.75KB |
| 69 - Mean Encoding for Categorical attributes.mp4 |
206.78MB |
| 69 - Mean Encoding for Categorical attributes English.vtt |
26.37KB |
| 6 - CRISP-DM model.mp4 |
42.86MB |
| 6 - CRISP English.vtt |
6.90KB |
| 7 |
447.29KB |
| 70 |
725.48KB |
| 70 - Preparing our data.mp4 |
102.73MB |
| 70 - Preparing our data English.vtt |
16.09KB |
| 71 |
145.13KB |
| 71 - Feature Importance.mp4 |
137.27MB |
| 71 - Feature Importance English.vtt |
16.43KB |
| 72 |
281.66KB |
| 72 - Splitting data and Building models.mp4 |
187.62MB |
| 72 - Splitting data and Building models English.vtt |
26.99KB |
| 73 |
685.32KB |
| 73 - Loading the data to the project.mp4 |
117.02MB |
| 73 - Loading the data to the project English.vtt |
12.84KB |
| 73 - Project-2.zip |
853.81KB |
| 74 |
169.79KB |
| 74 - Introduction to Corpus and Term Document Matrix.mp4 |
44.29MB |
| 74 - Introduction to Corpus and Term Document Matrix English.vtt |
7.73KB |
| 74 - Project-2.zip |
853.81KB |
| 75 |
926.83KB |
| 75 - Storing data into the data frame.mp4 |
78.19MB |
| 75 - Storing data into the data frame English.vtt |
8.50KB |
| 76 |
415.90KB |
| 76 - Cleaning the data.mp4 |
245.43MB |
| 77 |
786.42KB |
| 77 - Creating Document Term Matrix English.vtt |
8.92KB |
| 78 |
411.28KB |
| 78 - Analyzing most commonly spoken words.mp4 |
141.95MB |
| 78 - Analyzing most commonly spoken words English.vtt |
15.08KB |
| 79 |
425.32KB |
| 79 - Creating wordcloud.mp4 |
207.30MB |
| 79 - Creating wordcloud English.vtt |
22.98KB |
| 7 - Phases of CRISP-DM.mp4 |
26.58MB |
| 7 - Phases of CRISP English.vtt |
4.36KB |
| 8 |
391.65KB |
| 80 |
791.59KB |
| 80 - Profanity.mp4 |
81.50MB |
| 80 - Profanity English.vtt |
12.76KB |
| 81 |
869.32KB |
| 81 - Sentimental Analysis.mp4 |
37.83MB |
| 81 - Sentimental Analysis English.vtt |
5.95KB |
| 82 |
1002.40KB |
| 82 - Sentiment Label.mp4 |
69.29MB |
| 82 - Sentiment Label English.vtt |
8.10KB |
| 83 |
1005.21KB |
| 83 - Plotting Polarity and Subjectivity.mp4 |
53.50MB |
| 83 - Plotting Polarity and Subjectivity English.vtt |
8.25KB |
| 84 |
356.17KB |
| 84 - Topic Modeling.mp4 |
128.13MB |
| 84 - Topic Modeling English.vtt |
14.46KB |
| 85 |
455.34KB |
| 85 - Topic Modeling Part Of Speech Tagging.mp4 |
104.40MB |
| 85 - Topic Modeling Part Of Speech Tagging English.vtt |
12.69KB |
| 86 |
567.41KB |
| 86 - Text Generation.mp4 |
36.09MB |
| 86 - Text Generation English.vtt |
6.00KB |
| 87 |
562.72KB |
| 87 - Text Generation Part 2.mp4 |
86.13MB |
| 88 |
555.11KB |
| 88 - Introduction to Neural Networks.mp4 |
24.15MB |
| 88 - Introduction to Neural Networks English.vtt |
3.22KB |
| 89 |
771.30KB |
| 89 - Neuron.mp4 |
116.36MB |
| 89 - Neuron English.vtt |
29.36KB |
| 8 - Phases of CRISP-DM part 2.mp4 |
17.45MB |
| 8 - Phases of CRISP English.vtt |
3.33KB |
| 9 |
75.58KB |
| 90 |
798.67KB |
| 90 - Learn to create MLP model.mp4 |
156.53MB |
| 90 - Learn to create MLP model English.vtt |
20.10KB |
| 91 |
187.67KB |
| 91 - Multi English.vtt |
24.43KB |
| 91 - Multi-Layer Perception Algorithm part 2.mp4 |
166.06MB |
| 92 |
753.19KB |
| 92 - Multi English.vtt |
8.79KB |
| 92 - Multi-Layer Perception Algorithm part 3.mp4 |
61.44MB |
| 93 - Multi English.vtt |
13.29KB |
| 93 - Multi-Layer Perception Algorithm part 4.mp4 |
85.97MB |
| 9 - Phases of CRISP-DM part 3.mp4 |
39.72MB |
| 9 - Phases of CRISP English.vtt |
7.57KB |
| TutsNode.com.txt |
63B |