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Data Science Skillpath SQL, Looker Studio, ML and Alteryx
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文件列表
Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4
117.0 MB
Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4
115.2 MB
Chapter_71-Merging_tables_to_create_a_datamart/286. The Joining Tool - Adding customer and Product data to Sales table.mp4.mp4
93.8 MB
Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4
82.4 MB
Chapter_47-Data_Preprocessing/176. Bi-variate analysis and Variable transformation.mp4.mp4
74.5 MB
Chapter_55-Simple_Classification_Tree/239. Classification tree in Python Training.mp4.mp4
68.3 MB
Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4
66.9 MB
Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4
65.8 MB
Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4
64.6 MB
Chapter_47-Data_Preprocessing/172. Outlier Treatment in Python.mp4.mp4
64.5 MB
Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4
62.2 MB
Chapter_19-Window_Functions/94. SUM TOTAL.mp4.mp4
61.5 MB
Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4
61.4 MB
Chapter_48-Linear_Regression/187. Simple Linear Regression in Python.mp4.mp4
60.8 MB
Chapter_27-Charts_to_highlight_numbers/116. Styling tab for data table.mp4.mp4
60.6 MB
Chapter_48-Linear_Regression/191. Multiple Linear Regression in Python.mp4.mp4
60.6 MB
Chapter_48-Linear_Regression/196. Subset selection techniques.mp4.mp4
59.3 MB
Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4
58.7 MB
Chapter_9-Group_by_Commands/41. GROUP BY.mp4.mp4
58.5 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4
58.4 MB
Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4.mp4
56.8 MB
Chapter_47-Data_Preprocessing/170. EDD in Python.mp4.mp4
56.8 MB
Chapter_45-Basics_of_statistics/160. Describing data Graphically.mp4.mp4
56.7 MB
Chapter_11-JOINS/46. Concepts of Joining and Combining Data.mp4.mp4
55.5 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/152. Lists, Tuples and Directories Python Basics.mp4.mp4
54.3 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/151. Strings in Python Python Basics.mp4.mp4
54.2 MB
Chapter_73-Creating_a_report_in_Alteryx/302. Email Tool - Sending email with Alteryx.mp4.mp4
53.7 MB
Chapter_39-Sometimes_data_is_in_multiple_tables/136. Different types of Joins while blending data.mp4.mp4
53.0 MB
Chapter_73-Creating_a_report_in_Alteryx/295. Interactive Chart tool - Line chart to show Sales trend.mp4.mp4
52.1 MB
Chapter_3-Fundamental_SQL_Statements/20. ALTER - Part 2.mp4.mp4
51.6 MB
Chapter_50-Logistic_Regression/205. Training a Simple Logistic Model in Python.mp4.mp4
51.3 MB
Chapter_32-Relationship_between_two_or_more_variables_Scatterplots/127. Scatter Plots and Bubble charts.mp4
51.0 MB
Chapter_47-Data_Preprocessing/182. Correlation Analysis in Python.mp4.mp4
50.5 MB
Chapter_26-Practical_part_begins_here/114. Managing added data source.mp4.mp4
50.0 MB
Chapter_37-Giving_the_power_to_filter_Data_to_viewers/133. Filter controls for viewers.mp4
49.3 MB
Chapter_24-Looker_Studio/107. Why Data Studio.mp4.mp4
49.0 MB
Chapter_27-Charts_to_highlight_numbers/115. Data Table.mp4.mp4
49.0 MB
Chapter_74-Scheduling_a_workflow_in_Alteryx/305. Schedule and Automate Alteryx workflow.mp4
48.9 MB
Chapter_50-Logistic_Regression/210. Creating Confusion Matrix in Python.mp4.mp4
48.6 MB
Chapter_3-Fundamental_SQL_Statements/6. CREATE.mp4.mp4
48.5 MB
Chapter_19-Window_Functions/96. LAG and LEAD.mp4.mp4
48.3 MB
Chapter_47-Data_Preprocessing/181. Correlation Analysis.mp4.mp4
48.1 MB
Chapter_52-K_Nearest_Neighbors_classifier/217. K-Nearest Neighbors classifier.mp4.mp4
47.8 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/149. Introduction to Jupyter.mp4.mp4
46.7 MB
Chapter_67-Merging_Sales_and_Product_data/273. Select and union - Merging Sales data.mp4.mp4
46.6 MB
Chapter_48-Linear_Regression/194. Test train split in Python.mp4.mp4
46.5 MB
Chapter_21-Data_Type_Conversion_Functions/98. Converting Numbers Date to String.mp4.mp4
45.6 MB
Chapter_39-Sometimes_data_is_in_multiple_tables/135. Blending data from multiple tables.mp4.mp4
45.2 MB
Chapter_4-Restore_and_Back_up/22. Restore and Back-up.mp4.mp4
45.0 MB
Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/138. Sharing report and Data Credentials.mp4.mp4
44.6 MB
Chapter_19-Window_Functions/91. NTILE function.mp4.mp4
44.1 MB
Chapter_63-Extracting_from_an_SQL_table/262. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4
44.1 MB
Chapter_2-Installation_and_getting_started/4. Installing PostgreSQL and pgAdmin in your PC.mp4.mp4
43.9 MB
Chapter_47-Data_Preprocessing/177. Variable transformation and deletion in Python.mp4.mp4
43.7 MB
Chapter_52-K_Nearest_Neighbors_classifier/216. Test-Train Split in Python.mp4.mp4
43.5 MB
Chapter_19-Window_Functions/87. Introduction to Window functions.mp4.mp4
43.5 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/289. Running Total Tool.mp4.mp4
43.4 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/154. Working with Pandas Library of Python.mp4.mp4
43.2 MB
Chapter_19-Window_Functions/95. RUNNING TOTAL.mp4.mp4
42.8 MB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/121. Time Series.mp4.mp4
42.7 MB
Chapter_19-Window_Functions/92. AVERAGE function.mp4.mp4
42.7 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/153. Working with Numpy Library of Python.mp4.mp4
42.6 MB
Chapter_63-Extracting_from_an_SQL_table/263. Creating Sales table in SQL.mp4.mp4
42.0 MB
Chapter_6-Selection_commands_Ordering/32. ORDER BY.mp4.mp4
41.0 MB
Chapter_3-Fundamental_SQL_Statements/9. INSERT.mp4.mp4
41.0 MB
Chapter_48-Linear_Regression/189. The F - statistic.mp4.mp4
40.9 MB
Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/118. Simple Bar and Column chart.mp4.mp4
40.9 MB
Chapter_33-Aggregating_on_two_dimensions_Pivot_tables/128. Pivot tables for cross tabulation.mp4
40.9 MB
Chapter_47-Data_Preprocessing/167. The Dataset and the Data Dictionary.mp4.mp4
40.7 MB
Chapter_27-Charts_to_highlight_numbers/117. Scorecards.mp4.mp4
39.9 MB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/125. Stacked Area Charts.mp4.mp4
39.5 MB
Chapter_5-Selection_commands_Filtering/29. LIKE.mp4.mp4
39.2 MB
Chapter_52-K_Nearest_Neighbors_classifier/219. K-Nearest Neighbors in Python Part 2.mp4.mp4
38.9 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/148. Opening Jupyter Notebook.mp4.mp4
38.8 MB
Chapter_17-Date_Time_Functions/81. EXTRACT.mp4.mp4
38.7 MB
Chapter_57-Ensemble_technique_2_Random_Forests/244. Ensemble technique 2 - Random Forests in Python.mp4.mp4
38.2 MB
Chapter_19-Window_Functions/90. RANK and DENSERANK.mp4.mp4
38.1 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/258. Importing Data from multiple files in a folder.mp4.mp4
38.0 MB
Chapter_4-Restore_and_Back_up/23. Debugging restoration issues.mp4.mp4
38.0 MB
Chapter_55-Simple_Classification_Tree/238. Classification tree in Python Preprocessing.mp4.mp4
38.0 MB
Chapter_69-Data_Preparation/282. Multifield Formula tool - Converting multiple currency fields.mp4.mp4
37.6 MB
Chapter_11-JOINS/48. Inner Join.mp4.mp4
37.4 MB
Chapter_43-Setting_up_Python_and_Jupyter_notebook/155. Working with Seaborn Library of Python.mp4.mp4
36.9 MB
Chapter_54-Simple_Decision_Trees/224. Understanding a Regression Tree.mp4.mp4
36.7 MB
Chapter_18-Pattern_(String)_Matching/84. ADVANCE PATTERN MATCHING - Part 1.mp4.mp4
36.4 MB
Chapter_63-Extracting_from_an_SQL_table/264. Extracting from an SQL table.mp4.mp4
36.3 MB
Chapter_69-Data_Preparation/279. Formula Tool - Conditional Formula for giving category titles.mp4.mp4
36.0 MB
Chapter_54-Simple_Decision_Trees/223. Basics of Decision Trees.mp4.mp4
35.9 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/253. Manually entering data into Alteryx.mp4.mp4
35.5 MB
Chapter_60-Case_study_and_Alteryx_Installation/252. Alteryx Interface.mp4.mp4
35.5 MB
Chapter_73-Creating_a_report_in_Alteryx/296. Table Tool - Formatting the Pivot table.mp4.mp4
34.8 MB
Chapter_48-Linear_Regression/192. Test-train split.mp4.mp4
34.3 MB
Chapter_51-Linear_Discriminant_Analysis_(LDA)/213. Linear Discriminant Analysis.mp4.mp4
34.2 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/269. Data Cleaning Tool.mp4.mp4
34.2 MB
Chapter_52-K_Nearest_Neighbors_classifier/215. Test-Train Split.mp4.mp4
34.2 MB
Chapter_49-Introduction_to_the_classification_Models/200. Three classification models and Data set.mp4.mp4
33.0 MB
Chapter_46-Introduction_to_Machine_Learning/164. Building a Machine Learning Model.mp4.mp4
32.9 MB
Chapter_65-Merging_Data_Streams/267. Union tool - Merging Customer Data.mp4
32.8 MB
Chapter_48-Linear_Regression/186. Assessing Model Accuracy RSE and R squared.mp4.mp4
32.8 MB
Chapter_26-Practical_part_begins_here/113. Adding a data source.mp4.mp4
32.8 MB
Chapter_52-K_Nearest_Neighbors_classifier/218. K-Nearest Neighbors in Python Part 1.mp4.mp4
32.7 MB
Chapter_68-Sampling_Data/277. Train-Validation-Test Split sampling.mp4.mp4
32.7 MB
Chapter_59-Alteryx/250. The Problem Statement.mp4
32.4 MB
Chapter_48-Linear_Regression/184. Basic Equations and Ordinary Least Squares --(OLS--) method.mp4.mp4
32.4 MB
Chapter_45-Basics_of_statistics/161. Measures of Centers.mp4.mp4
32.3 MB
Chapter_15-String_Functions/68. TRIM, LTRIM, RTRIM.mp4.mp4
32.3 MB
Chapter_69-Data_Preparation/283. Filtering and Sorting - Positive number of days.mp4.mp4
32.2 MB
Chapter_58-Ensemble_technique_3_Boosting/247. Ensemble technique 3a - Boosting in Python.mp4.mp4
32.2 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/291. Transpose Tool - the opposite of Cross Tab tool.mp4.mp4
32.1 MB
Chapter_71-Merging_tables_to_create_a_datamart/287. Extracting more info from the Date values.mp4.mp4
31.9 MB
Chapter_73-Creating_a_report_in_Alteryx/294. Interactive Chart tool - Bar chart to show region-wise sales.mp4.mp4
31.9 MB
Chapter_22-User_Access_Control_Functions/100. User Access Control - Part 1.mp4.mp4
31.6 MB
Chapter_73-Creating_a_report_in_Alteryx/298. Visual Layout tool - Arranging charts, text and tables in a report.mp4.mp4
31.4 MB
Chapter_5-Selection_commands_Filtering/28. BETWEEN.mp4.mp4
31.3 MB
Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/119. Stacked Column chart.mp4.mp4
30.9 MB
Chapter_66-Data_Cleansing_and_Improving_data_quality/268. Find and Replace Tool.mp4.mp4
30.9 MB
Chapter_11-JOINS/49. Left Join.mp4.mp4
30.5 MB
Chapter_20-COALESCE_Function/97. COALESCE function.mp4
30.4 MB
Chapter_50-Logistic_Regression/211. Evaluating performance of model.mp4.mp4
30.3 MB
Chapter_69-Data_Preparation/284. Text to Columns - Splitting Product ID into 3 columns.mp4.mp4
29.7 MB
Chapter_67-Merging_Sales_and_Product_data/272. Date Parse - Changing Date format.mp4.mp4
29.7 MB
Chapter_11-JOINS/50. Right Join.mp4.mp4
29.6 MB
Chapter_44-Integrating_ChatGPT_with_Python/157. Integrating ChatGPT with Jupyter Notebook.mp4
29.4 MB
Chapter_3-Fundamental_SQL_Statements/15. Logical Operators.mp4.mp4
28.8 MB
Chapter_53-Comparing_results_from_3_models/220. Understanding the results of classification models.mp4.mp4
28.8 MB
Chapter_69-Data_Preparation/281. Formula Tool - Sales order date --& ship date.mp4.mp4
28.2 MB
Chapter_3-Fundamental_SQL_Statements/19. ALTER - Part 1.mp4.mp4
28.2 MB
Chapter_14-Views_and_Indexes/62. VIEWS.mp4.mp4
28.1 MB
Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/124. Pie Chart and Donut Chart.mp4.mp4
28.1 MB
Chapter_50-Logistic_Regression/204. Logistic Regression.mp4.mp4
28.0 MB
Chapter_73-Creating_a_report_in_Alteryx/301. Rendering tool - rendering report as a PDF, HTML or PNG.mp4.mp4
28.0 MB
Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/265. Storing Data on AWS S3.mp4.mp4
28.0 MB
Chapter_47-Data_Preprocessing/180. Dummy variable creation in Python.mp4.mp4
28.0 MB
Chapter_70-Outputting_Cleaned_Data/285. Outputting Clean Customer --& Product Data.mp4
27.8 MB
Chapter_19-Window_Functions/88. Introduction to Row number.mp4.mp4
27.7 MB
Chapter_15-String_Functions/70. SUBSTRING.mp4.mp4
27.4 MB
Chapter_18-Pattern_(String)_Matching/83. PATTERN MATCHING BASICS.mp4.mp4
27.3 MB
Chapter_67-Merging_Sales_and_Product_data/271. Select and Unique Tools- For Removing duplicates from product data.mp4.mp4
27.2 MB
Chapter_36-Branding_a_Report/131. Branding a Report Brand Logo and Company Details.mp4.mp4
27.1 MB
Chapter_4-Restore_and_Back_up/24. Creating DB using CSV files.mp4.mp4
27.0 MB
Chapter_14-Views_and_Indexes/63. INDEX.mp4.mp4
26.7 MB
Chapter_68-Sampling_Data/274. Select Records Tool.mp4.mp4
26.7 MB
Chapter_23-Nail_that_interview/104. ACID compliance.mp4.mp4
26.7 MB
Chapter_48-Linear_Regression/197. Shrinkage methods Ridge and Lasso.mp4.mp4
26.5 MB
Chapter_12-Subqueries/58. Subquery in FROM clause.mp4.mp4
26.2 MB
Chapter_3-Fundamental_SQL_Statements/13. SELECT DISTINCT.mp4.mp4
26.1 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/290. Crosstab tool for creating Pivot tables.mp4.mp4
26.0 MB
Chapter_73-Creating_a_report_in_Alteryx/304. Layout tool - Arranging charts, text or tables in a report.mp4.mp4
25.6 MB
Chapter_8-Aggregate_Commands/36. COUNT.mp4.mp4
25.5 MB
Chapter_58-Ensemble_technique_3_Boosting/246. Boosting.mp4.mp4
25.4 MB
Chapter_11-JOINS/51. Full Outer Join.mp4.mp4
25.3 MB
Chapter_47-Data_Preprocessing/179. Dummy variable creation Handling qualitative data.mp4.mp4
25.3 MB
Chapter_54-Simple_Decision_Trees/222. Introduction to Decision trees.mp4.mp4
25.2 MB
Chapter_50-Logistic_Regression/208. Training multiple predictor Logistic model in Python.mp4.mp4
25.1 MB
Chapter_18-Pattern_(String)_Matching/85. ADVANCE PATTERN MATCHING - Part 2.mp4.mp4
24.9 MB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/123. Line Chart and Combo Chart.mp4.mp4
24.9 MB
Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/122. Update to Time Series chart.mp4.mp4
24.9 MB
Chapter_47-Data_Preprocessing/168. Importing Data in Python.mp4.mp4
24.9 MB
Chapter_58-Ensemble_technique_3_Boosting/248. Ensemble technique 3b - AdaBoost in Python.mp4.mp4
24.8 MB
Chapter_48-Linear_Regression/188. Multiple Linear Regression.mp4.mp4
24.5 MB
Chapter_72-Performing_Analytics_Transformation_on_Datamart/288. The Summarize tool.mp4.mp4
24.5 MB
Chapter_60-Case_study_and_Alteryx_Installation/251. Installing Alteryx.mp4.mp4
24.5 MB
Chapter_22-User_Access_Control_Functions/101. User Access Control - Part 2.mp4.mp4
24.0 MB
Chapter_68-Sampling_Data/276. Random Percent Sample Tool.mp4.mp4
24.0 MB
Chapter_47-Data_Preprocessing/174. Missing Value Imputation in Python.mp4.mp4
23.7 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/254. Importing Data from a CSV --(Comma Separated Values--) file.mp4.mp4
23.6 MB
Chapter_11-JOINS/53. Intersect and Intersect ALL.mp4.mp4
23.3 MB
Chapter_3-Fundamental_SQL_Statements/17. UPDATE.mp4.mp4
23.3 MB
Chapter_23-Nail_that_interview/102. Tablespace.mp4.mp4
22.7 MB
Chapter_55-Simple_Classification_Tree/236. Classification tree.mp4.mp4
22.7 MB
Chapter_38-Add_Videos_Feedback_form_etc_to_your_Report/134. URL Embed to include external content.mp4
22.7 MB
Chapter_9-Group_by_Commands/42. HAVING.mp4.mp4
22.6 MB
Chapter_3-Fundamental_SQL_Statements/10. Import data from File.mp4.mp4
22.5 MB
Chapter_56-Ensemble_technique_1_Bagging/241. Ensemble technique 1 - Bagging.mp4.mp4
22.5 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/255. Importing Data from a TXT --(text--) file.mp4.mp4
22.5 MB
Chapter_54-Simple_Decision_Trees/233. Plotting decision tree in Python.mp4.mp4
22.2 MB
Chapter_35-Charts_for_highlighting_heirarchy_TreeMap/130. TreeMaps.mp4
22.2 MB
Chapter_62-DATA_EXTRACTION_Extracting_non_tabular_data/260. Extracting from XML.mp4
22.1 MB
Chapter_21-Data_Type_Conversion_Functions/99. Converting String to Numbers Date.mp4.mp4
22.0 MB
Chapter_19-Window_Functions/93. COUNT.mp4.mp4
22.0 MB
Chapter_36-Branding_a_Report/132. Brand colors for report branding.mp4.mp4
21.9 MB
Chapter_41-Charting_Best_Practices/143. Eliminating Distractions from the Graph.mp4.mp4
21.4 MB
Chapter_73-Creating_a_report_in_Alteryx/297. Text Tool - Adding static text to a report.mp4.mp4
21.3 MB
Chapter_15-String_Functions/71. LIST AGGREGATION.mp4.mp4
21.1 MB
Chapter_12-Subqueries/59. Subquery in SELECT clause.mp4.mp4
21.1 MB
Chapter_64-Storing_and_Retrieving_Data_Cloud_storage/266. Importing data from AWS S3.mp4.mp4
20.9 MB
Chapter_54-Simple_Decision_Trees/230. Test-Train split in Python.mp4.mp4
20.8 MB
Chapter_48-Linear_Regression/193. Bias Variance trade-off.mp4.mp4
20.5 MB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/108. Data Studio Home Screen --& Dataset vs Data Source.mp4.mp4
20.4 MB
Chapter_45-Basics_of_statistics/162. Measures of Dispersion.mp4.mp4
20.3 MB
Chapter_17-Date_Time_Functions/79. CURRENT DATE --& TIME.mp4.mp4
20.3 MB
Chapter_50-Logistic_Regression/206. Result of Simple Logistic Regression.mp4.mp4
20.2 MB
Chapter_34-All_about_a_single_Metric_Bullet_Chart/129. Bullet Chart.mp4
20.1 MB
Chapter_10-Conditional_Statement/44. CASE WHEN.mp4
20.1 MB
Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/110. Dimensions vs Measures --(new definition--).mp4.mp4
20.1 MB
Chapter_12-Subqueries/57. Subquery in WHERE clause.mp4.mp4
20.0 MB
Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/256. Importing Data from an Excel file.mp4.mp4
19.3 MB
Chapter_41-Charting_Best_Practices/144. Avoiding clutter.mp4.mp4
19.2 MB
Chapter_41-Charting_Best_Practices/145. Avoiding the Spaghetti plot.mp4.mp4
19.2 MB
Chapter_45-Basics_of_statistics/158. Types of Data.mp4.mp4
19.1 MB
Chapter_54-Simple_Decision_Trees/228. Dummy Variable Creation in Python.mp4.mp4
19.0 MB
Chapter_16-Mathematical_Functions/74. RANDOM.mp4.mp4
18.8 MB
Chapter_1-Introduction/1. Introduction.mp4
18.6 MB
Chapter_69-Data_Preparation/280. Sort tool - Sorting customer Data based on ID.mp4.mp4
18.6 MB
Chapter_3-Fundamental_SQL_Statements/14. WHERE.mp4.mp4
18.4 MB
Chapter_47-Data_Preprocessing/171. Outlier Treatment.mp4.mp4
18.1 MB
Chapter_5-Selection_commands_Filtering/27. IN.mp4.mp4
18.0 MB
Chapter_48-Linear_Regression/190. Interpreting results of Categorical variables.mp4.mp4
17.9 MB
Chapter_8-Aggregate_Commands/39. MIN --& MAX.mp4.mp4
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Chapter_53-Comparing_results_from_3_models/221. Summary of the three models.mp4.mp4
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Chapter_47-Data_Preprocessing/178. Non-usable variables.mp4.mp4
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Chapter_47-Data_Preprocessing/173. Missing Value Imputation.mp4.mp4
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Chapter_54-Simple_Decision_Trees/231. Creating Decision tree in Python.mp4.mp4
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Chapter_7-Alias/35. AS.mp4
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Chapter_23-Nail_that_interview/103. PRIMARY KEY --& FOREIGN KEY.mp4.mp4
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Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/257. Importing Data from a ZIP file.mp4.mp4
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Chapter_2-Installation_and_getting_started/3. This is a milestone!.mp4.mp4
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Chapter_57-Ensemble_technique_2_Random_Forests/243. Ensemble technique 2 - Random Forests.mp4.mp4
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Chapter_73-Creating_a_report_in_Alteryx/299. Header tool - Adding header in a report.mp4.mp4
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Chapter_50-Logistic_Regression/209. Confusion Matrix.mp4.mp4
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Chapter_49-Introduction_to_the_classification_Models/203. Why can--'t we use Linear Regression.mp4.mp4
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Chapter_48-Linear_Regression/195. Regression models other than OLS.mp4.mp4
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Chapter_23-Nail_that_interview/105. Truncate.mp4.mp4
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Chapter_47-Data_Preprocessing/175. Seasonality in Data.mp4.mp4
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Chapter_54-Simple_Decision_Trees/229. Dependent- Independent Data split in Python.mp4.mp4
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Chapter_73-Creating_a_report_in_Alteryx/303. Image tool - Adding image to a report.mp4.mp4
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Chapter_73-Creating_a_report_in_Alteryx/300. Footer tool - Adding footer to a report.mp4.mp4
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/147. Installing Python and Anaconda.mp4.mp4
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Chapter_16-Mathematical_Functions/73. CEIL --& FLOOR.mp4.mp4
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Chapter_54-Simple_Decision_Trees/226. Importing the Data set into Python.mp4.mp4
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Chapter_47-Data_Preprocessing/165. Gathering Business Knowledge.mp4.mp4
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/150. Arithmetic operators in Python Python Basics.mp4.mp4
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Chapter_48-Linear_Regression/199. Heteroscedasticity.mp4.mp4
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Chapter_1-Introduction/Extra files/Presentations/Part 4 - Alteryx/04_CASE_Study.pdf
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Chapter_46-Introduction_to_Machine_Learning/163. Introduction to Machine Learning.mp4.mp4.srt
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Chapter_48-Linear_Regression/198. Ridge regression and Lasso in Python.mp4.mp4.srt
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Chapter_19-Window_Functions/89. Implementing Row number in SQL.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/152. Lists, Tuples and Directories Python Basics.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/151. Strings in Python Python Basics.mp4.mp4.srt
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Chapter_48-Linear_Regression/185. Assessing accuracy of predicted coefficients.mp4.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/295. Interactive Chart tool - Line chart to show Sales trend.mp4.mp4.srt
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Chapter_39-Sometimes_data_is_in_multiple_tables/136. Different types of Joins while blending data.mp4.mp4.srt
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Chapter_1-Introduction/Extra files/Data files/Part 1 - SQL/All files for Restoring Database/Restore directory/2822.dat.gz
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/149. Introduction to Jupyter.mp4.mp4.srt
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Chapter_45-Basics_of_statistics/160. Describing data Graphically.mp4.mp4.srt
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Chapter_57-Ensemble_technique_2_Random_Forests/245. Using Grid Search in Python.mp4.mp4.srt
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Chapter_26-Practical_part_begins_here/111. Opening Looker Studio and Preparing the Data.mp4.mp4.srt
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Chapter_54-Simple_Decision_Trees/235. Pruning a tree in Python.mp4.mp4.srt
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Chapter_69-Data_Preparation/278. Multifield binning and Tile Tool - To create customer age categories.mp4.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/302. Email Tool - Sending email with Alteryx.mp4.mp4.srt
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Chapter_66-Data_Cleansing_and_Improving_data_quality/270. Autofield and Select Tool - For controlling Field order and data type.mp4.mp4.srt
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Chapter_56-Ensemble_technique_1_Bagging/242. Ensemble technique 1 - Bagging in Python.mp4.mp4.srt
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Chapter_54-Simple_Decision_Trees/224. Understanding a Regression Tree.mp4.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/294. Interactive Chart tool - Bar chart to show region-wise sales.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/181. Correlation Analysis.mp4.mp4.srt
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Chapter_51-Linear_Discriminant_Analysis_(LDA)/213. Linear Discriminant Analysis.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/153. Working with Numpy Library of Python.mp4.mp4.srt
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Chapter_52-K_Nearest_Neighbors_classifier/217. K-Nearest Neighbors classifier.mp4.mp4.srt
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Chapter_54-Simple_Decision_Trees/223. Basics of Decision Trees.mp4.mp4.srt
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Chapter_74-Scheduling_a_workflow_in_Alteryx/305. Schedule and Automate Alteryx workflow.mp4.srt
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Chapter_32-Relationship_between_two_or_more_variables_Scatterplots/127. Scatter Plots and Bubble charts.mp4.srt
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Chapter_52-K_Nearest_Neighbors_classifier/215. Test-Train Split.mp4.mp4.srt
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Chapter_40-Sharing_and_collaborating_on_Data_Studio_report/138. Sharing report and Data Credentials.mp4.mp4.srt
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Chapter_50-Logistic_Regression/205. Training a Simple Logistic Model in Python.mp4.mp4.srt
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Chapter_58-Ensemble_technique_3_Boosting/249. Ensemble technique 3c - XGBoost in Python.mp4.mp4.srt
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Chapter_21-Data_Type_Conversion_Functions/98. Converting Numbers Date to String.mp4.mp4.srt
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Chapter_39-Sometimes_data_is_in_multiple_tables/135. Blending data from multiple tables.mp4.mp4.srt
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Chapter_27-Charts_to_highlight_numbers/115. Data Table.mp4.mp4.srt
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Chapter_50-Logistic_Regression/210. Creating Confusion Matrix in Python.mp4.mp4.srt
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Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/253. Manually entering data into Alteryx.mp4.mp4.srt
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Chapter_46-Introduction_to_Machine_Learning/164. Building a Machine Learning Model.mp4.mp4.srt
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Chapter_1-Introduction/Extra files/Data files/Part 3 - Machine Learning/1. ST Academy - Crash course and Regression files/Movie_collection_test.csv
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Chapter_50-Logistic_Regression/204. Logistic Regression.mp4.mp4.srt
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Chapter_67-Merging_Sales_and_Product_data/273. Select and union - Merging Sales data.mp4.mp4.srt
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Chapter_4-Restore_and_Back_up/23. Debugging restoration issues.mp4.mp4.srt
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Chapter_24-Looker_Studio/107. Why Data Studio.mp4.mp4.srt
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Chapter_48-Linear_Regression/189. The F - statistic.mp4.mp4.srt
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Chapter_5-Selection_commands_Filtering/29. LIKE.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/148. Opening Jupyter Notebook.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/154. Working with Pandas Library of Python.mp4.mp4.srt
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Chapter_3-Fundamental_SQL_Statements/20. ALTER - Part 2.mp4.mp4.srt
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Chapter_63-Extracting_from_an_SQL_table/263. Creating Sales table in SQL.mp4.mp4.srt
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Chapter_18-Pattern_(String)_Matching/84. ADVANCE PATTERN MATCHING - Part 1.mp4.mp4.srt
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Chapter_18-Pattern_(String)_Matching/83. PATTERN MATCHING BASICS.mp4.mp4.srt
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Chapter_55-Simple_Classification_Tree/238. Classification tree in Python Preprocessing.mp4.mp4.srt
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Chapter_60-Case_study_and_Alteryx_Installation/252. Alteryx Interface.mp4.mp4.srt
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Chapter_3-Fundamental_SQL_Statements/9. INSERT.mp4.mp4.srt
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Chapter_19-Window_Functions/95. RUNNING TOTAL.mp4.mp4.srt
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Chapter_50-Logistic_Regression/211. Evaluating performance of model.mp4.mp4.srt
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Chapter_48-Linear_Regression/197. Shrinkage methods Ridge and Lasso.mp4.mp4.srt
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Chapter_59-Alteryx/250. The Problem Statement.mp4.srt
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Chapter_69-Data_Preparation/282. Multifield Formula tool - Converting multiple currency fields.mp4.mp4.srt
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Chapter_61-DATA_EXTRACTION_Extracting_tabular_data/258. Importing Data from multiple files in a folder.mp4.mp4.srt
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Chapter_63-Extracting_from_an_SQL_table/264. Extracting from an SQL table.mp4.mp4.srt
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Chapter_48-Linear_Regression/186. Assessing Model Accuracy RSE and R squared.mp4.mp4.srt
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Chapter_52-K_Nearest_Neighbors_classifier/216. Test-Train Split in Python.mp4.mp4.srt
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Chapter_48-Linear_Regression/194. Test train split in Python.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/177. Variable transformation and deletion in Python.mp4.mp4.srt
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Chapter_4-Restore_and_Back_up/22. Restore and Back-up.mp4.mp4.srt
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Chapter_45-Basics_of_statistics/161. Measures of Centers.mp4.mp4.srt
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Chapter_11-JOINS/48. Inner Join.mp4.mp4.srt
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Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/LookupForStates.xlsx
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Chapter_17-Date_Time_Functions/81. EXTRACT.mp4.mp4.srt
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Chapter_22-User_Access_Control_Functions/100. User Access Control - Part 1.mp4.mp4.srt
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Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/125. Stacked Area Charts.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/155. Working with Seaborn Library of Python.mp4.mp4.srt
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Chapter_6-Selection_commands_Ordering/32. ORDER BY.mp4.mp4.srt
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Chapter_11-JOINS/49. Left Join.mp4.mp4.srt
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Chapter_19-Window_Functions/96. LAG and LEAD.mp4.mp4.srt
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Chapter_30-Charts_to_highlight_trends_Time_series_Line_and_Area_charts/121. Time Series.mp4.mp4.srt
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Chapter_58-Ensemble_technique_3_Boosting/246. Boosting.mp4.mp4.srt
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Chapter_65-Merging_Data_Streams/267. Union tool - Merging Customer Data.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/298. Visual Layout tool - Arranging charts, text and tables in a report.mp4.mp4.srt
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Chapter_15-String_Functions/68. TRIM, LTRIM, RTRIM.mp4.mp4.srt
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Chapter_19-Window_Functions/92. AVERAGE function.mp4.mp4.srt
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Chapter_11-JOINS/53. Intersect and Intersect ALL.mp4.mp4.srt
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Chapter_14-Views_and_Indexes/63. INDEX.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/167. The Dataset and the Data Dictionary.mp4.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/296. Table Tool - Formatting the Pivot table.mp4.mp4.srt
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Chapter_28-Charts_for_comparing_categories_Bar_charts_and_stacked_charts/118. Simple Bar and Column chart.mp4.mp4.srt
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Chapter_14-Views_and_Indexes/62. VIEWS.mp4.mp4.srt
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Chapter_67-Merging_Sales_and_Product_data/272. Date Parse - Changing Date format.mp4.mp4.srt
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Chapter_27-Charts_to_highlight_numbers/117. Scorecards.mp4.mp4.srt
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Chapter_1-Introduction/Extra files/Data files/Part 4 - Alteryx/Customer Data/CustomerData_ManualEntry.xlsx
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Chapter_19-Window_Functions/90. RANK and DENSERANK.mp4.mp4.srt
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Chapter_56-Ensemble_technique_1_Bagging/241. Ensemble technique 1 - Bagging.mp4.mp4.srt
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Chapter_41-Charting_Best_Practices/143. Eliminating Distractions from the Graph.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/182. Correlation Analysis in Python.mp4.mp4.srt
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Chapter_53-Comparing_results_from_3_models/220. Understanding the results of classification models.mp4.mp4.srt
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Chapter_52-K_Nearest_Neighbors_classifier/219. K-Nearest Neighbors in Python Part 2.mp4.mp4.srt
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Chapter_67-Merging_Sales_and_Product_data/271. Select and Unique Tools- For Removing duplicates from product data.mp4.mp4.srt
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Chapter_48-Linear_Regression/193. Bias Variance trade-off.mp4.mp4.srt
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Chapter_19-Window_Functions/91. NTILE function.mp4.mp4.srt
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Chapter_33-Aggregating_on_two_dimensions_Pivot_tables/128. Pivot tables for cross tabulation.mp4.srt
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Chapter_72-Performing_Analytics_Transformation_on_Datamart/289. Running Total Tool.mp4.mp4.srt
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Chapter_44-Integrating_ChatGPT_with_Python/157. Integrating ChatGPT with Jupyter Notebook.mp4.srt
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Chapter_66-Data_Cleansing_and_Improving_data_quality/269. Data Cleaning Tool.mp4.mp4.srt
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Chapter_69-Data_Preparation/284. Text to Columns - Splitting Product ID into 3 columns.mp4.mp4.srt
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Chapter_68-Sampling_Data/277. Train-Validation-Test Split sampling.mp4.mp4.srt
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Chapter_69-Data_Preparation/279. Formula Tool - Conditional Formula for giving category titles.mp4.mp4.srt
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Chapter_66-Data_Cleansing_and_Improving_data_quality/268. Find and Replace Tool.mp4.mp4.srt
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Chapter_18-Pattern_(String)_Matching/85. ADVANCE PATTERN MATCHING - Part 2.mp4.mp4.srt
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Chapter_55-Simple_Classification_Tree/236. Classification tree.mp4.mp4.srt
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Chapter_26-Practical_part_begins_here/113. Adding a data source.mp4.mp4.srt
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Chapter_11-JOINS/50. Right Join.mp4.mp4.srt
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Chapter_23-Nail_that_interview/104. ACID compliance.mp4.mp4.srt
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Chapter_3-Fundamental_SQL_Statements/19. ALTER - Part 1.mp4.mp4.srt
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Chapter_49-Introduction_to_the_classification_Models/200. Three classification models and Data set.mp4.mp4.srt
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Chapter_57-Ensemble_technique_2_Random_Forests/244. Ensemble technique 2 - Random Forests in Python.mp4.mp4.srt
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Chapter_1-Introduction/Extra files/Data files/Code files and others/3. ST Academy - Decision Trees resource files/R Code/tree_R.R
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Chapter_41-Charting_Best_Practices/144. Avoiding clutter.mp4.mp4.srt
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Chapter_4-Restore_and_Back_up/24. Creating DB using CSV files.mp4.mp4.srt
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Chapter_25-Terminologies_and_Theoretica_concepts_for_Data_Studio/110. Dimensions vs Measures --(new definition--).mp4.mp4.srt
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Chapter_15-String_Functions/70. SUBSTRING.mp4.mp4.srt
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Chapter_19-Window_Functions/88. Introduction to Row number.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/168. Importing Data in Python.mp4.mp4.srt
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Chapter_23-Nail_that_interview/102. Tablespace.mp4.mp4.srt
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Chapter_31-Highlight_contribution_to_total_Pie_chart_and_Donut_Chart/124. Pie Chart and Donut Chart.mp4.mp4.srt
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Chapter_23-Nail_that_interview/103. PRIMARY KEY --& FOREIGN KEY.mp4.mp4.srt
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Chapter_72-Performing_Analytics_Transformation_on_Datamart/291. Transpose Tool - the opposite of Cross Tab tool.mp4.mp4.srt
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Chapter_68-Sampling_Data/274. Select Records Tool.mp4.mp4.srt
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Chapter_20-COALESCE_Function/97. COALESCE function.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/301. Rendering tool - rendering report as a PDF, HTML or PNG.mp4.mp4.srt
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Chapter_41-Charting_Best_Practices/145. Avoiding the Spaghetti plot.mp4.mp4.srt
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Chapter_52-K_Nearest_Neighbors_classifier/218. K-Nearest Neighbors in Python Part 1.mp4.mp4.srt
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Chapter_50-Logistic_Regression/208. Training multiple predictor Logistic model in Python.mp4.mp4.srt
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Chapter_48-Linear_Regression/188. Multiple Linear Regression.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/178. Non-usable variables.mp4.mp4.srt
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Chapter_47-Data_Preprocessing/180. Dummy variable creation in Python.mp4.mp4.srt
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Chapter_71-Merging_tables_to_create_a_datamart/287. Extracting more info from the Date values.mp4.mp4.srt
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Chapter_3-Fundamental_SQL_Statements/13. SELECT DISTINCT.mp4.mp4.srt
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Chapter_73-Creating_a_report_in_Alteryx/304. Layout tool - Arranging charts, text or tables in a report.mp4.mp4.srt
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Chapter_50-Logistic_Regression/206. Result of Simple Logistic Regression.mp4.mp4.srt
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Chapter_43-Setting_up_Python_and_Jupyter_notebook/150. Arithmetic operators in Python Python Basics.mp4.mp4.srt
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