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Installing PostgreSQL and pgAdmin in your PC.mp4.mp4.srt | 18.05KB Chapter_2-Installation_and_getting_started/Extra_Files/PGAdmin Error - Reinstalling pgAdmin.pdf | 694.86KB Chapter_3-Fundamental_SQL_Statements/6. CREATE.mp4.mp4 | 46.25MB Chapter_3-Fundamental_SQL_Statements/6. CREATE.mp4.mp4.srt | 15.96KB Chapter_3-Fundamental_SQL_Statements/7. Exercise 1 Create DB and Table.mp4.mp4 | 3.80MB Chapter_3-Fundamental_SQL_Statements/7. Exercise 1 Create DB and Table.mp4.mp4.srt | 2.29KB Chapter_3-Fundamental_SQL_Statements/9. INSERT.mp4.mp4 | 39.07MB Chapter_3-Fundamental_SQL_Statements/9. INSERT.mp4.mp4.srt | 10.34KB Chapter_3-Fundamental_SQL_Statements/10. Import data from File.mp4.mp4 | 21.48MB Chapter_3-Fundamental_SQL_Statements/10. Import data from File.mp4.mp4.srt | 6.20KB Chapter_3-Fundamental_SQL_Statements/11. Exercise 2 Inserting and Importing data.mp4.mp4 | 3.44MB Chapter_3-Fundamental_SQL_Statements/11. Exercise 2 Inserting and Importing data.mp4.mp4.srt | 1.46KB Chapter_3-Fundamental_SQL_Statements/12. SELECT statement.mp4.mp4 | 16.62MB Chapter_3-Fundamental_SQL_Statements/12. SELECT statement.mp4.mp4.srt | 4.71KB Chapter_3-Fundamental_SQL_Statements/13. SELECT DISTINCT.mp4.mp4 | 24.91MB Chapter_3-Fundamental_SQL_Statements/13. SELECT DISTINCT.mp4.mp4.srt | 6.74KB Chapter_3-Fundamental_SQL_Statements/14. WHERE.mp4.mp4 | 17.54MB Chapter_3-Fundamental_SQL_Statements/14. WHERE.mp4.mp4.srt | 4.78KB Chapter_3-Fundamental_SQL_Statements/15. Logical Operators.mp4.mp4 | 27.50MB Chapter_3-Fundamental_SQL_Statements/15. Logical Operators.mp4.mp4.srt | 6.26KB Chapter_3-Fundamental_SQL_Statements/16. Exercise 3 SELECT, WHERE --& Logical.mp4.mp4 | 5.06MB Chapter_3-Fundamental_SQL_Statements/16. Exercise 3 SELECT, WHERE --& Logical.mp4.mp4.srt | 1.96KB Chapter_3-Fundamental_SQL_Statements/17. UPDATE.mp4.mp4 | 22.21MB Chapter_3-Fundamental_SQL_Statements/17. UPDATE.mp4.mp4.srt | 5.63KB Chapter_3-Fundamental_SQL_Statements/18. DELETE.mp4.mp4 | 16.40MB Chapter_3-Fundamental_SQL_Statements/18. DELETE.mp4.mp4.srt | 4.96KB Chapter_3-Fundamental_SQL_Statements/19. ALTER - Part 1.mp4.mp4 | 26.88MB Chapter_3-Fundamental_SQL_Statements/19. ALTER - Part 1.mp4.mp4.srt | 7.69KB Chapter_3-Fundamental_SQL_Statements/20. ALTER - Part 2.mp4.mp4 | 49.17MB Chapter_3-Fundamental_SQL_Statements/20. ALTER - Part 2.mp4.mp4.srt | 11.00KB Chapter_3-Fundamental_SQL_Statements/21. Exercise 4 Update, Delete and Alter Table.mp4.mp4 | 2.84MB Chapter_3-Fundamental_SQL_Statements/21. Exercise 4 Update, Delete and Alter Table.mp4.mp4.srt | 1.48KB Chapter_3-Fundamental_SQL_Statements/Extra_Files/Solution.pdf | 733.87KB Chapter_4-Restore_and_Back_up/22. Restore and Back-up.mp4.mp4 | 42.87MB Chapter_4-Restore_and_Back_up/22. Restore and Back-up.mp4.mp4.srt | 9.69KB Chapter_4-Restore_and_Back_up/23. Debugging restoration issues.mp4.mp4 | 36.22MB Chapter_4-Restore_and_Back_up/23. Debugging restoration issues.mp4.mp4.srt | 11.46KB Chapter_4-Restore_and_Back_up/24. Creating DB using CSV files.mp4.mp4 | 25.79MB Chapter_4-Restore_and_Back_up/24. Creating DB using CSV files.mp4.mp4.srt | 7.44KB Chapter_4-Restore_and_Back_up/26. Exercise 5 Restore and Back-up.mp4.mp4 | 2.26MB Chapter_4-Restore_and_Back_up/26. Exercise 5 Restore and Back-up.mp4.mp4.srt | 1.41KB Chapter_4-Restore_and_Back_up/Extra_Files/Customer.csv | 64.02KB Chapter_4-Restore_and_Back_up/Extra_Files/Product.csv | 139.60KB Chapter_4-Restore_and_Back_up/Extra_Files/Sales.csv | 983.71KB Chapter_5-Selection_commands_Filtering/27. IN.mp4.mp4 | 17.14MB Chapter_5-Selection_commands_Filtering/27. IN.mp4.mp4.srt | 4.87KB Chapter_5-Selection_commands_Filtering/28. BETWEEN.mp4.mp4 | 29.88MB Chapter_5-Selection_commands_Filtering/28. BETWEEN.mp4.mp4.srt | 6.25KB Chapter_5-Selection_commands_Filtering/29. LIKE.mp4.mp4 | 37.37MB Chapter_5-Selection_commands_Filtering/29. LIKE.mp4.mp4.srt | 11.29KB Chapter_5-Selection_commands_Filtering/30. Exercise 6 In, Like --& Between.mp4.mp4 | 3.60MB Chapter_5-Selection_commands_Filtering/30. Exercise 6 In, Like --& Between.mp4.mp4.srt | 1.16KB Chapter_6-Selection_commands_Ordering/31. Side Lecture Commenting in SQL.mp4.mp4 | 6.62MB Chapter_6-Selection_commands_Ordering/31. Side Lecture Commenting in SQL.mp4.mp4.srt | 1.84KB Chapter_6-Selection_commands_Ordering/32. ORDER BY.mp4.mp4 | 39.14MB Chapter_6-Selection_commands_Ordering/32. ORDER BY.mp4.mp4.srt | 9.41KB Chapter_6-Selection_commands_Ordering/33. LIMIT.mp4.mp4 | 16.57MB Chapter_6-Selection_commands_Ordering/33. LIMIT.mp4.mp4.srt | 4.76KB Chapter_6-Selection_commands_Ordering/34. Exercise 7 Sorting.mp4.mp4 | 2.30MB Chapter_6-Selection_commands_Ordering/34. Exercise 7 Sorting.mp4.mp4.srt | 1.03KB Chapter_7-Alias/35. AS.mp4 | 15.57MB Chapter_7-Alias/35. AS.mp4.srt | 4.52KB Chapter_8-Aggregate_Commands/36. COUNT.mp4.mp4 | 24.29MB Chapter_8-Aggregate_Commands/36. COUNT.mp4.mp4.srt | 6.30KB Chapter_8-Aggregate_Commands/37. SUM.mp4.mp4 | 13.99MB Chapter_8-Aggregate_Commands/37. SUM.mp4.mp4.srt | 3.37KB Chapter_8-Aggregate_Commands/38. AVERAGE.mp4.mp4 | 10.93MB Chapter_8-Aggregate_Commands/38. AVERAGE.mp4.mp4.srt | 3.15KB Chapter_8-Aggregate_Commands/39. MIN --& MAX.mp4.mp4 | 16.89MB Chapter_8-Aggregate_Commands/39. MIN --& MAX.mp4.mp4.srt | 4.50KB Chapter_8-Aggregate_Commands/40. Exercise 8 Aggregate functions.mp4.mp4 | 4.67MB Chapter_8-Aggregate_Commands/40. Exercise 8 Aggregate functions.mp4.mp4.srt | 1.88KB Chapter_9-Group_by_Commands/41. GROUP BY.mp4.mp4 | 55.76MB Chapter_9-Group_by_Commands/41. GROUP BY.mp4.mp4.srt | 13.24KB Chapter_9-Group_by_Commands/42. HAVING.mp4.mp4 | 21.52MB Chapter_9-Group_by_Commands/42. HAVING.mp4.mp4.srt | 5.12KB Chapter_9-Group_by_Commands/43. Exercise 9 Group By.mp4.mp4 | 4.17MB Chapter_9-Group_by_Commands/43. Exercise 9 Group By.mp4.mp4.srt | 1.81KB Chapter_10-Conditional_Statement/44. CASE WHEN.mp4 | 19.18MB Chapter_10-Conditional_Statement/44. CASE WHEN.mp4.srt | 5.99KB Chapter_11-JOINS/45. Introduction to Joins.mp4.mp4 | 9.13MB Chapter_11-JOINS/45. Introduction to Joins.mp4.mp4.srt | 3.71KB Chapter_11-JOINS/46. Concepts of Joining and Combining Data.mp4.mp4 | 52.90MB Chapter_11-JOINS/46. Concepts of Joining and Combining Data.mp4.mp4.srt | 16.43KB Chapter_11-JOINS/47. Preparing the data.mp4.mp4 | 9.94MB Chapter_11-JOINS/47. Preparing the data.mp4.mp4.srt | 2.80KB Chapter_11-JOINS/48. Inner Join.mp4.mp4 | 35.69MB Chapter_11-JOINS/48. Inner Join.mp4.mp4.srt | 9.58KB Chapter_11-JOINS/49. Left Join.mp4.mp4 | 29.12MB Chapter_11-JOINS/49. Left Join.mp4.mp4.srt | 9.38KB Chapter_11-JOINS/50. Right Join.mp4.mp4 | 28.25MB Chapter_11-JOINS/50. Right Join.mp4.mp4.srt | 7.74KB Chapter_11-JOINS/51. Full Outer Join.mp4.mp4 | 24.13MB Chapter_11-JOINS/51. Full Outer Join.mp4.mp4.srt | 5.52KB Chapter_11-JOINS/52. Cross Join.mp4.mp4 | 14.32MB Chapter_11-JOINS/52. Cross Join.mp4.mp4.srt | 5.80KB Chapter_11-JOINS/53. Intersect and Intersect ALL.mp4.mp4 | 22.26MB Chapter_11-JOINS/53. Intersect and Intersect ALL.mp4.mp4.srt | 9.03KB Chapter_11-JOINS/54. Except.mp4.mp4 | 10.16MB Chapter_11-JOINS/54. Except.mp4.mp4.srt | 4.00KB Chapter_11-JOINS/55. Union.mp4.mp4 | 11.76MB Chapter_11-JOINS/55. Union.mp4.mp4.srt | 4.13KB Chapter_11-JOINS/56. Exercise 10 Joins.mp4.mp4 | 4.76MB Chapter_11-JOINS/56. Exercise 10 Joins.mp4.mp4.srt | 1.77KB Chapter_12-Subqueries/57. Subquery in WHERE clause.mp4.mp4 | 19.03MB Chapter_12-Subqueries/57. Subquery in WHERE clause.mp4.mp4.srt | 6.28KB Chapter_12-Subqueries/58. Subquery in FROM clause.mp4.mp4 | 24.94MB Chapter_12-Subqueries/58. Subquery in FROM clause.mp4.mp4.srt | 6.54KB Chapter_12-Subqueries/59. Subquery in SELECT clause.mp4.mp4 | 20.13MB Chapter_12-Subqueries/59. Subquery in SELECT clause.mp4.mp4.srt | 5.50KB Chapter_12-Subqueries/60. Exercise 11 Subqueries.mp4.mp4 | 3.82MB Chapter_12-Subqueries/60. Exercise 11 Subqueries.mp4.mp4.srt | 1.94KB Chapter_13-Fun_way_to_practice_SQL/Video.txt | 79B Chapter_14-Views_and_Indexes/62. VIEWS.mp4.mp4 | 26.84MB Chapter_14-Views_and_Indexes/62. VIEWS.mp4.mp4.srt | 8.91KB Chapter_14-Views_and_Indexes/63. INDEX.mp4.mp4 | 25.49MB Chapter_14-Views_and_Indexes/63. INDEX.mp4.mp4.srt | 9.03KB Chapter_14-Views_and_Indexes/64. Exercise 12 Views.mp4.mp4 | 2.34MB Chapter_14-Views_and_Indexes/64. Exercise 12 Views.mp4.mp4.srt | 1.10KB Chapter_15-String_Functions/65. LENGTH.mp4.mp4 | 11.61MB Chapter_15-String_Functions/65. LENGTH.mp4.mp4.srt | 4.56KB Chapter_15-String_Functions/66. UPPER LOWER.mp4.mp4 | 6.86MB Chapter_15-String_Functions/66. UPPER LOWER.mp4.mp4.srt | 3.10KB Chapter_15-String_Functions/67. REPLACE.mp4.mp4 | 16.26MB Chapter_15-String_Functions/67. REPLACE.mp4.mp4.srt | 5.27KB Chapter_15-String_Functions/68. TRIM, LTRIM, RTRIM.mp4.mp4 | 30.76MB Chapter_15-String_Functions/68. TRIM, LTRIM, RTRIM.mp4.mp4.srt | 9.09KB Chapter_15-String_Functions/69. CONCATENATION.mp4.mp4 | 10.81MB Chapter_15-String_Functions/69. CONCATENATION.mp4.mp4.srt | 3.49KB Chapter_15-String_Functions/70. SUBSTRING.mp4.mp4 | 26.17MB Chapter_15-String_Functions/70. SUBSTRING.mp4.mp4.srt | 7.38KB Chapter_15-String_Functions/71. LIST AGGREGATION.mp4.mp4 | 20.15MB Chapter_15-String_Functions/71. LIST AGGREGATION.mp4.mp4.srt | 6.14KB Chapter_15-String_Functions/72. Exercise 13 String Functions.mp4.mp4 | 10.51MB Chapter_15-String_Functions/72. Exercise 13 String Functions.mp4.mp4.srt | 3.31KB Chapter_16-Mathematical_Functions/73. CEIL --& FLOOR.mp4.mp4 | 12.19MB Chapter_16-Mathematical_Functions/73. CEIL --& FLOOR.mp4.mp4.srt | 4.20KB Chapter_16-Mathematical_Functions/74. RANDOM.mp4.mp4 | 17.97MB Chapter_16-Mathematical_Functions/74. RANDOM.mp4.mp4.srt | 6.45KB Chapter_16-Mathematical_Functions/75. SETSEED.mp4.mp4 | 13.73MB Chapter_16-Mathematical_Functions/75. SETSEED.mp4.mp4.srt | 4.64KB Chapter_16-Mathematical_Functions/76. ROUND.mp4.mp4 | 10.05MB Chapter_16-Mathematical_Functions/76. ROUND.mp4.mp4.srt | 2.71KB Chapter_16-Mathematical_Functions/77. POWER.mp4.mp4 | 7.71MB Chapter_16-Mathematical_Functions/77. POWER.mp4.mp4.srt | 2.79KB Chapter_16-Mathematical_Functions/78. Exercise 14 Mathematical Functions.mp4.mp4 | 6.10MB Chapter_16-Mathematical_Functions/78. Exercise 14 Mathematical Functions.mp4.mp4.srt | 1.94KB Chapter_17-Date_Time_Functions/79. CURRENT DATE --& TIME.mp4.mp4 | 19.32MB Chapter_17-Date_Time_Functions/79. CURRENT DATE --& TIME.mp4.mp4.srt | 5.95KB Chapter_17-Date_Time_Functions/80. AGE.mp4.mp4 | 16.42MB Chapter_17-Date_Time_Functions/80. AGE.mp4.mp4.srt | 4.06KB Chapter_17-Date_Time_Functions/81. EXTRACT.mp4.mp4 | 36.89MB Chapter_17-Date_Time_Functions/81. EXTRACT.mp4.mp4.srt | 9.50KB Chapter_17-Date_Time_Functions/82. Exercise 15 Date-time functions.mp4.mp4 | 4.10MB Chapter_17-Date_Time_Functions/82. Exercise 15 Date-time functions.mp4.mp4.srt | 1.80KB Chapter_18-Pattern_(String)_Matching/83. PATTERN MATCHING BASICS.mp4.mp4 | 26.08MB Chapter_18-Pattern_(String)_Matching/83. PATTERN MATCHING BASICS.mp4.mp4.srt | 10.60KB Chapter_18-Pattern_(String)_Matching/84. ADVANCE PATTERN MATCHING - Part 1.mp4.mp4 | 34.75MB Chapter_18-Pattern_(String)_Matching/84. ADVANCE PATTERN MATCHING - Part 1.mp4.mp4.srt | 10.68KB Chapter_18-Pattern_(String)_Matching/85. ADVANCE PATTERN MATCHING - Part 2.mp4.mp4 | 23.78MB Chapter_18-Pattern_(String)_Matching/85. ADVANCE PATTERN MATCHING - Part 2.mp4.mp4.srt | 7.90KB Chapter_18-Pattern_(String)_Matching/86. Exercise 16 Pattern Matching.mp4.mp4 | 4.68MB Chapter_18-Pattern_(String)_Matching/86. Exercise 16 Pattern Matching.mp4.mp4.srt | 1.96KB Chapter_19-Window_Functions/87. Introduction to Window functions.mp4.mp4 | 41.52MB Chapter_19-Window_Functions/87. Introduction to Window functions.mp4.mp4.srt | 15.59KB Chapter_19-Window_Functions/88. Introduction to Row number.mp4.mp4 | 26.41MB Chapter_19-Window_Functions/88. Introduction to Row number.mp4.mp4.srt | 7.30KB Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4 | 111.61MB Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4.srt | 24.15KB Chapter_19-Window_Functions/90. RANK and DENSERANK.mp4.mp4 | 36.36MB Chapter_19-Window_Functions/90. RANK and DENSERANK.mp4.mp4.srt | 8.81KB Chapter_19-Window_Functions/91. NTILE function.mp4.mp4 | 42.08MB Chapter_19-Window_Functions/91. NTILE function.mp4.mp4.srt | 8.31KB Chapter_19-Window_Functions/92. AVERAGE function.mp4.mp4 | 40.72MB Chapter_19-Window_Functions/92. AVERAGE function.mp4.mp4.srt | 9.09KB Chapter_19-Window_Functions/93. COUNT.mp4.mp4 | 20.97MB Chapter_19-Window_Functions/93. COUNT.mp4.mp4.srt | 4.61KB Chapter_19-Window_Functions/94. SUM TOTAL.mp4.mp4 | 58.66MB Chapter_19-Window_Functions/94. SUM TOTAL.mp4.mp4.srt | 14.86KB Chapter_19-Window_Functions/95. RUNNING TOTAL.mp4.mp4 | 40.84MB Chapter_19-Window_Functions/95. RUNNING TOTAL.mp4.mp4.srt | 10.33KB Chapter_19-Window_Functions/96. LAG and LEAD.mp4.mp4 | 46.05MB Chapter_19-Window_Functions/96. LAG and LEAD.mp4.mp4.srt | 9.34KB Chapter_20-COALESCE_Function/97. COALESCE function.mp4 | 28.95MB Chapter_20-COALESCE_Function/97. COALESCE function.mp4.srt | 7.15KB Chapter_21-Data_Type_Conversion_Functions/98. Converting Numbers Date to String.mp4.mp4 | 43.49MB Chapter_21-Data_Type_Conversion_Functions/98. Converting Numbers Date to String.mp4.mp4.srt | 12.65KB Chapter_21-Data_Type_Conversion_Functions/99. Converting String to Numbers Date.mp4.mp4 | 21.01MB Chapter_21-Data_Type_Conversion_Functions/99. Converting String to Numbers Date.mp4.mp4.srt | 6.25KB Chapter_22-User_Access_Control_Functions/100. User Access Control - Part 1.mp4.mp4 | 30.18MB Chapter_22-User_Access_Control_Functions/100. User Access Control - Part 1.mp4.mp4.srt | 9.46KB Chapter_22-User_Access_Control_Functions/101. User Access Control - Part 2.mp4.mp4 | 22.88MB Chapter_22-User_Access_Control_Functions/101. User Access Control - Part 2.mp4.mp4.srt | 6.42KB Chapter_23-Nail_that_interview/102. Tablespace.mp4.mp4 | 21.68MB Chapter_23-Nail_that_interview/102. Tablespace.mp4.mp4.srt | 7.27KB Chapter_23-Nail_that_interview/103. PRIMARY KEY --& FOREIGN KEY.mp4.mp4 | 15.51MB Chapter_23-Nail_that_interview/103. PRIMARY KEY --& FOREIGN KEY.mp4.mp4.srt | 7.21KB Chapter_23-Nail_that_interview/104. ACID compliance.mp4.mp4 | 25.44MB Chapter_23-Nail_that_interview/104. ACID compliance.mp4.mp4.srt | 7.73KB Chapter_23-Nail_that_interview/105. Truncate.mp4.mp4 | 13.06MB Chapter_23-Nail_that_interview/105. Truncate.mp4.mp4.srt | 4.99KB Chapter_24-Looker_Studio/106. Introduction.mp4.mp4 | 7.91MB Chapter_24-Looker_Studio/106. Introduction.mp4.mp4.srt | 3.55KB Chapter_24-Looker_Studio/107. Why Data Studio.mp4.mp4 | 46.77MB Chapter_24-Looker_Studio/107. Why Data Studio.mp4.mp4.srt | 11.32KB Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/108. Data Studio Home Screen --& Dataset vs Data Source.mp4.mp4 | 19.46MB Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/108. Data Studio Home Screen --& Dataset vs Data Source.mp4.mp4.srt | 5.18KB Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/109. Structure of Input data.mp4.mp4 | 4.83MB Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/109. Structure of Input data.mp4.mp4.srt | 1.39KB Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/110. Dimensions vs Measures --(new definition--).mp4.mp4 | 19.13MB Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/110. Dimensions vs Measures --(new definition--).mp4.mp4.srt | 7.38KB Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4 | 56.01MB Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4.srt | 14.50KB Chapter_26-Practical_part_begins_here/113. Adding a data source.mp4.mp4 | 31.25MB Chapter_26-Practical_part_begins_here/113. Adding a data source.mp4.mp4.srt | 7.74KB Chapter_26-Practical_part_begins_here/114. Managing added data source.mp4.mp4 | 47.73MB Chapter_26-Practical_part_begins_here/114. Managing added data source.mp4.mp4.srt | 17.00KB Chapter_27-Charts_to_highlight_numbers/115. Data Table.mp4.mp4 | 46.74MB Chapter_27-Charts_to_highlight_numbers/115. Data Table.mp4.mp4.srt | 12.57KB Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4.mp4 | 57.83MB Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4.mp4.srt | 17.05KB Chapter_27-Charts_to_highlight_numbers/117. Scorecards.mp4.mp4 | 38.03MB Chapter_27-Charts_to_highlight_numbers/117. Scorecards.mp4.mp4.srt | 8.88KB Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/118. Simple Bar and Column chart.mp4.mp4 | 38.98MB Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/118. Simple Bar and Column chart.mp4.mp4.srt | 8.95KB Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/119. Stacked Column chart.mp4.mp4 | 29.47MB Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/119. Stacked Column chart.mp4.mp4.srt | 5.90KB Chapter_29-Charting_maps_of_a_country_continent_or_a_region_Geomaps/120. GeoMap.mp4 | 16.16MB Chapter_29-Charting_maps_of_a_country_continent_or_a_region_Geomaps/120. GeoMap.mp4.srt | 4.17KB Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/121. Time Series.mp4.mp4 | 40.75MB Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/121. Time Series.mp4.mp4.srt | 9.29KB Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/122. Update to Time Series chart.mp4.mp4 | 23.75MB Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/122. Update to Time Series chart.mp4.mp4.srt | 6.63KB Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/123. Line Chart and Combo Chart.mp4.mp4 | 23.78MB Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/123. Line Chart and Combo Chart.mp4.mp4.srt | 5.66KB Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/124. Pie Chart and Donut Chart.mp4.mp4 | 26.78MB Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/124. Pie Chart and Donut Chart.mp4.mp4.srt | 7.26KB Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/125. Stacked Area Charts.mp4.mp4 | 37.71MB Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/125. Stacked Area Charts.mp4.mp4.srt | 9.42KB Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/Extra_Files/Areachart_updated.csv | 3.29KB Chapter_32-Relationship_between_two_or_more_variables_Scatterplots/127. Scatter Plots and Bubble charts.mp4 | 48.65MB Chapter_32-Relationship_between_two_or_more_variables_Scatterplots/127. Scatter Plots and Bubble charts.mp4.srt | 13.00KB Chapter_33-Aggregating_on_two_dimensions_Pivot_tables/128. Pivot tables for cross tabulation.mp4 | 38.97MB Chapter_33-Aggregating_on_two_dimensions_Pivot_tables/128. Pivot tables for cross tabulation.mp4.srt | 8.27KB Chapter_34-All_about_a_single_Metric_Bullet_Chart/129. Bullet Chart.mp4 | 19.19MB Chapter_34-All_about_a_single_Metric_Bullet_Chart/129. Bullet Chart.mp4.srt | 5.16KB Chapter_35-Charts_for_highlighting_heirarchy_TreeMap/130. TreeMaps.mp4 | 21.19MB Chapter_35-Charts_for_highlighting_heirarchy_TreeMap/130. TreeMaps.mp4.srt | 6.16KB Chapter_36-Branding_a_Report/131. Branding a Report Brand Logo and Company Details.mp4.mp4 | 25.80MB Chapter_36-Branding_a_Report/131. Branding a Report Brand Logo and Company Details.mp4.mp4.srt | 6.00KB Chapter_36-Branding_a_Report/132. Brand colors for report branding.mp4.mp4 | 20.87MB Chapter_36-Branding_a_Report/132. Brand colors for report branding.mp4.mp4.srt | 5.60KB Chapter_37-Giving_the_power_to_filter_Data_to_viewers/133. Filter controls for viewers.mp4 | 47.02MB Chapter_37-Giving_the_power_to_filter_Data_to_viewers/133. Filter controls for viewers.mp4.srt | 12.81KB Chapter_38-Add_Videos_Feedback_form_etc_to_your_Report/134. URL Embed to include external content.mp4 | 21.62MB Chapter_38-Add_Videos_Feedback_form_etc_to_your_Report/134. URL Embed to include external content.mp4.srt | 5.34KB Chapter_39-Sometimes_data_is_in_multiple_tables/135. Blending data from multiple tables.mp4.mp4 | 43.08MB Chapter_39-Sometimes_data_is_in_multiple_tables/135. Blending data from multiple tables.mp4.mp4.srt | 12.61KB Chapter_39-Sometimes_data_is_in_multiple_tables/136. Different types of Joins while blending data.mp4.mp4 | 50.51MB Chapter_39-Sometimes_data_is_in_multiple_tables/136. Different types of Joins while blending data.mp4.mp4.srt | 18.17KB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/137. Downloading report as PDF and Page Management.mp4.mp4 | 13.97MB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/137. Downloading report as PDF and Page Management.mp4.mp4.srt | 4.13KB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/138. Sharing report and Data Credentials.mp4.mp4 | 42.54MB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/138. Sharing report and Data Credentials.mp4.mp4.srt | 12.79KB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/139. Sharing report using a link.mp4.mp4 | 13.71MB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/139. Sharing report using a link.mp4.mp4.srt | 3.69KB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/140. Scheduling emails.mp4.mp4 | 16.14MB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/140. Scheduling emails.mp4.mp4.srt | 5.00KB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/141. Embeding report on Website.mp4.mp4 | 10.66MB Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/141. Embeding report on Website.mp4.mp4.srt | 2.85KB Chapter_41-Charting_Best_Practices/142. Highlighting chart message.mp4.mp4 | 13.13MB Chapter_41-Charting_Best_Practices/142. Highlighting chart message.mp4.mp4.srt | 4.62KB Chapter_41-Charting_Best_Practices/143. Eliminating Distractions from the Graph.mp4.mp4 | 20.42MB Chapter_41-Charting_Best_Practices/143. Eliminating Distractions from the Graph.mp4.mp4.srt | 8.52KB Chapter_41-Charting_Best_Practices/144. Avoiding clutter.mp4.mp4 | 18.29MB Chapter_41-Charting_Best_Practices/144. Avoiding clutter.mp4.mp4.srt | 7.46KB Chapter_41-Charting_Best_Practices/145. Avoiding the Spaghetti plot.mp4.mp4 | 18.27MB Chapter_41-Charting_Best_Practices/145. Avoiding the Spaghetti plot.mp4.mp4.srt | 7.11KB Chapter_42-Machine_learning_in_Python/146. Introduction.mp4 | 6.83MB Chapter_42-Machine_learning_in_Python/146. Introduction.mp4.srt | 2.37KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/147. Installing Python and Anaconda.mp4.mp4 | 12.50MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/147. Installing Python and Anaconda.mp4.mp4.srt | 2.99KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/148. Opening Jupyter Notebook.mp4.mp4 | 36.96MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/148. Opening Jupyter Notebook.mp4.mp4.srt | 11.16KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/149. Introduction to Jupyter.mp4.mp4 | 44.55MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/149. Introduction to Jupyter.mp4.mp4.srt | 16.21KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/150. Arithmetic operators in Python Python Basics.mp4.mp4 | 11.94MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/150. Arithmetic operators in Python Python Basics.mp4.mp4.srt | 5.43KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/151. Strings in Python Python Basics.mp4.mp4 | 51.71MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/151. Strings in Python Python Basics.mp4.mp4.srt | 22.19KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/152. Lists, Tuples and Directories Python Basics.mp4.mp4 | 51.76MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/152. Lists, Tuples and Directories Python Basics.mp4.mp4.srt | 22.26KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/153. Working with Numpy Library of Python.mp4.mp4 | 40.64MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/153. Working with Numpy Library of Python.mp4.mp4.srt | 13.50KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/154. Working with Pandas Library of Python.mp4.mp4 | 41.22MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/154. Working with Pandas Library of Python.mp4.mp4.srt | 11.05KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/155. Working with Seaborn Library of Python.mp4.mp4 | 35.16MB Chapter_43-Setting_up_Python_and_Jupyter_notebook/155. Working with Seaborn Library of Python.mp4.mp4.srt | 9.41KB Chapter_43-Setting_up_Python_and_Jupyter_notebook/Extra_Files/Reference+Guide+for+Python+practice.ipynb | 80.21KB Chapter_44-Integrating_ChatGPT_with_Python/157. Integrating ChatGPT with Jupyter Notebook.mp4 | 28.06MB Chapter_44-Integrating_ChatGPT_with_Python/157. Integrating ChatGPT with Jupyter Notebook.mp4.srt | 8.13KB Chapter_44-Integrating_ChatGPT_with_Python/Extra_Files/API.ipynb | 4.65KB Chapter_45-Basics_of_statistics/158. Types of Data.mp4.mp4 | 18.25MB Chapter_45-Basics_of_statistics/158. Types of Data.mp4.mp4.srt | 5.98KB Chapter_45-Basics_of_statistics/159. Types of Statistics.mp4.mp4 | 9.71MB Chapter_45-Basics_of_statistics/159. Types of Statistics.mp4.mp4.srt | 3.82KB Chapter_45-Basics_of_statistics/160. Describing data Graphically.mp4.mp4 | 54.09MB Chapter_45-Basics_of_statistics/160. Describing data Graphically.mp4.mp4.srt | 16.02KB Chapter_45-Basics_of_statistics/161. Measures of Centers.mp4.mp4 | 30.85MB Chapter_45-Basics_of_statistics/161. Measures of Centers.mp4.mp4.srt | 9.65KB Chapter_45-Basics_of_statistics/162. Measures of Dispersion.mp4.mp4 | 19.35MB Chapter_45-Basics_of_statistics/162. Measures of Dispersion.mp4.mp4.srt | 6.38KB Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4 | 78.54MB Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4.srt | 26.23KB Chapter_46-Introduction_to_Machine_Learning/164. Building a Machine Learning Model.mp4.mp4 | 31.36MB Chapter_46-Introduction_to_Machine_Learning/164. Building a Machine Learning Model.mp4.mp4.srt | 11.84KB Chapter_47-Data_Preprocessing/165. Gathering Business Knowledge.mp4.mp4 | 11.98MB Chapter_47-Data_Preprocessing/165. Gathering Business Knowledge.mp4.mp4.srt | 4.19KB Chapter_47-Data_Preprocessing/166. Data Exploration.mp4.mp4 | 13.89MB Chapter_47-Data_Preprocessing/166. Data Exploration.mp4.mp4.srt | 4.68KB Chapter_47-Data_Preprocessing/167. The Dataset and the Data Dictionary.mp4.mp4 | 38.79MB Chapter_47-Data_Preprocessing/167. The Dataset and the Data Dictionary.mp4.mp4.srt | 9.02KB Chapter_47-Data_Preprocessing/168. Importing Data in Python.mp4.mp4 | 23.72MB Chapter_47-Data_Preprocessing/168. Importing Data in Python.mp4.mp4.srt | 7.27KB Chapter_47-Data_Preprocessing/169. Univariate analysis and EDD.mp4.mp4 | 16.31MB Chapter_47-Data_Preprocessing/169. Univariate analysis and EDD.mp4.mp4.srt | 4.32KB Chapter_47-Data_Preprocessing/170. EDD in Python.mp4.mp4 | 54.16MB Chapter_47-Data_Preprocessing/170. EDD in Python.mp4.mp4.srt | 15.24KB Chapter_47-Data_Preprocessing/171. Outlier Treatment.mp4.mp4 | 17.23MB Chapter_47-Data_Preprocessing/171. Outlier Treatment.mp4.mp4.srt | 5.96KB Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4.mp4 | 61.48MB Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4.mp4.srt | 15.77KB Chapter_47-Data_Preprocessing/173. Missing Value Imputation.mp4.mp4 | 15.95MB Chapter_47-Data_Preprocessing/173. Missing Value Imputation.mp4.mp4.srt | 5.07KB Chapter_47-Data_Preprocessing/174. Missing Value Imputation in Python.mp4.mp4 | 22.64MB Chapter_47-Data_Preprocessing/174. Missing Value Imputation in Python.mp4.mp4.srt | 5.48KB Chapter_47-Data_Preprocessing/175. Seasonality in Data.mp4.mp4 | 13.02MB Chapter_47-Data_Preprocessing/175. Seasonality in Data.mp4.mp4.srt | 4.63KB Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4.mp4 | 71.03MB Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4.mp4.srt | 22.76KB Chapter_47-Data_Preprocessing/177. Variable transformation and deletion in Python.mp4.mp4 | 41.67MB Chapter_47-Data_Preprocessing/177. Variable transformation and deletion in Python.mp4.mp4.srt | 9.73KB Chapter_47-Data_Preprocessing/178. Non-usable variables.mp4.mp4 | 16.77MB Chapter_47-Data_Preprocessing/178. Non-usable variables.mp4.mp4.srt | 6.87KB Chapter_47-Data_Preprocessing/179. Dummy variable creation Handling qualitative data.mp4.mp4 | 24.09MB Chapter_47-Data_Preprocessing/179. Dummy variable creation Handling qualitative data.mp4.mp4.srt | 6.65KB Chapter_47-Data_Preprocessing/180. Dummy variable creation in Python.mp4.mp4 | 26.66MB Chapter_47-Data_Preprocessing/180. Dummy variable creation in Python.mp4.mp4.srt | 6.83KB Chapter_47-Data_Preprocessing/181. Correlation Analysis.mp4.mp4 | 45.88MB Chapter_47-Data_Preprocessing/181. Correlation Analysis.mp4.mp4.srt | 13.69KB Chapter_47-Data_Preprocessing/182. Correlation Analysis in Python.mp4.mp4 | 48.18MB Chapter_47-Data_Preprocessing/182. Correlation Analysis in Python.mp4.mp4.srt | 8.52KB Chapter_48-Linear_Regression/183. The Problem Statement.mp4.mp4 | 6.24MB Chapter_48-Linear_Regression/183. The Problem Statement.mp4.mp4.srt | 1.82KB Chapter_48-Linear_Regression/184. Basic Equations and Ordinary Least Squares --(OLS--) method.mp4.mp4 | 30.88MB Chapter_48-Linear_Regression/184. Basic Equations and Ordinary Least Squares --(OLS--) method.mp4.mp4.srt | 12.91KB Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4 | 62.78MB Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4.srt | 19.78KB Chapter_48-Linear_Regression/186. Assessing Model Accuracy RSE and R squared.mp4.mp4 | 31.29MB Chapter_48-Linear_Regression/186. Assessing Model Accuracy RSE and R squared.mp4.mp4.srt | 9.85KB Chapter_48-Linear_Regression/187. Simple Linear Regression in Python.mp4.mp4 | 58.03MB Chapter_48-Linear_Regression/187. Simple Linear Regression in Python.mp4.mp4.srt | 14.60KB Chapter_48-Linear_Regression/188. Multiple Linear Regression.mp4.mp4 | 23.39MB Chapter_48-Linear_Regression/188. Multiple Linear Regression.mp4.mp4.srt | 6.88KB Chapter_48-Linear_Regression/189. The F - statistic.mp4.mp4 | 39.01MB Chapter_48-Linear_Regression/189. The F - statistic.mp4.mp4.srt | 11.29KB Chapter_48-Linear_Regression/190. Interpreting results of Categorical variables.mp4.mp4 | 17.10MB Chapter_48-Linear_Regression/190. Interpreting results of Categorical variables.mp4.mp4.srt | 6.70KB Chapter_48-Linear_Regression/191. Multiple Linear Regression in Python.mp4.mp4 | 57.75MB Chapter_48-Linear_Regression/191. Multiple Linear Regression in Python.mp4.mp4.srt | 16.20KB Chapter_48-Linear_Regression/192. Test-train split.mp4.mp4 | 32.67MB Chapter_48-Linear_Regression/192. Test-train split.mp4.mp4.srt | 12.96KB Chapter_48-Linear_Regression/193. Bias Variance trade-off.mp4.mp4 | 19.52MB Chapter_48-Linear_Regression/193. Bias Variance trade-off.mp4.mp4.srt | 8.34KB Chapter_48-Linear_Regression/194. Test train split in Python.mp4.mp4 | 44.33MB Chapter_48-Linear_Regression/194. Test train split in Python.mp4.mp4.srt | 9.78KB Chapter_48-Linear_Regression/195. Regression models other than OLS.mp4.mp4 | 13.19MB Chapter_48-Linear_Regression/195. Regression models other than OLS.mp4.mp4.srt | 5.64KB Chapter_48-Linear_Regression/196. Subset selection techniques.mp4.mp4 | 56.51MB Chapter_48-Linear_Regression/196. Subset selection techniques.mp4.mp4.srt | 15.98KB Chapter_48-Linear_Regression/197. Shrinkage methods Ridge and Lasso.mp4.mp4 | 25.23MB Chapter_48-Linear_Regression/197. Shrinkage methods Ridge and Lasso.mp4.mp4.srt | 10.30KB Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4 | 109.84MB Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4.srt | 24.31KB Chapter_48-Linear_Regression/199. Heteroscedasticity.mp4.mp4 | 11.10MB Chapter_48-Linear_Regression/199. Heteroscedasticity.mp4.mp4.srt | 3.47KB Chapter_49-Introduction_to_the_classification_Models/200. Three classification models and Data set.mp4.mp4 | 31.44MB Chapter_49-Introduction_to_the_classification_Models/200. Three classification models and Data set.mp4.mp4.srt | 7.63KB Chapter_49-Introduction_to_the_classification_Models/201. Importing the data into Python.mp4.mp4 | 4.63MB Chapter_49-Introduction_to_the_classification_Models/201. Importing the data into Python.mp4.mp4.srt | 2.04KB Chapter_49-Introduction_to_the_classification_Models/202. The problem statements.mp4.mp4 | 9.08MB Chapter_49-Introduction_to_the_classification_Models/202. The problem statements.mp4.mp4.srt | 2.04KB Chapter_49-Introduction_to_the_classification_Models/203. Why can--'t we use Linear Regression.mp4.mp4 | 13.39MB Chapter_49-Introduction_to_the_classification_Models/203. Why can--'t we use Linear Regression.mp4.mp4.srt | 6.32KB Chapter_50-Logistic_Regression/204. Logistic Regression.mp4.mp4 | 26.75MB Chapter_50-Logistic_Regression/204. Logistic Regression.mp4.mp4.srt | 11.62KB Chapter_50-Logistic_Regression/205. Training a Simple Logistic Model in Python.mp4.mp4 | 48.92MB Chapter_50-Logistic_Regression/205. Training a Simple Logistic Model in Python.mp4.mp4.srt | 12.79KB Chapter_50-Logistic_Regression/206. Result of Simple Logistic Regression.mp4.mp4 | 19.25MB Chapter_50-Logistic_Regression/206. Result of Simple Logistic Regression.mp4.mp4.srt | 6.72KB Chapter_50-Logistic_Regression/207. Logistic with multiple predictors.mp4.mp4 | 6.93MB Chapter_50-Logistic_Regression/207. Logistic with multiple predictors.mp4.mp4.srt | 3.41KB Chapter_50-Logistic_Regression/208. Training multiple predictor Logistic model in Python.mp4.mp4 | 23.98MB Chapter_50-Logistic_Regression/208. Training multiple predictor Logistic model in Python.mp4.mp4.srt | 6.96KB Chapter_50-Logistic_Regression/209. Confusion Matrix.mp4.mp4 | 14.16MB Chapter_50-Logistic_Regression/209. Confusion Matrix.mp4.mp4.srt | 5.08KB Chapter_50-Logistic_Regression/210. Creating Confusion Matrix in Python.mp4.mp4 | 46.37MB Chapter_50-Logistic_Regression/210. Creating Confusion Matrix in Python.mp4.mp4.srt | 12.13KB Chapter_50-Logistic_Regression/211. Evaluating performance of model.mp4.mp4 | 28.86MB Chapter_50-Logistic_Regression/211. Evaluating performance of model.mp4.mp4.srt | 10.33KB Chapter_50-Logistic_Regression/212. Evaluating model performance in Python.mp4.mp4 | 9.35MB Chapter_50-Logistic_Regression/212. Evaluating model performance in Python.mp4.mp4.srt | 3.01KB Chapter_51-Linear_Discriminant_Analysis_(LDA)/213. Linear Discriminant Analysis.mp4.mp4 | 32.65MB Chapter_51-Linear_Discriminant_Analysis_(LDA)/213. Linear Discriminant Analysis.mp4.mp4.srt | 13.52KB Chapter_51-Linear_Discriminant_Analysis_(LDA)/214. LDA in Python.mp4.mp4 | 11.96MB Chapter_51-Linear_Discriminant_Analysis_(LDA)/214. LDA in Python.mp4.mp4.srt | 2.89KB Chapter_52-K_Nearest_Neighbors_classifier/215. Test-Train Split.mp4.mp4 | 32.64MB Chapter_52-K_Nearest_Neighbors_classifier/215. Test-Train Split.mp4.mp4.srt | 12.85KB Chapter_52-K_Nearest_Neighbors_classifier/216. Test-Train Split in Python.mp4.mp4 | 41.53MB Chapter_52-K_Nearest_Neighbors_classifier/216. Test-Train Split in Python.mp4.mp4.srt | 9.83KB Chapter_52-K_Nearest_Neighbors_classifier/217. K-Nearest Neighbors classifier.mp4.mp4 | 45.57MB Chapter_52-K_Nearest_Neighbors_classifier/217. K-Nearest Neighbors classifier.mp4.mp4.srt | 13.38KB Chapter_52-K_Nearest_Neighbors_classifier/218. K-Nearest Neighbors in Python Part 1.mp4.mp4 | 31.21MB Chapter_52-K_Nearest_Neighbors_classifier/218. K-Nearest Neighbors in Python Part 1.mp4.mp4.srt | 7.00KB Chapter_52-K_Nearest_Neighbors_classifier/219. K-Nearest Neighbors in Python Part 2.mp4.mp4 | 37.07MB Chapter_52-K_Nearest_Neighbors_classifier/219. K-Nearest Neighbors in Python Part 2.mp4.mp4.srt | 8.41KB Chapter_53-Comparing_results_from_3_models/220. Understanding the results of classification models.mp4.mp4 | 27.47MB Chapter_53-Comparing_results_from_3_models/220. Understanding the results of classification models.mp4.mp4.srt | 8.49KB Chapter_53-Comparing_results_from_3_models/221. Summary of the three models.mp4.mp4 | 16.81MB Chapter_53-Comparing_results_from_3_models/221. Summary of the three models.mp4.mp4.srt | 6.55KB Chapter_54-Simple_Decision_Trees/222. Introduction to Decision trees.mp4.mp4 | 24.01MB Chapter_54-Simple_Decision_Trees/222. Introduction to Decision trees.mp4.mp4.srt | 5.30KB Chapter_54-Simple_Decision_Trees/223. Basics of Decision Trees.mp4.mp4 | 34.23MB Chapter_54-Simple_Decision_Trees/223. Basics of Decision Trees.mp4.mp4.srt | 13.36KB Chapter_54-Simple_Decision_Trees/224. Understanding a Regression Tree.mp4.mp4 | 35.04MB Chapter_54-Simple_Decision_Trees/224. Understanding a Regression Tree.mp4.mp4.srt | 13.85KB Chapter_54-Simple_Decision_Trees/225. The stopping criteria for controlling tree growth.mp4.mp4 | 11.65MB Chapter_54-Simple_Decision_Trees/225. The stopping criteria for controlling tree growth.mp4.mp4.srt | 4.26KB Chapter_54-Simple_Decision_Trees/226. Importing the Data set into Python.mp4.mp4 | 12.00MB Chapter_54-Simple_Decision_Trees/226. Importing the Data set into Python.mp4.mp4.srt | 3.59KB Chapter_54-Simple_Decision_Trees/227. Missing value treatment in Python.mp4.mp4 | 10.37MB Chapter_54-Simple_Decision_Trees/227. Missing value treatment in Python.mp4.mp4.srt | 2.59KB Chapter_54-Simple_Decision_Trees/228. Dummy Variable Creation in Python.mp4.mp4 | 18.14MB Chapter_54-Simple_Decision_Trees/228. Dummy Variable Creation in Python.mp4.mp4.srt | 5.08KB Chapter_54-Simple_Decision_Trees/229. Dependent- Independent Data split in Python.mp4.mp4 | 12.79MB Chapter_54-Simple_Decision_Trees/229. Dependent- Independent Data split in Python.mp4.mp4.srt | 4.53KB Chapter_54-Simple_Decision_Trees/230. Test-Train split in Python.mp4.mp4 | 19.86MB Chapter_54-Simple_Decision_Trees/230. Test-Train split in Python.mp4.mp4.srt | 6.06KB Chapter_54-Simple_Decision_Trees/231. Creating Decision tree in Python.mp4.mp4 | 15.80MB Chapter_54-Simple_Decision_Trees/231. Creating Decision tree in Python.mp4.mp4.srt | 4.63KB Chapter_54-Simple_Decision_Trees/232. Evaluating model performance in Python.mp4.mp4 | 14.75MB Chapter_54-Simple_Decision_Trees/232. Evaluating model performance in Python.mp4.mp4.srt | 5.32KB Chapter_54-Simple_Decision_Trees/233. Plotting decision tree in Python.mp4.mp4 | 21.19MB Chapter_54-Simple_Decision_Trees/233. Plotting decision tree in Python.mp4.mp4.srt | 6.02KB Chapter_54-Simple_Decision_Trees/234. Pruning a tree.mp4.mp4 | 14.71MB Chapter_54-Simple_Decision_Trees/234. Pruning a tree.mp4.mp4.srt | 5.51KB Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4 | 61.59MB Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4.srt | 14.34KB Chapter_55-Simple_Classification_Tree/236. Classification tree.mp4.mp4 | 21.66MB Chapter_55-Simple_Classification_Tree/236. Classification tree.mp4.mp4.srt | 7.83KB Chapter_55-Simple_Classification_Tree/237. The Data set for Classification problem.mp4.mp4 | 11.15MB Chapter_55-Simple_Classification_Tree/237. The Data set for Classification problem.mp4.mp4.srt | 2.17KB Chapter_55-Simple_Classification_Tree/238. Classification tree in Python Preprocessing.mp4.mp4 | 36.20MB Chapter_55-Simple_Classification_Tree/238. Classification tree in Python Preprocessing.mp4.mp4.srt | 10.34KB Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4.mp4 | 65.10MB Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4.mp4.srt | 16.77KB Chapter_55-Simple_Classification_Tree/240. Advantages and Disadvantages of Decision Trees.mp4.mp4 | 5.64MB Chapter_55-Simple_Classification_Tree/240. Advantages and Disadvantages of Decision Trees.mp4.mp4.srt | 2.12KB Chapter_56-Ensemble_technique_1_Bagging/241. Ensemble technique 1 - Bagging.mp4.mp4 | 21.47MB Chapter_56-Ensemble_technique_1_Bagging/241. Ensemble technique 1 - Bagging.mp4.mp4.srt | 8.65KB Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4 | 58.56MB Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4.srt | 13.91KB Chapter_57-Ensemble_technique_2_Random_Forests/243. Ensemble technique 2 - Random Forests.mp4.mp4 | 14.53MB Chapter_57-Ensemble_technique_2_Random_Forests/243. Ensemble technique 2 - Random Forests.mp4.mp4.srt | 5.45KB Chapter_57-Ensemble_technique_2_Random_Forests/244. Ensemble technique 2 - Random Forests in Python.mp4.mp4 | 36.43MB Chapter_57-Ensemble_technique_2_Random_Forests/244. Ensemble technique 2 - Random Forests in Python.mp4.mp4.srt | 7.57KB Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4 | 63.78MB Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4.srt | 15.47KB Chapter_58-Ensemble_technique_3_Boosting/246. Boosting.mp4.mp4 | 24.19MB Chapter_58-Ensemble_technique_3_Boosting/246. Boosting.mp4.mp4.srt | 9.29KB Chapter_58-Ensemble_technique_3_Boosting/247. Ensemble technique 3a - Boosting in Python.mp4.mp4 | 30.71MB Chapter_58-Ensemble_technique_3_Boosting/247. Ensemble technique 3a - Boosting in Python.mp4.mp4.srt | 6.37KB Chapter_58-Ensemble_technique_3_Boosting/248. Ensemble technique 3b - AdaBoost in Python.mp4.mp4 | 23.63MB Chapter_58-Ensemble_technique_3_Boosting/248. Ensemble technique 3b - AdaBoost in Python.mp4.mp4.srt | 4.87KB Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4 | 59.33MB Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4.srt | 12.79KB Chapter_59-Alteryx/250. The Problem Statement.mp4 | 30.93MB Chapter_59-Alteryx/250. The Problem Statement.mp4.srt | 10.29KB Chapter_60-Case_study_and_Alteryx_Installation/251. Installing Alteryx.mp4.mp4 | 23.36MB Chapter_60-Case_study_and_Alteryx_Installation/251. Installing Alteryx.mp4.mp4.srt | 5.35KB Chapter_60-Case_study_and_Alteryx_Installation/252. Alteryx Interface.mp4.mp4 | 33.83MB Chapter_60-Case_study_and_Alteryx_Installation/252. Alteryx Interface.mp4.mp4.srt | 10.34KB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/253. Manually entering data into Alteryx.mp4.mp4 | 33.83MB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/253. Manually entering data into Alteryx.mp4.mp4.srt | 11.92KB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/254. Importing Data from a CSV --(Comma Separated Values--) file.mp4.mp4 | 22.55MB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/254. Importing Data from a CSV --(Comma Separated Values--) file.mp4.mp4.srt | 6.08KB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/255. Importing Data from a TXT --(text--) file.mp4.mp4 | 21.44MB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/255. Importing Data from a TXT --(text--) file.mp4.mp4.srt | 5.13KB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/256. Importing Data from an Excel file.mp4.mp4 | 18.40MB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/256. Importing Data from an Excel file.mp4.mp4.srt | 4.51KB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/257. Importing Data from a ZIP file.mp4.mp4 | 15.07MB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/257. Importing Data from a ZIP file.mp4.mp4.srt | 3.95KB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/258. Importing Data from multiple files in a folder.mp4.mp4 | 36.22MB Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/258. Importing Data from multiple files in a folder.mp4.mp4.srt | 10.02KB Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/260. Extracting from XML.mp4 | 21.09MB Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/260. Extracting from XML.mp4.srt | 4.35KB Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/Extra_Files/ProductXMLFull.csv | 140.38KB Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/Extra_Files/ProductXMLFull.xml | 359.85KB Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/Extra_Files/ProductXMLFull2.xml | 348.88KB Chapter_63-Extracting_from_an_SQL_table/261. Plan for importing sales Data.mp4.mp4 | 10.71MB Chapter_63-Extracting_from_an_SQL_table/261. Plan for importing sales Data.mp4.mp4.srt | 3.63KB Chapter_63-Extracting_from_an_SQL_table/262. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4 | 42.03MB Chapter_63-Extracting_from_an_SQL_table/262. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4.srt | 18.09KB Chapter_63-Extracting_from_an_SQL_table/263. Creating Sales table in SQL.mp4.mp4 | 40.08MB Chapter_63-Extracting_from_an_SQL_table/263. Creating Sales table in SQL.mp4.mp4.srt | 10.79KB Chapter_63-Extracting_from_an_SQL_table/264. Extracting from an SQL table.mp4.mp4 | 34.58MB Chapter_63-Extracting_from_an_SQL_table/264. Extracting from an SQL table.mp4.mp4.srt | 9.98KB Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/265. Storing Data on AWS S3.mp4.mp4 | 26.71MB Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/265. Storing Data on AWS S3.mp4.mp4.srt | 6.39KB Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/266. Importing data from AWS S3.mp4.mp4 | 19.96MB Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/266. Importing data from AWS S3.mp4.mp4.srt | 4.92KB Chapter_65-Merging_Data_Streams/267. Union tool - Merging Customer Data.mp4 | 31.30MB Chapter_65-Merging_Data_Streams/267. Union tool - Merging Customer Data.mp4.srt | 9.26KB Chapter_66-Data_Cleansing_and_Improving_data_quality/268. Find and Replace Tool.mp4.mp4 | 29.43MB Chapter_66-Data_Cleansing_and_Improving_data_quality/268. Find and Replace Tool.mp4.mp4.srt | 7.94KB Chapter_66-Data_Cleansing_and_Improving_data_quality/269. Data Cleaning Tool.mp4.mp4 | 32.65MB Chapter_66-Data_Cleansing_and_Improving_data_quality/269. Data Cleaning Tool.mp4.mp4.srt | 8.09KB Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4 | 55.68MB Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4.srt | 14.14KB Chapter_67-Merging_Sales_and_Product_data/271. Select and Unique Tools- For Removing duplicates from product data.mp4.mp4 | 25.95MB Chapter_67-Merging_Sales_and_Product_data/271. Select and Unique Tools- For Removing duplicates from product data.mp4.mp4.srt | 8.41KB Chapter_67-Merging_Sales_and_Product_data/272. Date Parse - Changing Date format.mp4.mp4 | 28.29MB Chapter_67-Merging_Sales_and_Product_data/272. Date Parse - Changing Date format.mp4.mp4.srt | 8.89KB Chapter_67-Merging_Sales_and_Product_data/273. Select and union - Merging Sales data.mp4.mp4 | 44.45MB Chapter_67-Merging_Sales_and_Product_data/273. Select and union - Merging Sales data.mp4.mp4.srt | 11.58KB Chapter_68-Sampling_Data/274. Select Records Tool.mp4.mp4 | 25.47MB Chapter_68-Sampling_Data/274. Select Records Tool.mp4.mp4.srt | 7.18KB Chapter_68-Sampling_Data/275. Sample Tool.mp4.mp4 | 15.98MB Chapter_68-Sampling_Data/275. Sample Tool.mp4.mp4.srt | 5.68KB Chapter_68-Sampling_Data/276. Random Percent Sample Tool.mp4.mp4 | 22.86MB Chapter_68-Sampling_Data/276. Random Percent Sample Tool.mp4.mp4.srt | 6.50KB Chapter_68-Sampling_Data/277. Train-Validation-Test Split sampling.mp4.mp4 | 31.14MB Chapter_68-Sampling_Data/277. Train-Validation-Test Split sampling.mp4.mp4.srt | 7.99KB Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4.mp4 | 54.18MB Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4.mp4.srt | 14.31KB Chapter_69-Data_Preparation/279. Formula Tool - Conditional Formula for giving category titles.mp4.mp4 | 34.36MB Chapter_69-Data_Preparation/279. Formula Tool - Conditional Formula for giving category titles.mp4.mp4.srt | 7.96KB Chapter_69-Data_Preparation/280. Sort tool - Sorting customer Data based on ID.mp4.mp4 | 17.69MB Chapter_69-Data_Preparation/280. Sort tool - Sorting customer Data based on ID.mp4.mp4.srt | 4.03KB Chapter_69-Data_Preparation/281. Formula Tool - Sales order date --& ship date.mp4.mp4 | 26.93MB Chapter_69-Data_Preparation/281. Formula Tool - Sales order date --& ship date.mp4.mp4.srt | 6.37KB Chapter_69-Data_Preparation/282. Multifield Formula tool - Converting multiple currency fields.mp4.mp4 | 35.88MB Chapter_69-Data_Preparation/282. Multifield Formula tool - Converting multiple currency fields.mp4.mp4.srt | 10.18KB Chapter_69-Data_Preparation/283. Filtering and Sorting - Positive number of days.mp4.mp4 | 30.74MB Chapter_69-Data_Preparation/283. Filtering and Sorting - Positive number of days.mp4.mp4.srt | 6.27KB Chapter_69-Data_Preparation/284. Text to Columns - Splitting Product ID into 3 columns.mp4.mp4 | 28.34MB Chapter_69-Data_Preparation/284. Text to Columns - Splitting Product ID into 3 columns.mp4.mp4.srt | 8.08KB Chapter_70-Outputting_Cleaned_Data/285. Outputting Clean Customer --& Product Data.mp4 | 26.48MB Chapter_70-Outputting_Cleaned_Data/285. Outputting Clean Customer --& Product Data.mp4.srt | 5.73KB Chapter_71-Merging_tables_to_create_a_datamart/286. The Joining Tool - Adding customer and Product data to Sales table.mp4.mp4 | 89.48MB Chapter_71-Merging_tables_to_create_a_datamart/286. The Joining Tool - Adding customer and Product data to Sales table.mp4.mp4.srt | 27.59KB Chapter_71-Merging_tables_to_create_a_datamart/287. Extracting more info from the Date values.mp4.mp4 | 30.46MB Chapter_71-Merging_tables_to_create_a_datamart/287. Extracting more info from the Date values.mp4.mp4.srt | 6.76KB Chapter_72-Performing_Analytics_Transformation_on_Datamart/288. The Summarize tool.mp4.mp4 | 23.36MB Chapter_72-Performing_Analytics_Transformation_on_Datamart/288. The Summarize tool.mp4.mp4.srt | 6.46KB Chapter_72-Performing_Analytics_Transformation_on_Datamart/289. Running Total Tool.mp4.mp4 | 41.42MB Chapter_72-Performing_Analytics_Transformation_on_Datamart/289. Running Total Tool.mp4.mp4.srt | 8.22KB Chapter_72-Performing_Analytics_Transformation_on_Datamart/290. Crosstab tool for creating Pivot tables.mp4.mp4 | 24.81MB Chapter_72-Performing_Analytics_Transformation_on_Datamart/290. Crosstab tool for creating Pivot tables.mp4.mp4.srt | 6.65KB Chapter_72-Performing_Analytics_Transformation_on_Datamart/291. Transpose Tool - the opposite of Cross Tab tool.mp4.mp4 | 30.65MB Chapter_72-Performing_Analytics_Transformation_on_Datamart/291. Transpose Tool - the opposite of Cross Tab tool.mp4.mp4.srt | 7.20KB Chapter_72-Performing_Analytics_Transformation_on_Datamart/292. The Count tool.mp4.mp4 | 10.92MB Chapter_72-Performing_Analytics_Transformation_on_Datamart/292. The Count tool.mp4.mp4.srt | 2.69KB Chapter_73-Creating_a_report_in_Alteryx/293. Introduction to Reporting.mp4.mp4 | 11.49MB Chapter_73-Creating_a_report_in_Alteryx/293. Introduction to Reporting.mp4.mp4.srt | 4.17KB Chapter_73-Creating_a_report_in_Alteryx/294. Interactive Chart tool - Bar chart to show region-wise sales.mp4.mp4 | 30.42MB Chapter_73-Creating_a_report_in_Alteryx/294. Interactive Chart tool - Bar chart to show region-wise sales.mp4.mp4.srt | 13.79KB Chapter_73-Creating_a_report_in_Alteryx/295. Interactive Chart tool - Line chart to show Sales trend.mp4.mp4 | 49.66MB Chapter_73-Creating_a_report_in_Alteryx/295. Interactive Chart tool - Line chart to show Sales trend.mp4.mp4.srt | 18.47KB Chapter_73-Creating_a_report_in_Alteryx/296. Table Tool - Formatting the Pivot table.mp4.mp4 | 33.23MB Chapter_73-Creating_a_report_in_Alteryx/296. Table Tool - Formatting the Pivot table.mp4.mp4.srt | 8.99KB Chapter_73-Creating_a_report_in_Alteryx/297. Text Tool - Adding static text to a report.mp4.mp4 | 20.28MB Chapter_73-Creating_a_report_in_Alteryx/297. Text Tool - Adding static text to a report.mp4.mp4.srt | 5.22KB Chapter_73-Creating_a_report_in_Alteryx/298. Visual Layout tool - Arranging charts, text and tables in a report.mp4.mp4 | 29.96MB Chapter_73-Creating_a_report_in_Alteryx/298. Visual Layout tool - Arranging charts, text and tables in a report.mp4.mp4.srt | 9.24KB Chapter_73-Creating_a_report_in_Alteryx/299. Header tool - Adding header in a report.mp4.mp4 | 14.30MB Chapter_73-Creating_a_report_in_Alteryx/299. Header tool - Adding header in a report.mp4.mp4.srt | 3.88KB Chapter_73-Creating_a_report_in_Alteryx/300. Footer tool - Adding footer to a report.mp4.mp4 | 12.55MB Chapter_73-Creating_a_report_in_Alteryx/300. Footer tool - Adding footer to a report.mp4.mp4.srt | 2.32KB Chapter_73-Creating_a_report_in_Alteryx/301. Rendering tool - rendering report as a PDF, HTML or PNG.mp4.mp4 | 26.71MB Chapter_73-Creating_a_report_in_Alteryx/301. Rendering tool - rendering report as a PDF, HTML or PNG.mp4.mp4.srt | 7.13KB Chapter_73-Creating_a_report_in_Alteryx/302. Email Tool - Sending email with Alteryx.mp4.mp4 | 51.21MB Chapter_73-Creating_a_report_in_Alteryx/302. Email Tool - Sending email with Alteryx.mp4.mp4.srt | 14.27KB Chapter_73-Creating_a_report_in_Alteryx/303. Image tool - Adding image to a report.mp4.mp4 | 12.73MB Chapter_73-Creating_a_report_in_Alteryx/303. Image tool - Adding image to a report.mp4.mp4.srt | 3.31KB Chapter_73-Creating_a_report_in_Alteryx/304. Layout tool - Arranging charts, text or tables in a report.mp4.mp4 | 24.39MB Chapter_73-Creating_a_report_in_Alteryx/304. Layout tool - Arranging charts, text or tables in a report.mp4.mp4.srt | 6.73KB Chapter_74-Scheduling_a_workflow_in_Alteryx/305. Schedule and Automate Alteryx workflow.mp4 | 46.67MB Chapter_74-Scheduling_a_workflow_in_Alteryx/305. Schedule and Automate Alteryx workflow.mp4.srt | 13.14KB Chapter_75-Congratulations_and_about_your_certificate/307. The final milestone!.mp4 | 6.86MB Chapter_75-Congratulations_and_about_your_certificate/307. The final milestone!.mp4.srt | 2.06KB

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