Udemy - Data Science in Marketing An Introduction Course 2021

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1. Introduction
• 1. Course structure.mp4 (11.5 MB)
• 1. Course structure.srt (1.7 KB)
• 10. Applying Data Transformation.mp4 (56.4 MB)
• 10. Applying Data Transformation.srt (5.6 KB)
• 10.1 Applying_Data_Transformation.ipynb (17.0 KB)
• 2. How To Make The Most Out Of This Course.mp4 (8.2 MB)
• 2. How To Make The Most Out Of This Course.srt (2.4 KB)
• 3. Important note on tool.mp4 (5.1 MB)
• 3. Important note on tool.srt (1.7 KB)
• 4. Introduction to Data Models and Structured Data.mp4 (88.8 MB)
• 4. Introduction to Data Models and Structured Data.srt (9.5 KB)
• 5. Introduction to Pandas.mp4 (61.1 MB)
• 5. Introduction to Pandas.srt (8.5 KB)
• 6. Importing JSON Files into pandas.mp4 (38.7 MB)
• 6. Importing JSON Files into pandas.srt (4.3 KB)
• 6.1 Importing_JSON_Files_into_pandas.ipynb (14.8 KB)
• 7. Identifying Semi-Structured and Unstructured Data.mp4 (86.4 MB)
• 7. Identifying Semi-Structured and Unstructured Data.srt (8.3 KB)
• 7.1 Identifying_Semi_Structured_and_Unstructured_Data.ipynb (24.4 KB)
• 8. Creating and Modifying Test Dataframes.mp4 (104.6 MB)
• 8. Creating and Modifying Test Dataframes.srt (10.3 KB)
• 8.1 Creating_and_modifying_Test_dataframes.ipynb (29.2 KB)
• 9. Combining DataFrame and Handling Missing Values.mp4 (58.7 MB)
• 9. Combining DataFrame and Handling Missing Values.srt (6.3 KB)
• 9.1 Combining_DataFrames_and_Handling_Missing_Values.ipynb (13.4 KB)
Marketing_Course_With_Data_Science_Part1
• data.csv (1.0 KB)
• sales.xlsx (10.6 MB)
• user_info.json (8.2 KB)
2. Key Performance Indicators and Visualizations
• 1. Data Science and Marketing.mp4 (182.9 MB)
• 1. Data Science and Marketing.srt (21.1 KB)
• 2. Introduction to Key Performance Indicators and Visualizations.mp4 (92.9 MB)
• 2. Introduction to Key Performance Indicators and Visualizations.srt (11.7 KB)
• 3. Computing and visualizing KPIs.mp4 (46.3 MB)
• 3. Computing and visualizing KPIs.srt (4.4 KB)
• 3.1 bank-additional-full.csv (5.6 MB)
• 4. Aggregate conversion rate.mp4 (39.6 MB)
• 4. Aggregate conversion rate.srt (3.3 KB)
• 4.1 Computing_and_visualizing_KPIs.ipynb (13.4 KB)
• 5. Conversion rates by age.mp4 (118.6 MB)
• 5. Conversion rates by age.srt (11.5 KB)
• 5.1 Computing_and_visualizing_KPIs (1).ipynb (82.8 KB)
• 6. Conversion vs non-conversion.mp4 (88.4 MB)
• 6. Conversion vs non-conversion.srt (7.3 KB)
• 6.1 Computing_and_visualizing_KPIs (2).ipynb (132.5 KB)
• 7. Conversions by age and marital status.mp4 (64.4 MB)
• 7. Conversions by age and marital status.srt (6.0 KB)
• 7.1 Computing_and_visualizing_KPIs (3).ipynb (183.4 KB)
• 8. Summary of the section.mp4 (17.2 MB)
• 8. Summary of the section.srt (2.3 KB)
3. From engagement to conversion
• 1. Introduction.mp4 (63.6 MB)
• 1. Introduction.srt (8.2 KB)
• 10. Interpreting Decision Tree.mp4 (48.8 MB)
• 10. Interpreting Decision Tree.srt (6.2 KB)
• 11. Summary of the project.mp4 (15.9 MB)
• 11. Summary of the project.srt (2.6 KB)
• 2. Decision trees and interpretations.mp4 (78.7 MB)
• 2. Decision trees and interpretations.srt (8.5 KB)
• 2.2 From_Engagement_to_Conversions.ipynb (16.3 KB)
• 3. Conversion rates by job.mp4 (66.6 MB)
• 3. Conversion rates by job.srt (6.6 KB)
• 3.1 From_Engagement_to_Conversions (1).ipynb (41.2 KB)
• 4. Default Rates by Conversions.mp4 (53.7 MB)
• 4. Default Rates by Conversions.srt (5.4 KB)
• 4.1 From_Engagement_to_Conversions (2).ipynb (70.7 KB)
• 5. Bank balances by conversions and Conversion rates by number of contacts.mp4 (85.1 MB)
• 5. Bank balances by conversions and Conversion rates by number of contacts.srt (8.4 KB)
• 5.1 From_Engagement_to_Conversions (3).ipynb (143.8 KB)
• 6. Encoding Months.mp4 (43.8 MB)
• 6. Encoding Months.srt (4.8 KB)
• 6.1 From_Engagement_to_Conversions (4).ipynb (148.0 KB)
• 7. Encoding Jobs.mp4 (56.3 MB)
• 7. Encoding Jobs.srt (5.6 KB)
• 7.1 From_Engagement_to_Conversions (5).ipynb (165.3 KB)
• 8. Encoding marital and the housing and loan variables.mp4 (66.9 MB)
• 8. Encoding marital and the housing and loan variables.srt (6.1 KB)
• 8.1 From_Engagement_to_Conversions (6).ipynb (191.1 KB)
• 9. Building decision trees.mp4 (111.6 MB)
• 9. Building decision trees.srt (10.1 KB)
• 9.1 From_Engagement_to_Conversions (7).ipynb (241.4 KB)
• bank-full.csv (4.4 MB)
• bank-names.txt (3.8 KB)
• bank.csv (450.7 KB)
4. Product analytics
• 1. Introduction.mp4 (63.4 MB)
• 1. Introduction.srt (7.6 KB)
• 2. Product analytics Implementation Part 1.mp4 (177.1 MB)
• 2. Product analytics Implementation Part 1.srt (17.1 KB)
• 2.1 Online Retail.xlsx (22.6 MB)
• 3. Product analytics Implementation Part 2.mp4 (99.9 MB)
• 3. Product analytics Implementation Part 2.srt (8.8 KB)
• 3.1 Product_Analytics_Implementation.ipynb (139.8 KB)
• 4. Repeat customers Implementation.mp4 (113.8 MB)
• 4. Repeat customers Implementation.srt (9.4 KB)
• 5. Repeat customers Implementation Part 2.mp4 (124.1 MB)
• 5. Repeat customers Implementation Part 2.srt (11.8 KB)
• 5.1 Product_Analytics_Implementation.ipynb (255.2 KB)
• 6. Trending Items over time.mp4 (96.2 MB)
• 6. Trending Items over time.srt (7.8 KB)
• 6.1 Product_Analytics_Implementation.ipynb (255.2 KB)
• 7. Trending Items over time Implementation.mp4 (56.4 MB)
• 7. Trending Items over time Implementation.srt (5.3 KB)
• 8. Analysing Results.mp4 (30.1 MB)
• 8. Analysing Results.srt (3.6 KB)<