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[2021] Data Science A-Z Bootcamp + Real Cases (Version 8 1)
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[TutsNode.com] - Data Science A-Z Bootcamp (Size: 13.15 GB) (Files: 456)
[TutsNode.com] - Data Science A-Z Bootcamp
20. Excel Basic Formulas-I
2. Excel Basic Formulas-I Part-2.mp4
1. Excel Basic Formulas-I Part-1.mp4
1. Excel Basic Formulas-I Part-1.srt
2. Excel Basic Formulas-I Part-2.srt
3. Excel Basic Formulas-I Part-3.mp4
3. Excel Basic Formulas-I Part-3.srt
4. Excel Basic Formulas-I Part-4.mp4
4. Excel Basic Formulas-I Part-4.srt
5. Excel Basic Formulas-I Part-5.mp4
5. Excel Basic Formulas-I Part-5.srt
6. Excel Basic Formulas-I Part-6.mp4
6. Excel Basic Formulas-I Part-6.srt
7. Excel Basic Formulas-I Part-7.mp4
7. Excel Basic Formulas-I Part-7.srt
1. Analytics
1. Analytical Definition and Application- Part 1.mp4
1. Analytical Definition and Application- Part 1.srt
2. Analytical Definition and Application-Part 2.mp4
2. Analytical Definition and Application-Part 2.srt
2. About R R Installation
1. R Introduction.mp4
1. R Introduction.srt
2. R studio installation & how to update R regularly.mp4
2. R studio installation & how to update R regularly.srt
3. Entering and Reading dataData Import and Export
1. Importing and Exporting Data in R.mp4
1. Importing and Exporting Data in R.srt
2. Importing and Exporting Data in R Part-2.mp4
2. Importing and Exporting Data in R Part-2.srt
3. Exporting Data in R.mp4
3. Exporting Data in R.srt
4. Operators in R
1. Operators in R.mp4
1. Operators in R.srt
2. Operators in R Part-2.mp4
2. Operators in R Part-2.srt
5. Data Types and Data Structures
1. Data Structures.mp4
1. Data Structures.srt
2. Data Structures Part-2.mp4
2. Data Structures Part-2.srt
3. Data Structures Part-3.mp4
3. Data Structures Part-3.srt
6. Handling packages in R
1. Handling packages in R.mp4
1. Handling packages in R.srt
7. Subsetting Data in R
1. Subsetting Data in R.mp4
1. Subsetting Data in R.srt
2. Subset Command.mp4
2. Subset Command.srt
8. Descriptive Statistics
1. Descriptive Statistics in R.mp4
1. Descriptive Statistics in R.srt
9. Apply Family in R
1. Apply Family in R.mp4
1. Apply Family in R.srt
2. Apply Family in R Part-2.mp4
2. Apply Family in R Part-2.srt
3. Apply Family in R Part-3.mp4
3. Apply Family in R Part-3.srt
10. Aggregate and Table Command
1. Aggregate Function in R.mp4
1. Aggregate Function in R.srt
2. Aggregate Table Function & Use.mp4
2. Aggregate Table Function & Use.srt
3. Aggregate Table Function & Use Part-2.mp4
3. Aggregate Table Function & Use Part-2.srt
11. Data Manipulation in R
1. Data Manipulation in R.mp4
1. Data Manipulation in R.srt
2. Data Manipulation in R Part-2.mp4
2. Data Manipulation in R Part-2.srt
12. Summarising the Data Graphically
1. Basic Graphs.mp4
1. Basic Graphs.srt
2. Basic Graphs Part-2.mp4
2. Basic Graphs Part-2.srt
3. Box Plot.mp4
3. Box Plot.srt
4. Bar Plots.mp4
4. Bar Plots.srt
5. Histogram.mp4
5. Histogram.srt
6. Pie Charts.mp4
6. Pie Charts.srt
13. GGplot - Graphical Analysis
1. GG Plot Intro.mp4
1. GG Plot Intro.srt
2. GG Scatter Plot.mp4
2. GG Scatter Plot.srt
3. GG Scatter Plot Part-2.mp4
3. GG Scatter Plot Part-2.srt
4. GG Bar Plot.mp4
4. GG Bar Plot.srt
5. GG Plot Heat Map.mp4
5. GG Plot Heat Map.srt
14. Simple Linear Regression
1. Simple Linear Regression in R.mp4
1. Simple Linear Regression in R.srt
2. Simple Linear Regression in R Part-2.mp4
2. Simple Linear Regression in R Part-2.srt
15. Multi-Linear Regression
1. Multi-Linear Regression in R.mp4
1. Multi-Linear Regression in R.srt
2. Multi-Linear Regression in R Part-2.mp4
2. Multi-Linear Regression in R Part-2.srt
16. Logistic Regression
1. Logistic Regression in R.mp4
1. Logistic Regression in R.srt
2. Logistic Regression Model.mp4
2. Logistic Regression Model.srt
3. Logistic Regression Model Part-2.mp4
3. Logistic Regression Model Part-2.srt
17. Decision Tree
1. Decision Tree in R.mp4
1. Decision Tree in R.srt
2. DT- codes.mp4
2. DT- codes.srt
3. DT- codes Part-2.mp4
3. DT- codes Part-2.srt
4. DT- codes Part-3.mp4
4. DT- codes Part-3.srt
5. DT- codes Part-4.mp4
5. DT- codes Part-4.srt
18. Cluster Analysis
1. Cluster Analysis.mp4
1. Cluster Analysis.srt
2. K Means Model.mp4
2. K Means Model.srt
3. calculating distance.mp4
3. calculating distance.srt
4. calculating distance Part-2.mp4
4. calculating distance Part-2.srt
19. Excel Navigation
1. Excel Navigation.mp4
1. Excel Navigation.srt
2. Excel Navigation Part-2.mp4
2. Excel Navigation Part-2.srt
21. Sum & Sumif
1. Sum & Sumif Part-1.mp4
1. Sum & Sumif Part-1.srt
2. Sum & Sumif Part-2.mp4
2. Sum & Sumif Part-2.srt
22. Microsoft Excel Advanced Formulas-I
1. Microsoft Excel Advanced Formulas-I Part-1.mp4
1. Microsoft Excel Advanced Formulas-I Part-1.srt
2. Microsoft Excel Advanced Formulas-I Part-2.mp4
2. Microsoft Excel Advanced Formulas-I Part-2.srt
3. Microsoft Excel Advanced Formulas-I Part-3.mp4
3. Microsoft Excel Advanced Formulas-I Part-3.srt
4. Microsoft Excel Advanced Formulas-I Part-4.mp4
4. Microsoft Excel Advanced Formulas-I Part-4.srt
5. Microsoft Excel Advanced Formulas-I Part-5.mp4
5. Microsoft Excel Advanced Formulas-I Part-5.srt
6. Microsoft Excel Advanced Formulas-I Part-6.mp4
6. Microsoft Excel Advanced Formulas-I Part-6.srt
7. Microsoft Excel Advanced Formulas-I Part-7.mp4
7. Microsoft Excel Advanced Formulas-I Part-7.srt
23. Microsoft Excel Pivot Tables
1. Microsoft Excel Pivot Tables Part-1.mp4
1. Microsoft Excel Pivot Tables Part-1.srt
2. Microsoft Excel Pivot Tables Part-2.mp4
2. Microsoft Excel Pivot Tables Part-2.srt
3. Microsoft Excel Pivot Tables Part-3.mp4
3. Microsoft Excel Pivot Tables Part-3.srt
4. Microsoft Excel Pivot Tables Part-4.mp4
4. Microsoft Excel Pivot Tables Part-4.srt
24. Excel Basic Formulas -II
1. Excel Basic Formulas -II Part-1.mp4
1. Excel Basic Formulas -II Part-1.srt
2. Excel Basic Formulas -II Part-2.mp4
2. Excel Basic Formulas -II Part-2.srt
25. Excel Tables
1. Tables in Excel Part-1.mp4
1. Tables in Excel Part-1.srt
2. Tables in Excel Part-2.mp4
2. Tables in Excel Part-2.srt
26. Excel Power Query
1. Power Query in Excel Part-1.mp4
1. Power Query in Excel Part-1.srt
2. Power Query in Excel Part-2.mp4
2. Power Query in Excel Part-2.srt
27. Conditional Formatting
1. Conditional Formatting In Excel Part-1.mp4
1. Conditional Formatting In Excel Part-1.srt
2. Conditional Formatting In Excel Part-2.mp4
2. Conditional Formatting In Excel Part-2.srt
28. Data Validation
1. Data Validation In Excel Part-1.mp4
1. Data Validation In Excel Part-1.srt
2. Data Validation In Excel Part-2.mp4
2. Data Validation In Excel Part-2.srt
29. Calculated Fields in Pivot+Grouping and Ungrouping in Excel
1. Calculated Fields in Pivot.mp4
1. Calculated Fields in Pivot.srt
2. Grouping and Ungrouping in Excel.mp4
2. Grouping and Ungrouping in Excel.srt
30. Introduction to Data Visualization
1. Introduction to Data Visualization.mp4
1. Introduction to Data Visualization.srt
2. Why Should we be Interested in Visualization.mp4
2. Why Should we be Interested in Visualization.srt
3. Abelas Chart Selection Diagram Part-1.mp4
3. Abelas Chart Selection Diagram Part-1.srt
4. Abelas Chart Selection Diagram Part-2.mp4
4. Abelas Chart Selection Diagram Part-2.srt
5. Some Principles of Effective Visualization.mp4
5. Some Principles of Effective Visualization.srt
31. Visualization using Excel
1. Interactive Dashboard in Excel.mp4
1. Interactive Dashboard in Excel.srt
2. Visualization on Chicago Crime Data Part-1.mp4
2. Visualization on Chicago Crime Data Part-1.srt
3. Visualization on Chicago Crime Data Part-2.mp4
3. Visualization on Chicago Crime Data Part-2.srt
32. Getting Started with Data Visualization
1. Common terminology in Data Visualization.mp4
1. Common terminology in Data Visualization.srt
2. Chart Components Chart Title.mp4
2. Chart Components Chart Title.srt
3. Chart Components Chart Area to Axis.mp4
3. Chart Components Chart Area to Axis.srt
4. Axis Title to Data Labels.mp4
4. Axis Title to Data Labels.srt
5. Combo Chart.mp4
5. Combo Chart.srt
6. Stack Column Chart.mp4
6. Stack Column Chart.srt
7. Heat Maps.mp4
7. Heat Maps.srt
33. Creating Column Chart in Excel
1. Creating Column Chart in Excel.mp4
1. Creating Column Chart in Excel.srt
2. Column Chart Part-1.mp4
2. Column Chart Part-1.srt
3. Column Chart Part-2.mp4
3. Column Chart Part-2.srt
4. Column Chart Part-3.mp4
4. Column Chart Part-3.srt
34. Creating Stacked Bar Chart in Excel
1. Creating Stacked Bar Chart in Excel Part-1.mp4
1. Creating Stacked Bar Chart in Excel Part-1.srt
2. Creating Stacked Bar Chart in Excel Part-2.mp4
2. Creating Stacked Bar Chart in Excel Part-2.srt
3. Creating Stacked Bar Chart in Excel Part-3.mp4
3. Creating Stacked Bar Chart in Excel Part-3.srt
35. Creating Heatmap in Excel
1. Creating Heatmap in Excel.mp4
1. Creating Heatmap in Excel.srt
2. Crime Rates.mp4
2. Crime Rates.srt
36. Creating Combo Chart in Excel
1. Creating Combo Chart in Excel Part-1.mp4
1. Creating Combo Chart in Excel Part-1.srt
2. Creating Combo Chart in Excel Part-2.mp4
2. Creating Combo Chart in Excel Part-2.srt
3. Creating Combo Chart in Excel Part-3.mp4
3. Creating Combo Chart in Excel Part-3.srt
4. Creating Combo Chart in Excel Part-4.mp4
4. Creating Combo Chart in Excel Part-4.srt
37. Excel-Interactive Dashboard Using Slicers
1. Excel-Interactive Dashboard Using Slicers Part-2.mp4
1. Excel-Interactive Dashboard Using Slicers Part-2.srt
2. Excel-Interactive Dashboard Using Slicers Part-3.mp4
2. Excel-Interactive Dashboard Using Slicers Part-3.srt
3. Excel-Interactive Dashboard Using Slicers Part-4.mp4
3. Excel-Interactive Dashboard Using Slicers Part-4.srt
38. Installation of Power BI
1. Power BI Installation.mp4
1. Power BI Installation.srt
2. Installation Process.mp4
2. Installation Process.srt
3. Power Bi Launch.mp4
3. Power Bi Launch.srt
39. Loading an Excel Data Into Power BI
1. Loading an Excel Data Into Power BI Part-1.mp4
1. Loading an Excel Data Into Power BI Part-1.srt
2. Loading an Excel Data Into Power BI Part-2.mp4
2. Loading an Excel Data Into Power BI Part-2.srt
3. Loading an Excel Data Into Power BI Part-3.mp4
3. Loading an Excel Data Into Power BI Part-3.srt
4. Loading an Excel Data Into Power BI Part-4.mp4
4. Loading an Excel Data Into Power BI Part-4.srt
40. Walkthrough of Power BI Tool
1. Walkthrough of Power BI Tool Part-1.mp4
1. Walkthrough of Power BI Tool Part-1.srt
2. Walkthrough of Power BI Tool Part-2.mp4
2. Walkthrough of Power BI Tool Part-2.srt
3. Walkthrough of Power BI Tool Part-3.mp4
3. Walkthrough of Power BI Tool Part-3.srt
4. Walkthrough of Power BI Tool Part-4.mp4
4. Walkthrough of Power BI Tool Part-4.srt
5. Walkthrough of Power BI Tool Part-5.mp4
5. Walkthrough of Power BI Tool Part-5.srt
41. Loading Access Data to Power BI
1. Loading Access Data to Power BI.mp4
1. Loading Access Data to Power BI.srt
42. Loading CSV File to Power BI
1. Loading CSV File to Power BI Part-1.mp4
1. Loading CSV File to Power BI Part-1.srt
2. Loading CSV File to Power BI Part-2.mp4
2. Loading CSV File to Power BI Part-2.srt
3. Loading CSV File to Power BI Part-3.mp4
3. Loading CSV File to Power BI Part-3.srt
43. Creating Bar Charts in Power BI
1. Creating Bar Charts in Power BI Part-1.mp4
1. Creating Bar Charts in Power BI Part-1.srt
2. Creating Bar Charts in Power BI Part-2.mp4
2. Creating Bar Charts in Power BI Part-2.srt
3. Creating Bar Charts in Power BI Part-3.mp4
3. Creating Bar Charts in Power BI Part-3.srt
4. Creating Bar Charts in Power BI Part-4.mp4
4. Creating Bar Charts in Power BI Part-4.srt
44. Creating Date Tables in Power BI
1. Creating Date Tables in Power BI.mp4
1. Creating Date Tables in Power BI.srt
45. Creating Relationships and Data Models in Power BI
1. Creating Relationships and Data Models in Power BI Part-1.mp4
1. Creating Relationships and Data Models in Power BI Part-1.srt
2. Creating Relationships and Data Models in Power BI Part-2.mp4
2. Creating Relationships and Data Models in Power BI Part-2.srt
46. Creating Pie Charts in Power BI
1. Pie Charts in Power BI Part-1.mp4
1. Pie Charts in Power BI Part-1.srt
2. Pie Charts in Power BI Part-2.mp4
2. Pie Charts in Power BI Part-2.srt
47. Use of Power Query in Power BI
1. Use of Power Query in Power BI Part-1.mp4
1. Use of Power Query in Power BI Part-1.srt
2. Use of Power Query in Power BI Part-2.mp4
2. Use of Power Query in Power BI Part-2.srt
3. Use of Power Query in Power BI Part-3.mp4
3. Use of Power Query in Power BI Part-3.srt
48. Creating Slicers in Power BI
1. Creation of Slicers in Power BI Part-1.mp4
1. Creation of Slicers in Power BI Part-1.srt
2. Creation of Slicers in Power BI Part-2.mp4
2. Creation of Slicers in Power BI Part-2.srt
3. Creation of Slicers in Power BI Part-3.mp4
3. Creation of Slicers in Power BI Part-3.srt
49. Merging and Appending Data in Power BI
1. Merging and Appending Data in Power BI Part-1.mp4
1. Merging and Appending Data in Power BI Part-1.srt
2. Merging and Appending Data in Power BI Part-2.mp4
2. Merging and Appending Data in Power BI Part-2.srt
3. Merging and Appending Data in Power BI Part-3.mp4
3. Merging and Appending Data in Power BI Part-3.srt
4. Merging and Appending Data in Power BI Part-4.mp4
4. Merging and Appending Data in Power BI Part-4.srt
50. Creating Maps in Power BI
1. Creating Maps in Power BI Part-1.mp4
1. Creating Maps in Power BI Part-1.srt
2. Creating Maps in Power BI Part-2.mp4
2. Creating Maps in Power BI Part-2.srt
3. Creating Maps in Power BI Part-3.mp4
3. Creating Maps in Power BI Part-3.srt
4. Creating Maps in Power BI Part-4.mp4
4. Creating Maps in Power BI Part-4.srt
5. Creating Maps in Power BI Part-5.mp4
5. Creating Maps in Power BI Part-5.srt
51. Integrating R in Power BI
1. Integrating R in Power BI Part-1.mp4
1. Integrating R in Power BI Part-1.srt
2. Integrating R in Power BI Part-2.mp4
2. Integrating R in Power BI Part-2.srt
3. Integrating R in Power BI Part-3.mp4
3. Integrating R in Power BI Part-3.srt
4. Integrating R in Power BI Part-4.mp4
4. Integrating R in Power BI Part-4.srt
52. Visualization in Excel
1. Visualization in Excel Part-1.mp4
1. Visualization in Excel Part-1.srt
2. Visualization in Excel Part-2.mp4
2. Visualization in Excel Part-2.srt
3. Visualization in Excel Part-3.mp4
3. Visualization in Excel Part-3.srt
4. Visualization in Excel Part-4.mp4
4. Visualization in Excel Part-4.srt
53. Tableau Module 1
1. Most Popular BI Tools in the Market.mp4
1. Most Popular BI Tools in the Market.srt
2. Need of Data Visualization 1.2.mp4
2. Need of Data Visualization 1.2.srt
3. Data Visualization Process.mp4
3. Data Visualization Process.srt
54. Tableau Module 2
1. Tableau Product Suite.mp4
1. Tableau Product Suite.srt
2. Download & Install Tableau Desktop 10.mp4
2. Download & Install Tableau Desktop 10.srt
55. Tableau Module 3
1. Connect Tableau to various Datasets Excel and CSV files.mp4
1. Connect Tableau to various Datasets Excel and CSV files.srt
2. Understanding Data Relationship Types of Joins.mp4
2. Understanding Data Relationship Types of Joins.srt
56. Tableau Module 4
1. Sorting data.mp4
1. Sorting data.srt
2. Sorting data Part-2.mp4
2. Sorting data Part-2.srt
57. Tableau Module 5
1. Data Source – Adding, Modifying & Replacing.mp4
1. Data Source – Adding, Modifying & Replacing.srt
58. Tableau Module 6
1. Live & Extract Data Connection.mp4
1. Live & Extract Data Connection.srt
2. Various data types available.mp4
2. Various data types available.srt
3. Measure Names & Values.mp4
3. Measure Names & Values.srt
4. Discrete Vs Continuous & Viewing Data.mp4
4. Discrete Vs Continuous & Viewing Data.srt
5. Sets.mp4
5. Sets.srt
59. Tableau Module 7
1. Extract Filter.mp4
1. Extract Filter.srt
2. Data Source & Context Filter.mp4
2. Data Source & Context Filter.srt
3. Dimension Filter.mp4
3. Dimension Filter.srt
4. Date & Quick Filter.mp4
4. Date & Quick Filter.srt
5. Formatting Filters.mp4
5. Formatting Filters.srt
60. Tableau Module 8
1. Scatter Charts.mp4
1. Scatter Charts.srt
2. Scatter Charts Part-2.mp4
2. Scatter Charts Part-2.srt
3. Line Chart.mp4
3. Line Chart.srt
4. Bar Chart & Stacked Chart.mp4
4. Bar Chart & Stacked Chart.srt
5. Word Map.mp4
5. Word Map.srt
6. Reference Lines.mp4
6. Reference Lines.srt
7. Bubble Chart.mp4
7. Bubble Chart.srt
8. Tree Map, Bump Chart,Funnel Chart.mp4
8. Tree Map, Bump Chart,Funnel Chart.srt
9. Adv. Funnel Chart, Waterfall Chart.mp4
9. Adv. Funnel Chart, Waterfall Chart.srt
10. Pie Chart & Maps.mp4
10. Pie Chart & Maps.srt
61. Tableau Module 9
1. Explains how to create Calculated Fields and their usage..mp4
1. Explains how to create Calculated Fields and their usage..srt
2. Introduction to types of Parameters.mp4
2. Introduction to types of Parameters.srt
3. Parameters with filters.mp4
3. Parameters with filters.srt
4. Parameters with sets.mp4
4. Parameters with sets.srt
5. Parameters with Measure Filters & Parameter with Dimension Filters & their usage.mp4
5. Parameters with Measure Filters & Parameter with Dimension Filters & their usage.srt
62. Tableau Module 10
1. Explains how to perform Table Calculations and their usage..mp4
1. Explains how to perform Table Calculations and their usage..srt
2. Explains how to perform Table Calculations and their usage. Part-2.mp4
2. Explains how to perform Table Calculations and their usage. Part-2.srt
3. Explains how to perform Table Calculations and their usage. Part-3.mp4
3. Explains how to perform Table Calculations and their usage. Part-3.srt
63. Tableau Module 11
1. Explains how to perform Data Blending and their Calculations.mp4
1. Explains how to perform Data Blending and their Calculations.srt
2. Explains how to perform Data Blending and their Calculations Part-2.mp4
2. Explains how to perform Data Blending and their Calculations Part-2.srt
64. Tableau Module 12
1. Create Interactive Dashboards.mp4
1. Create Interactive Dashboards.srt
2. Create Interactive Dashboards Part-2.mp4
2. Create Interactive Dashboards Part-2.srt
3. Create Interactive Dashboards Part-3.mp4
3. Create Interactive Dashboards Part-3.srt
4. Publish & Share Dashboards.mp4
4. Publish & Share Dashboards.srt
5. Publish & Share Dashboards Part-2.mp4
5. Publish & Share Dashboards Part-2.srt
6. Publish & Share Dashboards Part-3.mp4
6. Publish & Share Dashboards Part-3.srt
65. Tableau Module 13
1. Tableau Online - Use & Account Creation.mp4
1. Tableau Online - Use & Account Creation.srt
66. Tableau Module 14
1. Create Storylines.mp4
1. Create Storylines.srt
67. Tableau Module 15
1. Create Calculated Fields in a Blend.mp4
1. Create Calculated Fields in a Blend.srt
2. Create Calculated Fields in a Blend Part-2.mp4
2. Create Calculated Fields in a Blend Part-2.srt
68. Tableau Module 16
1. Assigning Geographical Roles to Data Elements.mp4
1. Assigning Geographical Roles to Data Elements.srt
69. Tableau Module 17
1. Export Results from Tableau into other softwares.mp4
1. Export Results from Tableau into other softwares.srt
70. Tableau Module 18
1. Create Data Hierarchies & Drill Downs.mp4
1. Create Data Hierarchies & Drill Downs.srt
71. Tableau Module 19
1. Data Grouping & Custom Territories.mp4
1. Data Grouping & Custom Territories.srt
2. Data Grouping & Custom Territories Part-2.mp4
2. Data Grouping & Custom Territories Part-2.srt
72. Tableau Module 20
1. Adding Actions to Dashboards (filters & highlighting).mp4
1. Adding Actions to Dashboards (filters & highlighting).srt
2. Adding Actions to Dashboards (filters & highlighting) Part-2.mp4
2. Adding Actions to Dashboards (filters & highlighting) Part-2.srt
73. Tableau Module 21
1. Create Dual Axis Charts.mp4
1. Create Dual Axis Charts.srt
2. Aggregation, Granularity, and Level of Detail.mp4
2. Aggregation, Granularity, and Level of Detail.srt
74. Tableau Module 22
1. Work with Time-series Data.mp4
1. Work with Time-series Data.srt
75. Tableau Module 23
1. Analytics tab in Tableau.mp4
1. Analytics tab in Tableau.srt
2. Analytics tab in Tableau Part-2.mp4
2. Analytics tab in Tableau Part-2.srt
3. Analytics tab in Tableau Part-3.mp4
3. Analytics tab in Tableau Part-3.srt
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