| 1. Part 1 Introduction | |||
| 1. What Does the Course Cover.mp4 | 55.09 MB | ||
| 1. What Does the Course Cover.srt | 5.02 KB | ||
| 1.1 BI - FAQ.pdf.pdf | 1.11 MB | ||
| 1.2 Course Resources - Complete Package.html | 134 B | ||
| 10. Statistics - Descriptive Statistics | |||
| 1. Types of Data.mp4 | 72.48 MB | ||
| 1. Types of Data.srt | 5.95 KB | ||
| 1.1 Course notes_descriptive_statistics.pdf.pdf | 482.21 KB | ||
| 10. Numerical Variables Exercise.html | 81 B | ||
| 10.1 2.4. Numerical variables. Frequency distribution table_exercise_solution.xlsx.xlsx | 13.15 KB | ||
| 10.2 2.4. Numerical variables. Frequency distribution table_exercise.xlsx.xlsx | 11.75 KB | ||
| 11. The Histogram.mp4 | 13.8 MB | ||
| 11. The Histogram.srt | 3.01 KB | ||
| 11.1 2.5. The Histogram_lesson.xlsx.xlsx | 18.63 KB | ||
| 12. The Histogram.html | 156 B | ||
| 13. Histogram Exercise.html | 81 B | ||
| 13.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf | 289.12 KB | ||
| 13.2 2.5. The Histogram_exercise_solution.xlsx.xlsx | 16.83 KB | ||
| 13.3 2.5. The Histogram_exercise.xlsx.xlsx | 15.5 KB | ||
| 14. Cross Table and Scatter Plot.mp4 | 39.79 MB | ||
| 14. Cross Table and Scatter Plot.srt | 6.68 KB | ||
| 14.1 2.6. Cross table and scatter plot.xlsx.xlsx | 26.12 KB | ||
| 15. Cross Tables and Scatter Plots.html | 156 B | ||
| 16. Cross Tables and Scatter Plots Exercise.html | 81 B | ||
| 16.1 2.6. Cross table and scatter plot_exercise_solution.xlsx.xlsx | 40.44 KB | ||
| 16.2 2.6. Cross table and scatter plot_exercise.xlsx.xlsx | 16.28 KB | ||
| 17. Mean, median and mode.mp4 | 37.1 MB | ||
| 17. Mean, median and mode.srt | 5.73 KB | ||
| 17.1 2.7. Mean, median and mode_lesson.xlsx.xlsx | 10.49 KB | ||
| 18. Mean, Median and Mode Exercise.html | 81 B | ||
| 18.1 2.7. Mean, median and mode_exercise.xlsx.xlsx | 10.87 KB | ||
| 18.2 2.7. Mean, median and mode_exercise_solution.xlsx.xlsx | 11.35 KB | ||
| 19. Skewness.mp4 | 19.44 MB | ||
| 19. Skewness.srt | 3.64 KB | ||
| 19.1 2.8. Skewness_lesson.xlsx.xlsx | 34.63 KB | ||
| 2. Types of data.html | 156 B | ||
| 20. Skewness.html | 156 B | ||
| 21. Skewness Exercise.html | 81 B | ||
| 21.1 2.8. Skewness_exercise_solution.xlsx.xlsx | 19.78 KB | ||
| 21.2 2.8. Skewness_exercise.xlsx.xlsx | 9.49 KB | ||
| 22. Variance.mp4 | 50.95 MB | ||
| 22. Variance.srt | 7.53 KB | ||
| 22.1 2.9. Variance_lesson.xlsx.xlsx | 10.08 KB | ||
| 23. Variance Exercise.html | 81 B | ||
| 23.1 2.9. Variance_exercise_solution.xlsx.xlsx | 11.05 KB | ||
| 23.2 2.9. Variance_exercise.xlsx.xlsx | 10.83 KB | ||
| 24. Standard Deviation and Coefficient of Variation.mp4 | 45.15 MB | ||
| 24. Standard Deviation and Coefficient of Variation.srt | 6.6 KB | ||
| 24.1 2.10. Standard deviation and coefficient of variation_lesson.xlsx.xlsx | 10.97 KB | ||
| 25. Standard deviation.html | 156 B | ||
| 26. Standard Deviation and Coefficient of Variation Exercise.html | 81 B | ||
| 26.1 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx.xlsx | 12.6 KB | ||
| 26.2 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx.xlsx | 11.61 KB | ||
| 27. Covariance.mp4 | 27.52 MB | ||
| 27. Covariance.srt | 4.92 KB | ||
| 27.1 2.11. Covariance_lesson.xlsx.xlsx | 24.92 KB | ||
| 28. Covariance.html | 156 B | ||
| 29. Covariance Exercise.html | 81 B | ||
| 29.1 2.11. Covariance_exercise.xlsx.xlsx | 20.23 KB | ||
| 29.2 2.11. Covariance_exercise_solution.xlsx.xlsx | 29.51 KB | ||
| 3. Levels of Measurement.mp4 | 54.35 MB | ||
| 3. Levels of Measurement.srt | 4.54 KB | ||
| 30. Correlation Coefficient.mp4 | 29.38 MB | ||
| 30. Correlation Coefficient.srt | 4.71 KB | ||
| 30.1 2.12. Correlation_lesson.xlsx.xlsx | 24.99 KB | ||
| 31. Correlation Coefficient.html | 156 B | ||
| 32. Correlation Coefficient Exercise.html | 81 B | ||
| 32.1 2.12. Correlation_exercise_solution.xlsx.xlsx | 29.48 KB | ||
| 32.2 2.12. Correlation_exercise.xlsx.xlsx | 29.3 KB | ||
| 4. Levels of measurement.html | 156 B | ||
| 5. Categorical Variables - Visualization Techniques.mp4 | 38.43 MB | ||
| 5. Categorical Variables - Visualization Techniques.srt | 6.43 KB | ||
| 5.1 2.3. Categorical variables. Visualization techniques_lesson.xlsx.xlsx | 30.58 KB | ||
| 6. Categorical variables. Visualization Techniques.html | 156 B | ||
| 7. Categorical Variables Exercise.html | 81 B | ||
| 7.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf | 289.12 KB | ||
| 7.2 2.3. Categorical variables. Visualization techniques_exercise.xlsx.xlsx | 15.24 KB | ||
| 7.3 2.3. Categorical variables. Visualization techniques_exercise_solution.xlsx.xlsx | 41.11 KB | ||
| 8. Numerical Variables - Frequency Distribution Table.mp4 | 25.83 MB | ||
| 8. Numerical Variables - Frequency Distribution Table.srt | 4.36 KB | ||
| 8.1 2.4. Numerical variables. Frequency distribution table_lesson.xlsx.xlsx | 11.44 KB | ||
| 9. Numerical variables. Using a frequency distribution table.html | 156 B | ||
| 11. Statistics - Practical Example Descriptive Statistics | |||
| 1. Practical Example.mp4 | 160.46 MB | ||
| 1. Practical Example.srt | 20.78 KB | ||
| 1.1 2.13. Practical example. Descriptive statistics_lesson.xlsx.xlsx | 146.51 KB | ||
| 2. Practical Example Exercise.html | 81 B | ||
| 2.1 2.13.Practical-example.Descriptive-statistics-exercise.xlsx.xlsx | 120.28 KB | ||
| 2.2 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx.xlsx | 146.22 KB | ||
| 12. Statistics - Inferential Statistics Fundamentals | |||
| 1. Introduction.mp4 | 15.5 MB | ||
| 1. Introduction.srt | 1.63 KB | ||
| 1.1 Course notes_inferential statistics.pdf.pdf | 382.32 KB | ||
| 10. Central Limit Theorem.html | 156 B | ||
| 11. Standard error.mp4 | 22.75 MB | ||
| 11. Standard error.srt | 22.76 MB | ||
| 12. Standard error.html | 156 B | ||
| 13. Estimators and Estimates.mp4 | 47.85 MB | ||
| 13. Estimators and Estimates.srt | 3.71 KB | ||
| 14. Estimators and Estimates.html | 156 B | ||
| 2. What is a Distribution.mp4 | 61.65 MB | ||
| 2. What is a Distribution.srt | 5.85 KB | ||
| 2.1 3.2. What is a distribution_lesson.xlsx.xlsx | 19.46 KB | ||
| 2.2 Course notes_inferential statistics.pdf.pdf | 382.32 KB | ||
| 3. What is a Distribution.html | 156 B | ||
| 4. The Normal Distribution.mp4 | 49.9 MB | ||
| 4. The Normal Distribution.srt | 4.9 KB | ||
| 5. The Normal Distribution.html | 156 B | ||
| 6. The Standard Normal Distribution.mp4 | 22.5 MB | ||
| 6. The Standard Normal Distribution.srt | 3.94 KB | ||
| 6.1 3.4. Standard normal distribution_lesson.xlsx.xlsx | 10.38 KB | ||
| 7. The Standard Normal Distribution.html | 156 B | ||
| 8. The Standard Normal Distribution Exercise.html | 81 B | ||
| 8.1 3.4.Standard-normal-distribution-exercise.xlsx.xlsx | 11.99 KB | ||
| 8.2 3.4.Standard-normal-distribution-exercise-solution.xlsx.xlsx | 24.04 KB | ||
| 9. Central Limit Theorem.mp4 | 62.9 MB | ||
| 9. Central Limit Theorem.srt | 5.63 KB | ||
| 13. Statistics - Inferential Statistics Confidence Intervals | |||
| 1. What are Confidence Intervals.mp4 | 49.95 MB | ||
| 1. What are Confidence Intervals.srt | 3.26 KB | ||
| 10. Margin of Error.mp4 | 59.22 MB | ||
| 10. Margin of Error.srt | 6.11 KB | ||
| 11. Margin of Error.html | 156 B | ||
| 12. Confidence intervals. Two means. Dependent samples.mp4 | 70.44 MB | ||
| 12. Confidence intervals. Two means. Dependent samples.srt | 8.03 KB | ||
| 12.1 3.13. Confidence intervals. Two means. Dependent samples_lesson.xlsx.xlsx | 10.47 KB | ||
| 13. Confidence intervals. Two means. Dependent samples Exercise.html | 82 B | ||
| 13.1 3.13. Confidence intervals. Two means. Dependent samples_exercise.xlsx.xlsx | 13.74 KB | ||
| 13.2 3.13. Confidence intervals. Two means. Dependent samples_exercise_solution.xlsx.xlsx | 14.24 KB | ||
| 14. Confidence intervals. Two means. Independent samples (Part 1).mp4 | 28.76 MB | ||
| 14. Confidence intervals. Two means. Independent samples (Part 1).srt | 6.07 KB | ||
| 14.1 3.14. Confidence intervals. Two means. Independent samples (Part 1)_lesson.xlsx.xlsx | 9.83 KB | ||
| 15. Confidence intervals. Two means. Independent samples (Part 1) Exercise.html | 82 B | ||
| 15.1 3.14. Confidence intervals. Two means. Independent samples (Part 1)_exercise_solution.xlsx.xlsx | 10.12 KB | ||
| 15.2 3.14. Confidence intervals. Two means. Independent samples (Part 1)_exercise.xlsx.xlsx | 9.83 KB | ||
| 16. Confidence intervals. Two means. Independent samples (Part 2).mp4 | 26.83 MB | ||
| 16. Confidence intervals. Two means. Independent samples (Part 2).srt | 4.51 KB | ||
| 16.1 3.15. Confidence intervals. Two means. Independent samples (Part 2)_lesson.xlsx.xlsx | 9.52 KB | ||
| 17. Confidence intervals. Two means. Independent samples (Part 2) Exercise.html | 82 B | ||
| 17.1 3.15. Confidence intervals. Two means. Independent samples (Part 2)_exercise.xlsx.xlsx | 9.17 KB | ||
| 17.2 3.15. Confidence intervals. Two means. Independent samples (Part 2)_exercise_solution.xlsx.xlsx | 9.79 KB | ||
| 18. Confidence intervals. Two means. Independent samples (Part 3).mp4 | 19.92 MB | ||
| 18. Confidence intervals. Two means. Independent samples (Part 3).srt | 1.96 KB | ||
| 2. What are Confidence Intervals.html | 156 B | ||
| 3. Confidence Intervals; Population Variance Known; z-score.mp4 | 78.18 MB | ||
| 3. Confidence Intervals; Population Variance Known; z-score.srt | 9.8 KB | ||
| 3.1 3.9. Population variance known, z-score_lesson.xlsx.xlsx | 11.21 KB | ||
| 3.2 3.9.The-z-table.xlsx.xlsx | 25.58 KB | ||
| 4. Confidence Intervals; Population Variance Known; z-score Exercise.html | 81 B | ||
| 4.1 3.9. Population variance known, z-score_exercise_solution.xlsx.xlsx | 11.16 KB | ||
| 4.2 3.9. Population variance known, z-score_exercise.xlsx.xlsx | 10.83 KB | ||
| 4.3 3.9.The-z-table.xlsx.xlsx | 25.58 KB | ||
| 5. Confidence interval clarifications.mp4 | 57.03 MB | ||
| 5. Confidence interval clarifications.srt | 5.41 KB | ||
| 6. Student's T Distribution.mp4 | 35.39 MB | ||
| 6. Student's T Distribution.srt | 4.13 KB | ||
| 7. Student's T Distribution.html | 156 B | ||
| 8. Confidence Intervals; Population Variance Unknown; t-score.mp4 | 32.18 MB | ||
| 8. Confidence Intervals; Population Variance Unknown; t-score.srt | 5.71 KB | ||
| 8.1 3.11. The t-table.xlsx.xlsx | 15.85 KB | ||
| 8.2 3.11. Population variance unknown, t-score_lesson.xlsx.xlsx | 10.78 KB | ||
| 9. Confidence Intervals; Population Variance Unknown; t-score Exercise.html | 82 B | ||
| 9.1 3.11. Population variance unknown, t-score_exercise.xlsx.xlsx | 10.62 KB | ||
| 9.2 3.11. Population variance unknown, t-score_exercise_solution.xlsx.xlsx | 11.1 KB | ||
| 9.3 3.11. The t-table.xlsx.xlsx | 15.85 KB | ||
| 14. Statistics - Practical Example Inferential Statistics | |||
| 1. Practical Example Inferential Statistics.mp4 | 102.63 MB | ||
| 1. Practical Example Inferential Statistics.srt | 13.64 KB | ||
| 1.1 3.17. Practical example. Confidence intervals_lesson.xlsx.xlsx | 1.74 MB | ||
| 2. Practical Example Inferential Statistics Exercise.html | 82 B | ||
| 2.1 3.17.Practical-example.Confidence-intervals-exercise.xlsx.xlsx | 1.73 MB | ||
| 2.2 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx.xlsx | 1.82 MB | ||
| 15. Statistics - Hypothesis Testing | |||
| 1. The Null vs Alternative Hypothesis.mp4 | 92.07 MB | ||
| 1. The Null vs Alternative Hypothesis.srt | 6.97 KB | ||
| 1.1 Course notes_hypothesis_testing.pdf.pdf | 648.2 KB | ||
| 10. p-value.mp4 | 55.93 MB | ||
| 10. p-value.srt | 5.03 KB | ||
| 10.1 Online p-value calculator.pdf.pdf | 1.15 MB | ||
| 11. p-value.html | 156 B | ||
| 12. Test for the Mean. Population Variance Unknown.mp4 | 40.18 MB | ||
| 12. Test for the Mean. Population Variance Unknown.srt | 5.73 KB | ||
| 12.1 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx.xlsx | 14.54 KB | ||
| 13. Test for the Mean. Population Variance Unknown Exercise.html | 82 B | ||
| 13.1 4.6. Test-for-the-mean.Population-variance-unknown-exercise.xlsx.xlsx | 11.34 KB | ||
| 13.2 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx.xlsx | 12.63 KB | ||
| 14. Test for the Mean. Dependent Samples.mp4 | 50.4 MB | ||
| 14. Test for the Mean. Dependent Samples.srt | 6.26 KB | ||
| 14.1 4.7. Test for the mean. Dependent samples_lesson.xlsx.xlsx | 9.79 KB | ||
| 15. Test for the Mean. Dependent Samples Exercise.html | 82 B | ||
| 15.1 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx.xlsx | 14.4 KB | ||
| 15.2 4.7. Test for the mean. Dependent samples_exercise.xlsx.xlsx | 12.8 KB | ||
| 16. Test for the mean. Independent samples (Part 1).mp4 | 29.96 MB | ||
| 16. Test for the mean. Independent samples (Part 1).srt | 5.51 KB | ||
| 16.1 4.8. Test for the mean. Independent samples (Part 1)_lesson.xlsx.xlsx | 9.63 KB | ||
| 17. Test for the mean. Independent samples (Part 1). Exercise.html | 82 B | ||
| 17.1 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx.xlsx | 11.25 KB | ||
| 17.2 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx.xlsx | 10.77 KB | ||
| 18. Test for the mean. Independent samples (Part 2).mp4 | 36.36 MB | ||
| 18. Test for the mean. Independent samples (Part 2).srt | 5.14 KB | ||
| 18.1 4.9. Test for the mean. Independent samples (Part 2)_lesson.xlsx.xlsx | 9.31 KB | ||
| 19. Test for the mean. Independent samples (Part 2).html | 156 B | ||
| 2. Further Reading on Null and Alternative Hypothesis.html | 2.29 KB | ||
| 20. Test for the mean. Independent samples (Part 2).html | 82 B | ||
| 20.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx | 11.39 KB | ||
| 20.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx.xlsx | 10.54 KB | ||
| 3. The Null vs Alternative Hypothesis.html | 156 B | ||
| 4. Rejection Region and Significance Level.mp4 | 82.52 MB | ||
| 4. Rejection Region and Significance Level.srt | 8.69 KB | ||
| 4.1 Course notes_hypothesis_testing.pdf.pdf | 648.2 KB | ||
| 5. Rejection Region and Significance Level.html | 156 B | ||
| 6. Type I Error and Type II Error.mp4 | 43.96 MB | ||
| 6. Type I Error and Type II Error.srt | 5.67 KB | ||
| 7. Type I Error and Type II Error.html | 156 B | ||
| 8. Test for the Mean. Population Variance Known.mp4 | 54.27 MB | ||
| 8. Test for the Mean. Population Variance Known.srt | 8.14 KB | ||
| 8.1 4.4. Test for the mean. Population variance known_lesson.xlsx.xlsx | 10.96 KB | ||
| 9. Test for the Mean. Population Variance Known Exercise.html | 82 B | ||
| 9.1 4.4. Test for the mean. Population variance known_exercise.xlsx.xlsx | 11.03 KB | ||
| 9.2 4.4. Test for the mean. Population variance known_exercise_solution.xlsx.xlsx | 11.22 KB | ||
| 16. Statistics - Practical Example Hypothesis Testing | |||
| 1. Practical Example Hypothesis Testing.mp4 | 69.37 MB | ||
| 1. Practical Example Hypothesis Testing.srt | 8.49 KB | ||
| 1.1 4.10.Hypothesis-testing-section-practical-example.xlsx.xlsx | 51.71 KB | ||
| 2. Practical Example Hypothesis Testing Exercise.html | 82 B | ||
| 2.1 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx.xlsx | 43.38 KB | ||
| 2.2 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx.xlsx | 44.04 KB | ||
| 17. Part 3 Relational Database Theory & Introduction to SQL | |||
| 1. Why use SQL.mp4 | 70.06 MB | ||
| 1. Why use SQL.srt | 4.58 KB | ||
| 10. Comparing Databases and Spreadsheets.html | 156 B | ||
| 11. Important Database Terminology.mp4 | 90.49 MB | ||
| 11. Important Database Terminology.srt | 6.01 KB | ||
| 12. Important Database Terminology.html | 156 B | ||
| 13. The Concept of Relational Schemas Primary Key.mp4 | 42.91 MB | ||
| 13. The Concept of Relational Schemas Primary Key.srt | 6.97 KB | ||
| 14. The Concept of Relational Schemas Primary Key.html | 156 B | ||
| 15. The Concept of Relational Schemas Foreign Key.mp4 | 43.97 MB | ||
| 15. The Concept of Relational Schemas Foreign Key.srt | 6.73 KB | ||
| 16. The Concept of Relational Schemas Foreign Key.html | 156 B | ||
| 17. The Concept of Relational Schemas Unique Key and Null Values.mp4 | 24.51 MB | ||
| 17. The Concept of Relational Schemas Unique Key and Null Values.srt | 4.38 KB | ||
| 18. The Concept of Relational Schemas Unique Key.html | 156 B | ||
| 19. The Concept of Relational Schemas Relationships Between Tables.mp4 | 41.67 MB | ||
| 19. The Concept of Relational Schemas Relationships Between Tables.srt | 6.18 KB | ||
| 2. Why use SQL.html | 156 B | ||
| 20. The Concept of Relational Schemas Relationships Between Tables.html | 156 B | ||
| 3. Why use MySQL.mp4 | 29.29 MB | ||
| 3. Why use MySQL.srt | 2.76 KB | ||
| 4. Why use MySQL.html | 156 B | ||
| 5. Introducing Databases.mp4 | 102.85 MB | ||
| 5. Introducing Databases.srt | 6.71 KB | ||
| 6. Introducing Databases.html | 156 B | ||
| 7. Relational Database Fundamentals.mp4 | 107.69 MB | ||
| 7. Relational Database Fundamentals.srt | 6.68 KB | ||
| 8. Relational Database Fundamentals.html | 156 B | ||
| 9. Comparing Databases and Spreadsheets.mp4 | 156.76 MB | ||
| 9. Comparing Databases and Spreadsheets.srt | 10.39 KB | ||
| 18. SQL - Install and get to know MySQL | |||
| 1. Installing MySQL Workbench and Server.mp4 | 99.1 MB | ||
| 1. Installing MySQL Workbench and Server.srt | 12.65 KB | ||
| 2. Installing Visual C.html | 818 B | ||
| 3. Installing MySQL on macOS and Unix systems.html | 2.07 KB | ||
| 4. The Client-Server Model.html | 30 B | ||
| 4.1 The Client-Server Model.pdf.pdf | 556.9 KB | ||
| 5. Linking GUI with the MySQL Server.mp4 | 19.22 MB | ||
| 5. Linking GUI with the MySQL Server.srt | 3.36 KB | ||
| 6. Read me!!!.html | 1 KB | ||
| 7. Creating a New User and a New Connection to it.mp4 | 47.71 MB | ||
| 7. Creating a New User and a New Connection to it.srt | 6.73 KB | ||
| 8. Familiarize Yourself with the MySQL Interface.mp4 | 40.25 MB | ||
| 8. Familiarize Yourself with the MySQL Interface.srt | 6.35 KB | ||
| 19. SQL - Best SQL Practices | |||
| 1. Coding Tips and Best Practices - I.mp4 | 37.82 MB | ||
| 1. Coding Tips and Best Practices - I.srt | 6.71 KB | ||
| 1.1 MySQL_Workbench_Shortcuts.pdf.pdf | 515.23 KB | ||
| 2. Coding Tips and Best Practices - I.html | 156 B | ||
| 3. Coding Tips and Best Practices - II.mp4 | 29.69 MB | ||
| 3. Coding Tips and Best Practices - II.srt | 4.95 KB | ||
| 4. Coding Tips and Best Practices - II.html | 156 B | ||
| 2. Intro to Data and Data Science - The Different Data Science Fields | |||
| 1. Why Are There So Many Business and Data Science Buzzwords.mp4 | 81.39 MB | ||
| 1. Why Are There So Many Business and Data Science Buzzwords.srt | 6.62 KB | ||
| 2. Analysis vs Analytics.mp4 | 53.5 MB | ||
| 2. Analysis vs Analytics.srt | 5.07 KB | ||
| 3. Intro to Business Analytics, Data Analytics, and Data Science.mp4 | 64.48 MB | ||
| 3. Intro to Business Analytics, Data Analytics, and Data Science.srt | 10.63 KB | ||
| 3.1 365_DataScience_Diagram.pdf.pdf | 323.08 KB | ||
| 4. Intro to Business Analytics, Data Analytics, and Data Science.html | 156 B | ||
| 5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.mp4 | 108.96 MB | ||
| 5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.srt | 11.87 KB | ||
| 5.1 365_DataScience_Diagram.pdf.pdf | 323.08 KB | ||
| 5.2 365_DataScience.png.png | 7.24 MB | ||
| 6. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.html | 156 B | ||
| 7. An Overview of our Data Science Infographic.mp4 | 67.83 MB | ||
| 7. An Overview of our Data Science Infographic.srt | 5.1 KB | ||
| 7.1 365_DataScience.png.png | 7.24 MB | ||
| 8. An Overview of our Data Science Infographic.html | 156 B | ||
| 20. SQL - Loading the 'employees' Database | |||
| 1. Loading the 'employees' Database.mp4 | 19 MB | ||
| 1. Loading the 'employees' Database.srt | 2.72 KB | ||
| 1.1 employees_db.pdf.pdf | 178.82 KB | ||
| 2. Loading the 'employees' Database.html | 930 B | ||
| 2.1 The 'employees' database.html | 121 B | ||
| 2.2 employees_db.pdf.pdf | 178.82 KB | ||
| 21. SQL - Practical Application of the SQL SELECT Statement | |||
| 1. Using SELECT - FROM.mp4 | 35.94 MB | ||
| 1. Using SELECT - FROM.srt | 5.79 KB | ||
| 10. Using OR.mp4 | 33.22 MB | ||
| 10. Using OR.srt | 3.92 KB | ||
| 11. Using OR - Exercise.html | 85 B | ||
| 12. Using OR - Solution.html | 248 B | ||
| 13. Operator Precedence and Logical Order.mp4 | 32.06 MB | ||
| 13. Operator Precedence and Logical Order.srt | 4.35 KB | ||
| 14. Operator Precedence and Logical Order - Exercise.html | 92 B | ||
| 15. Operator Precedence and Logical Order - Solution.html | 265 B | ||
| 16. Using IN - NOT IN.mp4 | 32.13 MB | ||
| 16. Using IN - NOT IN.srt | 3.77 KB | ||
| 17. Using IN - NOT IN - Exercise 1.html | 140 B | ||
| 18. Using IN - NOT IN - Solution 1.html | 234 B | ||
| 19. Using IN - NOT IN - Exercise 2.html | 118 B | ||
| 2. Using SELECT - FROM - Exercise.html | 149 B | ||
| 20. Using IN - NOT IN - Solution 2.html | 245 B | ||
| 21. Using LIKE - NOT LIKE.mp4 | 36.08 MB | ||
| 21. Using LIKE - NOT LIKE.srt | 4.41 KB | ||
| 22. Using LIKE - NOT LIKE - Exercise.html | 427 B | ||
| 23. Using LIKE - NOT LIKE - Solution.html | 733 B | ||
| 24. Using Wildcard Characters.mp4 | 9.87 MB | ||
| 24. Using Wildcard Characters.srt | 2.43 KB | ||
| 25. Using Wildcard characters - Exercise.html | 219 B | ||
| 26. Using Wildcard characters - Solution.html | 462 B | ||
| 27. Using BETWEEN - AND.mp4 | 16.47 MB | ||
| 27. Using BETWEEN - AND.srt | 2.38 KB | ||
| 28. Using BETWEEN - AND - Exercise.html | 335 B | ||
| 29. Using BETWEEN - AND - Solution.html | 1013 B | ||
| 3. Using SELECT - FROM - Solution.html | 314 B | ||
| 30. Using IS NOT NULL - IS NULL.mp4 | 13.96 MB | ||
| 30. Using IS NOT NULL - IS NULL.srt | 1.95 KB | ||
| 31. Using IS NOT NULL - IS NULL - Exercise.html | 85 B | ||
| 32. Using IS NOT NULL - IS NULL - Solution.html | 230 B | ||
| 33. Using Other Comparison Operators.mp4 | 41.22 MB | ||
| 33. Using Other Comparison Operators.srt | 5.11 KB | ||
| 34. Using Other Comparison Operators - Exercise.html | 269 B | ||
| 35. Using Other Comparison Operators - Solution.html | 507 B | ||
| 36. Using SELECT DISTINCT.mp4 | 15.62 MB | ||
| 36. Using SELECT DISTINCT.srt | 2.6 KB | ||
| 37. Using SELECT DISTINCT - Exercise.html | 355 B | ||
| 38. Using SELECT DISTINCT - Solution.html | 154 B | ||
| 39. Getting to Know Aggregate Functions.mp4 | 43.61 MB | ||
| 39. Getting to Know Aggregate Functions.srt | 6.65 KB | ||
| 4. Using WHERE.mp4 | 21.97 MB | ||
| 4. Using WHERE.srt | 3.01 KB | ||
| 40. Getting to Know Aggregate Functions - Exercise.html | 262 B | ||
| 41. Getting to Know Aggregate Functions - Solution.html | 375 B | ||
| 42. Using ORDER BY.mp4 | 41.28 MB | ||
| 42. Using ORDER BY.srt | 4.12 KB | ||
| 43. Using ORDER BY - Exercise.html | 106 B | ||
| 44. Using ORDER BY - Solution.html | 186 B | ||
| 45. Using GROUP BY.mp4 | 53.55 MB | ||
| 45. Using GROUP BY.srt | 6.88 KB | ||
| 46. Using Aliases (AS).mp4 | 21.28 MB | ||
| 46. Using Aliases (AS).srt | 2.69 KB | ||
| 47. Using Aliases (AS) - Exercise.html | 303 B | ||
| 48. Using Aliases (AS) - Solution.html | 344 B | ||
| 49. Using HAVING.mp4 | 33.03 MB | ||
| 49. Using HAVING.srt | 4.05 KB | ||
| 5. Using WHERE - Exercise.html | 93 B | ||
| 50. Using HAVING - Exercise.html | 814 B | ||
| 51. Using HAVING - Solution.html | 629 B | ||
| 52. Using WHERE vs HAVING - Part I.mp4 | 34.89 MB | ||
| 52. Using WHERE vs HAVING - Part I.srt | 34.89 MB | ||
| 53. Using WHERE vs HAVING - Part II.mp4 | 24.83 MB | ||
| 53. Using WHERE vs HAVING - Part II.srt | 3.97 KB | ||
| 54. Using WHERE vs HAVING - Part II - Exercise.html | 199 B | ||
| 55. Using WHERE vs HAVING - Part II - Solution.html | 370 B | ||
| 56. Using LIMIT.mp4 | 47.26 MB | ||
| 56. Using LIMIT.srt | 5.87 KB | ||
| 57. Using LIMIT - Exercise.html | 65 B | ||
| 58. Using LIMIT - Solution.html | 171 B | ||
| 6. Using WHERE - Solution.html | 221 B | ||
| 7. Using AND.mp4 | 16.73 MB | ||
| 7. Using AND.srt | 2.52 KB | ||
| 8. Using AND - Exercise.html | 78 B | ||
| 9. Using AND - Solution.html | 241 B | ||
| 22. SQL - Expanding on MySQL Aggregate Functions | |||
| 1. Applying COUNT().mp4 | 27.38 MB | ||
| 1. Applying COUNT().srt | 4.95 KB | ||
| 10. Applying AVG().mp4 | 13.53 MB | ||
| 10. Applying AVG().srt | 2.52 KB | ||
| 11. Applying AVG() - Exercise.html | 102 B | ||
| 12. Applying AVG() - Solution.html | 237 B | ||
| 13. Rounding Numbers with ROUND().mp4 | 16.81 MB | ||
| 13. Rounding Numbers with ROUND().srt | 2.62 KB | ||
| 14. Rounding Numbers with ROUND() - Exercise.html | 145 B | ||
| 15. Rounding Numbers with ROUND() - Solution.html | 247 B | ||
| 2. Applying COUNT() - Exercise.html | 123 B | ||
| 3. Applying COUNT() - Solution.html | 158 B | ||
| 4. Applying SUM().mp4 | 10.52 MB | ||
| 4. Applying SUM().srt | 1.86 KB | ||
| 5. Applying SUM() - Exercise.html | 117 B | ||
| 6. Applying SUM() - Solution.html | 237 B | ||
| 7. MIN() and MAX().mp4 | 10.28 MB | ||
| 7. MIN() and MAX().srt | 1.53 KB | ||
| 8. MIN() and MAX() - Exercise.html | 128 B | ||
| 9. MIN() and MAX() - Solution.html | 352 B | ||
| 23. SQL - SQL JOINs | |||
| 1. What are JOINs.mp4 | 42.2 MB | ||
| 1. What are JOINs.srt | 5.11 KB | ||
| 10. The Functionality of LEFT JOIN - Part I.mp4 | 50.8 MB | ||
| 10. The Functionality of LEFT JOIN - Part I.srt | 5.72 KB | ||
| 11. The Functionality of LEFT JOIN - Part II.mp4 | 54.87 MB | ||
| 11. The Functionality of LEFT JOIN - Part II.srt | 6.87 KB | ||
| 12. The Functionality of LEFT JOIN - Part II - Exercise.html | 441 B | ||
| 13. The Functionality of LEFT JOIN - Part II - Solution.html | 599 B | ||
| 14. The Functionality of RIGHT JOIN.mp4 | 32.22 MB | ||
| 14. The Functionality of RIGHT JOIN.srt | 5.1 KB | ||
| 15. Differences between the New and the Old Join Syntax.mp4 | 32 MB | ||
| 15. Differences between the New and the Old Join Syntax.srt | 5.36 KB | ||
| 16. Differences between the New and the Old Join Syntax - Exercise.html | 192 B | ||
| 17. Differences between the New and the Old Join Syntax - Solution.html | 942 B | ||
| 18. Using JOIN and WHERE Together.mp4 | 25.19 MB | ||
| 18. Using JOIN and WHERE Together.srt | 3.47 KB | ||
| 19. Important – Prevent Error Code 1055!.html | 3.17 KB | ||
| 2. What are JOINs - Exercise 1.html | 1.26 KB | ||
| 20. Using JOIN and WHERE Together - Exercise.html | 165 B | ||
| 21. Using JOIN and WHERE Together - Solution.html | 525 B | ||
| 22. The Functionality of CROSS JOIN.mp4 | 89.86 MB | ||
| 22. The Functionality of CROSS JOIN.srt | 9.89 KB | ||
| 23. The Functionality of CROSS JOIN - Exercise 1.html | 150 B | ||
| 24. The Functionality of CROSS JOIN - Solution 1.html | 407 B | ||
| 25. The Functionality of CROSS JOIN - Exercise 2.html | 162 B | ||
| 26. The Functionality of CROSS JOIN - Solution 2.html | 413 B | ||
| 27. Combining Aggregate Functions with Joins.mp4 | 22.15 MB | ||
| 27. Combining Aggregate Functions with Joins.srt | 2.83 KB | ||
| 28. JOIN More than Two Tables.mp4 | 41.44 MB | ||
| 28. JOIN More than Two Tables.srt | 4.83 KB | ||
| 29. JOIN More than Two Tables - Exercise.html | 105 B | ||
| 3. What are JOINs - Exercise 2.html | 1.36 KB | ||
| 30. JOIN More than Two Tables - Solution.html | 1.72 KB | ||
| 31. Top Tips for Joins.mp4 | 50.9 MB | ||
| 31. Top Tips for Joins.srt | 6.84 KB | ||
| 32. Top Tips for Joins - Exercise.html | 93 B | ||
| 33. Top Tips for Joins - Solution.html | 322 B | ||
| 34. The Differences Between UNION and UNION ALL.mp4 | 47.68 MB | ||
| 34. The Differences Between UNION and UNION ALL.srt | 6.42 KB | ||
| 35. The Differences Between UNION and UNION ALL - Exercise.html | 167 B | ||
| 36. The Differences Between UNION and UNION ALL - Solution.html | 1.07 KB | ||
| 4. The Functionality of INNER JOIN - Part I.mp4 | 42.29 MB | ||
| 4. The Functionality of INNER JOIN - Part I.srt | 42.3 MB | ||
| 5. The Functionality of INNER JOIN - Part II.mp4 | 67.08 MB | ||
| 5. The Functionality of INNER JOIN - Part II.srt | 6.6 KB | ||
| 6. The Functionality of INNER JOIN - PART II - Exercise.html | 140 B | ||
| 7. The Functionality of INNER JOIN - PART II - Solution.html | 443 B | ||
| 8. Extra Info on Using Joins.mp4 | 43.88 MB | ||
| 8. Extra Info on Using Joins.srt | 5 KB | ||
| 9. Duplicate Rows.mp4 | 46.52 MB | ||
| 9. Duplicate Rows.srt | 5.13 KB | ||
| 24. SQL - SQL Subqueries | |||
| 1. SQL Subqueries with IN Embedded Inside WHERE.mp4 | 37.45 MB | ||
| 1. SQL Subqueries with IN Embedded Inside WHERE.srt | 5.03 KB | ||
| 10. SQL Subqueries Nested in SELECT and FROM - Solution 2.html | 15 B | ||
| 10.1 Subqueries SELECT FROM Solution.sql.sql | 1.85 KB | ||
| 2. SQL Subqueries with IN Embedded Inside WHERE - Exercise.html | 138 B | ||
| 3. SQL Subqueries with IN Embedded Inside WHERE - Solution.html | 522 B | ||
| 4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.mp4 | 29.77 MB | ||
| 4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.srt | 4.16 KB | ||
| 5. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE - Exercise.html | 175 B | ||
| 6. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE - Solution.html | 573 B | ||
| 7. SQL Subqueries Nested in SELECT and FROM.mp4 | 71.65 MB | ||
| 7. SQL Subqueries Nested in SELECT and FROM.srt | 8.58 KB | ||
| 8. SQL Subqueries Embedded in SELECT and FROM - Exercise 1.html | 402 B | ||
| 9. SQL Subqueries Embedded in SELECT and FROM - Exercise 2.html | 1.02 KB | ||
| 25. SQL - Stored Routines | |||
| 1. Defining Stored Routines.mp4 | 29.92 MB | ||
| 1. Defining Stored Routines.srt | 4.41 KB | ||
| 10. Create Stored Procedures with an Output Parameter.mp4 | 32.51 MB | ||
| 10. Create Stored Procedures with an Output Parameter.srt | 4.07 KB | ||
| 11. Create Stored Procedures with an Output Parameter - Exercise.html | 152 B | ||
| 12. Stored Procedures with an Output Parameter - Solution.html | 931 B | ||
| 13. SQL Variables.mp4 | 54.56 MB | ||
| 13. SQL Variables.srt | 7.39 KB | ||
| 14. SQL Variables - Exercise.html | 299 B | ||
| 15. SQL Variables - Solution.html | 156 B | ||
| 16. The Benefit of User-Defined Functions in MySQL.mp4 | 48.76 MB | ||
| 16. The Benefit of User-Defined Functions in MySQL.srt | 7.32 KB | ||
| 17. Error Code 1418..html | 2.84 KB | ||
| 18. The Benefit of User-Defined Functions in MySQL - Exercise.html | 432 B | ||
| 19. The Benefit of User-Defined Functions in MySQL - Solution.html | 1.57 KB | ||
| 2. Defining Stored Routines.html | 156 B | ||
| 20. Concluding Stored Routines.mp4 | 27.13 MB | ||
| 20. Concluding Stored Routines.srt | 4.69 KB | ||
| 21. Concluding Stored Routines.html | 156 B | ||
| 3. Create Stored Procedures with MySQL Syntax.mp4 | 34.24 MB | ||
| 3. Create Stored Procedures with MySQL Syntax.srt | 5.73 KB | ||
| 4. An Example of Stored Procedures Part I.mp4 | 23.96 MB | ||
| 4. An Example of Stored Procedures Part I.srt | 3.31 KB | ||
| 5. An Example of Stored Procedures Part II.mp4 | 42.14 MB | ||
| 5. An Example of Stored Procedures Part II.srt | 6.14 KB | ||
| 6. An Example of Stored Procedures Part II - Exercise.html | 114 B | ||
| 7. An Example of Stored Procedures Part II - Solution.html | 704 B | ||
| 8. Creating a Procedure in MySQL Another Way.mp4 | 32.43 MB | ||
| 8. Creating a Procedure in MySQL Another Way.srt | 3.59 KB | ||
| 9. Create Stored Procedures with an Input Parameter.mp4 | 64.5 MB | ||
| 9. Create Stored Procedures with an Input Parameter.srt | 7.55 KB | ||
| 26. SQL - The CASE Statement | |||
| 1. The SQL CASE Statement.mp4 | 59.42 MB | ||
| 1. The SQL CASE Statement.srt | 6.86 KB | ||
| 2. The SQL CASE Statement - Exercise 1.html | 362 B | ||
| 3. THE SQL CASE Statement - Solution 1.html | 720 B | ||
| 4. THE SQL CASE Statement - Exercise 2.html | 376 B | ||
| 5. THE SQL CASE Statement - Solution 2.html | 1.76 KB | ||
| 6. THE SQL CASE Statement - Exercise 3.html | 411 B | ||
| 7. THE SQL CASE Statement - Solution 3.html | 744 B | ||
| 27. Part 4 Introduction to Tableau | |||
| 1. Why Use Tableau Make Your Data Make an Impact.mp4 | 39.2 MB | ||
| 1. Why Use Tableau Make Your Data Make an Impact.srt | 4.76 KB | ||
| 2. Let's Download Tableau Public.mp4 | 28.39 MB | ||
| 2. Let's Download Tableau Public.srt | 2.21 KB | ||
| 3. Connecting Data in Tableau.mp4 | 14.28 MB | ||
| 3. Connecting Data in Tableau.srt | 2.57 KB | ||
| 3.1 GDP Data.xls.xls | 155.5 KB | ||
| 4. Exploring Tableau's Interface.mp4 | 52.12 MB | ||
| 4. Exploring Tableau's Interface.srt | 10.78 KB | ||
| 4.1 GDP Data.xls.xls | 155.5 KB | ||
| 5. Let's Create our first Chart in Tableau!.mp4 | 58.96 MB | ||
| 5. Let's Create our first Chart in Tableau!.srt | 7.85 KB | ||
| 5.1 GDP Data.xls.xls | 155.5 KB | ||
| 5.2 GDP Data - Tableau Public Link.html | 144 B | ||
| 28. Tableau - Tableau functionalities | |||
| 1. Duplicating a Sheet.mp4 | 25.33 MB | ||
| 1. Duplicating a Sheet.srt | 3.24 KB | ||
| 1.1 GDP Data.xls.xls | 155.5 KB | ||
| 2. Creating a Table.mp4 | 26.2 MB | ||
| 2. Creating a Table.srt | 5.62 KB | ||
| 2.1 Creating a table - Tableau Public Link.html | 151 B | ||
| 2.2 Tesla sales data.xlsx.xlsx | 2.75 MB | ||
| 3. Creating Custom Fields.mp4 | 17.21 MB | ||
| 3. Creating Custom Fields.srt | 2.85 KB | ||
| 3.1 Tesla sales data.xlsx.xlsx | 2.75 MB | ||
| 3.2 Tableau operators.pdf.pdf | 121.83 KB | ||
| 4. Creating a Custom Field and Adding Calculations to a Table.mp4 | 29.7 MB | ||
| 4. Creating a Custom Field and Adding Calculations to a Table.srt | 4.58 KB | ||
| 4.1 Tesla sales data.xlsx.xlsx | 2.76 MB | ||
| 4.2 Creating a custom field - Tableau Public Link.html | 157 B | ||
| 5. Adding Totals and Subtotals.mp4 | 20.9 MB | ||
| 5. Adding Totals and Subtotals.srt | 2.03 KB | ||
| 5.1 Addint totals and subtotals - Tableau Public Link.html | 150 B | ||
| 5.2 Tesla sales data.xlsx.xlsx | 2.75 MB | ||
| 6. Adding a Custom Calculation.mp4 | 36.48 MB | ||
| 6. Adding a Custom Calculation.srt | 3.78 KB | ||
| 6.1 Adding a custom calculation - Tableau Public Link.html | 154 B | ||
| 7. Inserting a Filter.mp4 | 27.62 MB | ||
| 7. Inserting a Filter.srt | 2.67 KB | ||
| 7.1 Inserting a filter - Tableau Public Link.html | 155 B | ||
| 8. Working with Joins in Tableau.mp4 | 45.12 MB | ||
| 8. Working with Joins in Tableau.srt | 5.32 KB | ||
| 8.1 13. Types of Joins.xlsx.xlsx | 56.39 KB | ||
| 29. Tableau - The Tableau Exercise | |||
| 1. Introduction to the Exercise.mp4 | 28.47 MB | ||
| 1. Introduction to the Exercise.srt | 2.53 KB | ||
| 1.1 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 1.2 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 10. Creating and Formatting a Dashboard.mp4 | 31.83 MB | ||
| 10. Creating and Formatting a Dashboard.srt | 5.29 KB | ||
| 10.1 Creating a dashboard - Tableau Public Link.html | 151 B | ||
| 10.2 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 10.3 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 11. Adding Interactive Filters for Improved Analysis.mp4 | 31.64 MB | ||
| 11. Adding Interactive Filters for Improved Analysis.srt | 4.86 KB | ||
| 11.1 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 11.2 Adding a filter - Tableau Public Link.html | 155 B | ||
| 11.3 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 12. Interactive Filters - fix.mp4 | 12.48 MB | ||
| 12. Interactive Filters - fix.srt | 1.94 KB | ||
| 2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.mp4 | 23.45 MB | ||
| 2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.srt | 2.3 KB | ||
| 3. Using Joins in Tableau.mp4 | 42.18 MB | ||
| 3. Using Joins in Tableau.srt | 6.4 KB | ||
| 3.1 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 3.2 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 4. Performing a Numbers Check - Attempt #1.mp4 | 25.05 MB | ||
| 4. Performing a Numbers Check - Attempt #1.srt | 4.61 KB | ||
| 4.1 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 4.2 Check the data - Tableau Public Link.html | 150 B | ||
| 4.3 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 5. Blending Data in Tableau.mp4 | 32.31 MB | ||
| 5. Blending Data in Tableau.srt | 6.51 KB | ||
| 5.1 Check the data - Tableau Public Link.html | 143 B | ||
| 5.2 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 5.3 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 6. Performing a Numbers Check - Attempt #2.mp4 | 20.47 MB | ||
| 6. Performing a Numbers Check - Attempt #2.srt | 4.6 KB | ||
| 6.1 Check the data - Tableau Public Link.html | 143 B | ||
| 6.2 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 6.3 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 7. First Chart.mp4 | 27.23 MB | ||
| 7. First Chart.srt | 4.75 KB | ||
| 7.1 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 7.2 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 7.3 First chart - Tableau Public Link.html | 148 B | ||
| 8. Second Chart.mp4 | 17.08 MB | ||
| 8. Second Chart.srt | 3.86 KB | ||
| 8.1 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 8.2 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 8.3 Second chart - Tableau Public Link.html | 149 B | ||
| 9. Third Chart.mp4 | 15.24 MB | ||
| 9. Third Chart.srt | 3.3 KB | ||
| 9.1 Audiobook sales.xlsx.xlsx | 1.87 MB | ||
| 9.2 Audiobook reviews.xlsx.xlsx | 266.85 KB | ||
| 9.3 Third chart - Tableau Public Link.html | 148 B | ||
| 3. Intro to Data and Data Science - The Relationship between Different Fields | |||
| 1. When are Traditional data, Big Data, BI, Traditional Data Science and ML applied.mp4 | 126.74 MB | ||
| 1. When are Traditional data, Big Data, BI, Traditional Data Science and ML applied.srt | 8.99 KB | ||
| 1.1 365_DataScience.png.png | 7.24 MB | ||
| 2. When are Traditional data, Big Data, BI, Traditional Data Science and ML applied.html | 156 B | ||
| 30. Part 5 Combining SQL and Tableau - Introduction | |||
| 1. Introduction to Software Integration.mp4 | 92.71 MB | ||
| 1. Introduction to Software Integration.srt | 7.08 KB | ||
| 2. Combining SQL and Tableau.mp4 | 83.9 MB | ||
| 2. Combining SQL and Tableau.srt | 6.23 KB | ||
| 3. Loading the Database.mp4 | 28.86 MB | ||
| 3. Loading the Database.srt | 4 KB | ||
| 4. Loading the Database.html | 621 B | ||
| 4.1 The 'employees_mod' database.html | 125 B | ||
| 4.2 employees_mod_db.pdf.pdf | 129.65 KB | ||
| 31. Combining SQL and Tableau - Problem 1 | |||
| 1. Problem 1 Task.mp4 | 33.81 MB | ||
| 1. Problem 1 Task.srt | 7.13 KB | ||
| 1.1 employees_mod_db.pdf.pdf | 129.65 KB | ||
| 2. Problem 1 Task - Text.html | 149 B | ||
| 3. Important clarification!.html | 1.37 KB | ||
| 4. Problem 1 Solution in SQL.mp4 | 43.18 MB | ||
| 4. Problem 1 Solution in SQL.srt | 5.62 KB | ||
| 5. Problem 1 Solution in SQL - Code.html | 370 B | ||
| 6. Exporting Your Output from SQL and Loading it in Tableau.mp4 | 31.55 MB | ||
| 6. Exporting Your Output from SQL and Loading it in Tableau.srt | 5.05 KB | ||
| 7. Chart 1 Visualizing the Solution in Tableau - Part I.mp4 | 41.15 MB | ||
| 7. Chart 1 Visualizing the Solution in Tableau - Part I.srt | 7.46 KB | ||
| 8. Chart 1 Visualizing the Solution in Tableau - Part II.mp4 | 45.58 MB | ||
| 8. Chart 1 Visualizing the Solution in Tableau - Part II.srt | 6.8 KB | ||
| 32. Combining SQL and Tableau - Problem 2 | |||
| 1. Problem 2 Task.mp4 | 29.01 MB | ||
| 1. Problem 2 Task.srt | 4.64 KB | ||
| 2. Problem 2 Task - Text.html | 162 B | ||
| 3. Problem 2 Solution in SQL.mp4 | 39.65 MB | ||
| 3. Problem 2 Solution in SQL.srt | 4.28 KB | ||
| 4. Problem 2 Solution in SQL - Code.html | 740 B | ||
| 5. Chart 2 Visualizing the Solution in Tableau.mp4 | 49.36 MB | ||
| 5. Chart 2 Visualizing the Solution in Tableau.srt | 7.33 KB | ||
| 33. Combining SQL and Tableau - Problem 3 | |||
| 1. Problem 3 Task.mp4 | 13.31 MB | ||
| 1. Problem 3 Task.srt | 2.84 KB | ||
| 2. Problem 3 Task - Text.html | 167 B | ||
| 3. Problem 3 Solution in SQL.mp4 | 33.26 MB | ||
| 3. Problem 3 Solution in SQL.srt | 3.88 KB | ||
| 4. Problem 3 Solution in SQL - Code.html | 502 B | ||
| 5. Chart 3 Visualizing the Solution in Tableau.mp4 | 40.5 MB | ||
| 5. Chart 3 Visualizing the Solution in Tableau.srt | 5.81 KB | ||
| 34. Combining SQL and Tableau - Problem 4 | |||
| 1. Problem 4 Task.mp4 | 23.74 MB | ||
| 1. Problem 4 Task.srt | 3.6 KB | ||
| 2. Problem 4 Task - Text.html | 325 B | ||
| 3. Problem 4 Solution in SQL.mp4 | 30.34 MB | ||
| 3. Problem 4 Solution in SQL.srt | 3.14 KB | ||
| 4. Problem 4 Solution in SQL - Code.html | 697 B | ||
| 5. Chart 4 Visualizing the Solution in Tableau.mp4 | 22.71 MB | ||
| 5. Chart 4 Visualizing the Solution in Tableau.srt | 3.78 KB | ||
| 35. Combining SQL and Tableau - Problem 5 | |||
| 1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.mp4 | 56.21 MB | ||
| 1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.srt | 6.69 KB | ||
| 36. Part 6 Introduction to Programming with Python | |||
| 1. A 5-minute explanation of Programming.mp4 | 58.52 MB | ||
| 1. A 5-minute explanation of Programming.srt | 6.9 KB | ||
| 10. Understanding Jupyter's Interface.html | 156 B | ||
| 11. Python 2 vs Python 3.mp4 | 11.28 MB | ||
| 11. Python 2 vs Python 3.srt | 3.31 KB | ||
| 11.1 Python Introduction - Course Notes.pdf.pdf | 2.03 MB | ||
| 2. A 5-minute explanation of Programming.html | 156 B | ||
| 3. Why use Python.mp4 | 75.09 MB | ||
| 3. Why use Python.srt | 6.96 KB | ||
| 4. Why Use Python.html | 156 B | ||
| 5. Why use Jupyter.mp4 | 44.3 MB | ||
| 5. Why use Jupyter.srt | 4.64 KB | ||
| 6. Why Use Jupyter.html | 156 B | ||
| 7. How to Install Python and Jupyter.mp4 | 51.02 MB | ||
| 7. How to Install Python and Jupyter.srt | 8.84 KB | ||
| 8. Understanding Jupyter’s Interface – Dashboard.mp4 | 13.8 MB | ||
| 8. Understanding Jupyter’s Interface – Dashboard.srt | 3.73 KB | ||
| 9. Understanding Jupyter’s Interface – Prerequisites for Coding.mp4 | 30.59 MB | ||
| 9. Understanding Jupyter’s Interface – Prerequisites for Coding.srt | 7.79 KB | ||
| 9.1 Jupyter_Shortcuts.pdf.pdf | 589.59 KB | ||
| 37. Python - Python Variables and Data Types | |||
| 1. Python Variables.mp4 | 25.3 MB | ||
| 1. Python Variables.srt | 6.05 KB | ||
| 1.1 Python Introduction - Course Notes.pdf.pdf | 2.03 MB | ||
| 1.2 Python Variables - Resources.html | 134 B | ||
| 2. Python Variables.html | 156 B | ||
| 3. Understanding Numbers and Boolean Values.mp4 | 17.06 MB | ||
| 3. Understanding Numbers and Boolean Values.srt | 3.68 KB | ||
| 3.1 Understanding Numbers and Boolean Values - Resources.html | 134 B | ||
| 4. Understanding Numbers and Boolean Values.html | 156 B | ||
| 5. Strings.mp4 | 50.65 MB | ||
| 5. Strings.srt | 14.55 KB | ||
| 5.1 Strings - Resources.html | 134 B | ||
| 6. Strings.html | 156 B | ||
| 38. Python - Python Syntax Fundamentals | |||
| 1. The Arithmetic Operators of Python.mp4 | 18.92 MB | ||
| 1. The Arithmetic Operators of Python.srt | 18.57 MB | ||
| 1.1 Arithmetic Operators - Resources.html | 134 B | ||
| 10. How to Index Elements.mp4 | 5.94 MB | ||
| 10. How to Index Elements.srt | 1.7 KB | ||
| 10.1 Indexing Elements - Resources.html | 134 B | ||
| 11. How to Index Elements.html | 156 B | ||
| 12. How to Structure Your Code with Indentation.mp4 | 13.15 MB | ||
| 12. How to Structure Your Code with Indentation.srt | 4.68 KB | ||
| 12.1 Structure Your Code with Indentation - Resources.html | 134 B | ||
| 13. How to Structure Your Code with Indentation.html | 156 B | ||
| 2. Using Arithmetic Operators in Python.html | 156 B | ||
| 3. What is the Double Equality Sign.mp4 | 6 MB | ||
| 3. What is the Double Equality Sign.srt | 1.82 KB | ||
| 3.1 The Double Equality Sign - Resources.html | 134 B | ||
| 4. What is the Double Equality Sign.html | 156 B | ||
| 5. How to Reassign Values.mp4 | 4 MB | ||
| 5. How to Reassign Values.srt | 1.29 KB | ||
| 5.1 Reassign Values - Resources.html | 134 B | ||
| 6. How to Reassign Values.html | 156 B | ||
| 7. How to Add Comments.mp4 | 11.27 MB | ||
| 7. How to Add Comments.srt | 3.87 KB | ||
| 7.1 How to Add Comments - Resources.html | 134 B | ||
| 8. How to Add Comments.html | 156 B | ||
| 9. Understanding Line Continuation.mp4 | 2.36 MB | ||
| 9. Understanding Line Continuation.srt | 1.13 KB | ||
| 9.1 Line Continuation - Resources.html | 134 B | ||
| 39. Python - Other Python Operators | |||
| 1. Python's Comparison Operators.mp4 | 10.18 MB | ||
| 1. Python's Comparison Operators.srt | 2.47 KB | ||
| 1.1 Comparison Operators - Resources.html | 134 B | ||
| 2. Python's Comparison Operators.html | 156 B | ||
| 3. Python's Logical and Identity Operators.mp4 | 30.07 MB | ||
| 3. Python's Logical and Identity Operators.srt | 5.77 KB | ||
| 3.1 Logical and Identity Operators - Resources.html | 134 B | ||
| 4. Python's Logical and Identity Operators.html | 156 B | ||
| 4. Intro to Data and Data Science - What is the Purpose of each Data Science Field | |||
| 1. Why do we Need each of these Disciplines.mp4 | 87.44 MB | ||
| 1. Why do we Need each of these Disciplines.srt | 6.5 KB | ||
| 2. Why do we Need each of these Disciplines.html | 156 B | ||
| 40. Python - Conditional Statements | |||
| 1. Getting to know the IF Statement.mp4 | 23.24 MB | ||
| 1. Getting to know the IF Statement.srt | 7.6 KB | ||
| 1.1 Introduction to the If Statement - Resources.html | 134 B | ||
| 2. Getting to know the IF Statement.html | 156 B | ||
| 3. Adding an ELSE statement.mp4 | 23.28 MB | ||
| 3. Adding an ELSE statement.srt | 6.28 KB | ||
| 3.1 Add an Else Statement - Resources.html | 134 B | ||
| 4. Else if, for Brief – ELIF.mp4 | 53.36 MB | ||
| 4. Else if, for Brief – ELIF.srt | 13.19 KB | ||
| 4.1 Else if, for Brief - Elif - Resources.html | 134 B | ||
| 5. An Additional Explanation of Boolean Values.mp4 | 20 MB | ||
| 5. An Additional Explanation of Boolean Values.srt | 6.21 KB | ||
| 5.1 A Note on Boolean Values - Resources.html | 134 B | ||
| 6. An Additional Explanation of Boolean Values.html | 156 B | ||
| 41. Python - Functions | |||
| 1. How to Define a Function in Python.mp4 | 14.76 MB | ||
| 1. How to Define a Function in Python.srt | 5.32 KB | ||
| 1.1 Defining a Function in Python - Resources.html | 134 B | ||
| 2. How to Create a Function with a Parameter.mp4 | 38.1 MB | ||
| 2. How to Create a Function with a Parameter.srt | 8.98 KB | ||
| 2.1 Creating a Function with a Parameter - Resources.html | 134 B | ||
| 3. Define a Function in Another Way.mp4 | 25.25 MB | ||
| 3. Define a Function in Another Way.srt | 6.42 KB | ||
| 3.1 Another Way to Define a Function - Resources.html | 134 B | ||
| 4. How to use a Function within a Function.mp4 | 8.13 MB | ||
| 4. How to use a Function within a Function.srt | 2.03 KB | ||
| 4.1 Using a Function in Another Function - Resources.html | 134 B | ||
| 5. Use Conditional Statements and Functions Together.mp4 | 15.69 MB | ||
| 5. Use Conditional Statements and Functions Together.srt | 3.51 KB | ||
| 5.1 Combining Conditional Statements and Functions - Resources.html | 134 B | ||
| 6. How to Create Functions Which Contain a Few Arguments.mp4 | 14.72 MB | ||
| 6. How to Create Functions Which Contain a Few Arguments.srt | 3 KB | ||
| 6.1 Creating Functions Containing a Few Arguments - Resources.html | 134 B | ||
| 7. Built-In Functions in Python Worth Knowing.mp4 | 22.02 MB | ||
| 7. Built-In Functions in Python Worth Knowing.srt | 4.21 KB | ||
| 7.1 Notable Built-In Functions in Python - Resources.html | 134 B | ||
| 8. Python - Functions.html | 156 B | ||
| 42. Python - Python Sequences | |||
| 1. Introduction to Lists.mp4 | 37.79 MB | ||
| 1. Introduction to Lists.srt | 9.83 KB | ||
| 1.1 Lists - Resources.html | 134 B | ||
| 2. Introduction to Lists.html | 156 B | ||
| 3. Using Methods in Python.mp4 | 37.62 MB | ||
| 3. Using Methods in Python.srt | 8.36 KB | ||
| 3.1 Help Yourself with Methods - Resources.html | 134 B | ||
| 4. Using Methods in Python.html | 156 B | ||
| 5. What is List Slicing.mp4 | 30.78 MB | ||
| 5. What is List Slicing.srt | 5.55 KB | ||
| 5.1 List Slicing - Resources.html | 134 B | ||
| 6. Working with Tuples.mp4 | 29.49 MB | ||
| 6. Working with Tuples.srt | 6.92 KB | ||
| 6.1 Tuples - Resources.html | 134 B | ||
| 7. Python Dictionaries.mp4 | 41.7 MB | ||
| 7. Python Dictionaries.srt | 41.7 MB | ||
| 7.1 Dictionaries - Resources.html | 134 B | ||
| 8. Python Dictionaries.html | 156 B | ||
| 43. Python - Using Iterations | |||
| 1. Using For Loops.mp4 | 23.6 MB | ||
| 1. Using For Loops.srt | 6.58 KB | ||
| 1.1 For Loops - Resources.html | 134 B | ||
| 2. For Loops.html | 156 B | ||
| 3. Using While Loops and Incrementing.mp4 | 28.44 MB | ||
| 3. Using While Loops and Incrementing.srt | 5.9 KB | ||
| 3.1 While Loops and Incrementing - Resources.html | 134 B | ||
| 4. Use the range() Function to Create Lists.mp4 | 25.8 MB | ||
| 4. Use the range() Function to Create Lists.srt | 7.66 KB | ||
| 4.1 Create Lists with the range() Function - Resources.html | 134 B | ||
| 5. Use the range() Function to Create Lists.html | 156 B | ||
| 6. Combine Conditional Statements and Loops.mp4 | 27.78 MB | ||
| 6. Combine Conditional Statements and Loops.srt | 7.46 KB | ||
| 6.1 Use Conditional Statements and Loops Together - Resources.html | 134 B | ||
| 7. All In – Conditional Statements, Functions, and Loops.mp4 | 9.5 MB | ||
| 7. All In – Conditional Statements, Functions, and Loops.srt | 2.41 KB | ||
| 7.1 All In - Conditional Statements, Functions, and Loops - Resources.html | 134 B | ||
| 8. How to Iterate over Dictionaries.mp4 | 29.65 MB | ||
| 8. How to Iterate over Dictionaries.srt | 7.93 KB | ||
| 8.1 Iterating over Dictionaries - Resources.html | 134 B | ||
| 44. Python - Advanced Python tools | |||
| 1. Introduction to Object Oriented Programming (OOP).mp4 | 33.59 MB | ||
| 1. Introduction to Object Oriented Programming (OOP).srt | 6.1 KB | ||
| 2. Introduction to Object Oriented Programming (OOP).html | 156 B | ||
| 3. Using Modules and Packages.mp4 | 8.51 MB | ||
| 3. Using Modules and Packages.srt | 1.26 KB | ||
| 4. Using Modules and Packages.html | 156 B | ||
| 5. What is the Standard Library.mp4 | 18.04 MB | ||
| 5. What is the Standard Library.srt | 3.56 KB | ||
| 6. What is the Standard Library.html | 156 B | ||
| 7. How to Import Modules in Python.mp4 | 19.93 MB | ||
| 7. How to Import Modules in Python.srt | 4.81 KB | ||
| 8. How to Import Modules in Python.html | 156 B | ||
| 45. Part 7 Integration - Software Integration | |||
| 1. Getting Started with Data, Servers, Clients, Requests, and Responses.mp4 | 69.08 MB | ||
| 1. Getting Started with Data, Servers, Clients, Requests, and Responses.srt | 5.93 KB | ||
| 10. What is Software Integration and How is it Applied.html | 156 B | ||
| 2. Getting Started with Data, Servers, Clients, Requests, and Responses.html | 156 B | ||
| 3. Getting Started with Data Connectivity, APIs, and Endpoints.mp4 | 104.16 MB | ||
| 3. Getting Started with Data Connectivity, APIs, and Endpoints.srt | 8.54 KB | ||
| 4. Getting Started with Data Connectivity, APIs, and Endpoints.html | 156 B | ||
| 5. Become Better Acquainted with APIs.mp4 | 115.63 MB | ||
| 5. Become Better Acquainted with APIs.srt | 10.39 KB | ||
| 6. Become Better Acquainted with APIs.html | 156 B | ||
| 7. Communication through Text Files.mp4 | 60.34 MB | ||
| 7. Communication through Text Files.srt | 5.47 KB | ||
| 8. Communication through Text Files.html | 156 B | ||
| 9. What is Software Integration and How is it Applied.mp4 | 63.73 MB | ||
| 9. What is Software Integration and How is it Applied.srt | 6.71 KB | ||
| 46. Integration - What is contained in this Course | |||
| 1. Solving a Business Exercise with Python, SQL, and Tableau.mp4 | 52.31 MB | ||
| 1. Solving a Business Exercise with Python, SQL, and Tableau.srt | 5.46 KB | ||
| 2. Presenting the Task Absenteeism at Work.mp4 | 39.06 MB | ||
| 2. Presenting the Task Absenteeism at Work.srt | 3.74 KB | ||
| 3. Presenting the Data Set.mp4 | 40.87 MB | ||
| 3. Presenting the Data Set.srt | 4.15 KB | ||
| 4. Presenting the Data Set.html | 156 B | ||
| 47. Integration - Data Preprocessing Step by Step | |||
| 1. How is the Content in the Next Sections Organized.html | 2.44 KB | ||
| 1.1 Absenteeism_data.csv.csv | 32.05 KB | ||
| 1.2 df_preprocessed.csv.csv | 29.11 KB | ||
| 1.3 data_preprocessing_homework.pdf.pdf | 134.47 KB | ||
| 10. A Deeper Look at the 'Reasons for Absence' Column.mp4 | 40.57 MB | ||
| 10. A Deeper Look at the 'Reasons for Absence' Column.srt | 5.85 KB | ||
| 11. Splitting a Variable into Multiple Dummy Variables.mp4 | 81.13 MB | ||
| 11. Splitting a Variable into Multiple Dummy Variables.srt | 10.2 KB | ||
| 12. EXERCISE - Splitting a Variable into Multiple Dummy Variables.html | 129 B | ||
| 13. SOLUTION - Splitting a Variable into Multiple Dummy Variables.html | 116 B | ||
| 14. How to Drop a Dummy Variable from the Data Set.html | 2.34 KB | ||
| 15. A Statistical Perspective on Dummy Variables.mp4 | 13.77 MB | ||
| 15. A Statistical Perspective on Dummy Variables.srt | 1.7 KB | ||
| 16. Categorizing the Various Reasons for Absence.mp4 | 74.55 MB | ||
| 16. Categorizing the Various Reasons for Absence.srt | 10.02 KB | ||
| 17. Concatenation in Python.mp4 | 38.75 MB | ||
| 17. Concatenation in Python.srt | 5.07 KB | ||
| 18. EXERCISE - Concatenation in Python.html | 189 B | ||
| 19. SOLUTION - Concatenation in Python.html | 142 B | ||
| 2. How to Import the Data Set in Python.mp4 | 23.09 MB | ||
| 2. How to Import the Data Set in Python.srt | 3.99 KB | ||
| 20. How to Reorder Columns in a DataFrame in Python.mp4 | 14.05 MB | ||
| 20. How to Reorder Columns in a DataFrame in Python.srt | 1.82 KB | ||
| 21. EXERCISE - How to Reorder Columns in a DataFrame in Python.html | 167 B | ||
| 22. SOLUTION - How to Reorder Columns in a DataFrame in Python.html | 471 B | ||
| 23. Using Checkpoints to Ease Your Work in Jupyter.mp4 | 25.72 MB | ||
| 23. Using Checkpoints to Ease Your Work in Jupyter.srt | 3.64 KB | ||
| 23.1 Using Checkpoints.html | 176 B | ||
| 24. EXERCISE - Using Checkpoints to Ease Your Work in Jupyter.html | 137 B | ||
| 25. SOLUTION - Using Checkpoints to Ease Your Work in Jupyter.html | 117 B | ||
| 26. Analyzing the Date Column.mp4 | 57.27 MB | ||
| 26. Analyzing the Date Column.srt | 8.43 KB | ||
| 27. Retrieving the Month Value From the Date Column.mp4 | 47.8 MB | ||
| 27. Retrieving the Month Value From the Date Column.srt | 7.97 KB | ||
| 28. Adding the Day of the Week Column.mp4 | 27.99 MB | ||
| 28. Adding the Day of the Week Column.srt | 4.47 KB | ||
| 29. EXERCISE - Dropping Columns.html | 1.21 KB | ||
| 29.1 Dropping Columns.html | 188 B | ||
| 29.2 Preprocessing - df_reason_date_mod.html | 191 B | ||
| 3. Exploring the Data Set.mp4 | 61.83 MB | ||
| 3. Exploring the Data Set.srt | 7.04 KB | ||
| 30. Analysis of the Next 5 Columns in DF.mp4 | 29.56 MB | ||
| 30. Analysis of the Next 5 Columns in DF.srt | 4.34 KB | ||
| 31. Dealing with More Numerical Features which may Behave like Categorical Ones.mp4 | 39.61 MB | ||
| 31. Dealing with More Numerical Features which may Behave like Categorical Ones.srt | 5.67 KB | ||
| 32. A Final Note on this Section.mp4 | 21.61 MB | ||
| 32. A Final Note on this Section.srt | 2.47 KB | ||
| 32.1 Exercises and solutions.html | 170 B | ||
| 32.2 Preprocessing.html | 156 B | ||
| 4. Programming vs the Rest of the World.mp4 | 27.83 MB | ||
| 4. Programming vs the Rest of the World.srt | 4.05 KB | ||
| 5. A Brief Summary of Regression Analysis.html | 2.84 KB | ||
| 6. The Approach we will Take to Solve this Exercise.mp4 | 20.16 MB | ||
| 6. The Approach we will Take to Solve this Exercise.srt | 2.8 KB | ||
| 7. Dropping Variables We Don't Need.mp4 | 61.69 MB | ||
| 7. Dropping Variables We Don't Need.srt | 7.81 KB | ||
| 8. EXERCISE - Dropping Variables We Don't Need.html | 866 B | ||
| 9. SOLUTION - Dropping Variables We Don't Need.html | 113 B | ||
| 48. Integration - Integrating Python and SQL | |||
| 1. How to Use the 'absenteeism_module' in Python - Part I.mp4 | 25.45 MB | ||
| 1. How to Use the 'absenteeism_module' in Python - Part I.srt | 4.76 KB | ||
| 1.1 The 5 files rar.html | 134 B | ||
| 10. Sending Data from Jupyter to Workbench - Part II.mp4 | 58.22 MB | ||
| 10. Sending Data from Jupyter to Workbench - Part II.srt | 7.65 KB | ||
| 11. Sending Data from Jupyter to Workbench - Part III.mp4 | 32.83 MB | ||
| 11. Sending Data from Jupyter to Workbench - Part III.srt | 3.33 KB | ||
| 11.1 Integration.html | 154 B | ||
| 2. How to Use the 'absenteeism_module' in Python - Part II.mp4 | 54.33 MB | ||
| 2. How to Use the 'absenteeism_module' in Python - Part II.srt | 7.53 KB | ||
| 3. Creating the 'predicted_outputs' Database in MySQL.mp4 | 58.92 MB | ||
| 3. Creating the 'predicted_outputs' Database in MySQL.srt | 7.9 KB | ||
| 4. Importing 'pymysql' in Python.mp4 | 19.05 MB | ||
| 4. Importing 'pymysql' in Python.srt | 3.39 KB | ||
| 5. Creating a Connection and Cursor.mp4 | 20.98 MB | ||
| 5. Creating a Connection and Cursor.srt | 3.53 KB | ||
| 6. EXERCISE - Creating 'df_new_obs'.html | 322 B | ||
| 7. Creating the 'predicted_outputs' Table in MySQL.mp4 | 52.46 MB | ||
| 7. Creating the 'predicted_outputs' Table in MySQL.srt | 5.98 KB | ||
| 8. Executing and SQL SELECT Statement from Python.mp4 | 25.36 MB | ||
| 8. Executing and SQL SELECT Statement from Python.srt | 3.69 KB | ||
| 9. Sending Data from Jupyter to Workbench - Part I.mp4 | 76.29 MB | ||
| 9. Sending Data from Jupyter to Workbench - Part I.srt | 7.84 KB | ||
| 49. Integration - Using Tableau to Analyze the Predicted Outputs | |||
| 1. EXERCISE - Age vs Probability.html | 385 B | ||
| 2. Using Tableau to Analyze Age vs Probability.mp4 | 56.49 MB | ||
| 2. Using Tableau to Analyze Age vs Probability.srt | 10.01 KB | ||
| 3. EXERCISE - Reasons vs Probability.html | 397 B | ||
| 4. Using Tableau to Analyze Reasons vs Probability.mp4 | 59.3 MB | ||
| 4. Using Tableau to Analyze Reasons vs Probability.srt | 9.54 KB | ||
| 5. EXERCISE - Transportation Expense vs Probability.html | 553 B | ||
| 6. Using Tableau to Analyze Transportation Expense vs Probability.mp4 | 40.63 MB | ||
| 6. Using Tableau to Analyze Transportation Expense vs Probability.srt | 7.21 KB | ||
| 5. Intro to Data and Data Science - Common Data Science Techniques | |||
| 1. Traditional Data Techniques.mp4 | 138.39 MB | ||
| 1. Traditional Data Techniques.srt | 10.62 KB | ||
| 10. Traditional Methods Techniques.mp4 | 111.63 MB | ||
| 10. Traditional Methods Techniques.srt | 10.98 KB | ||
| 11. Traditional Methods Techniques.html | 156 B | ||
| 12. Traditional Methods Real-life Examples.mp4 | 42.84 MB | ||
| 12. Traditional Methods Real-life Examples.srt | 3.58 KB | ||
| 13. Machine Learning (ML) Techniques.mp4 | 99.27 MB | ||
| 13. Machine Learning (ML) Techniques.srt | 8.73 KB | ||
| 14. Machine Learning (ML) Techniques.html | 156 B | ||
| 15. Machine Learning (ML) Types of Machine Learning.mp4 | 125.05 MB | ||
| 15. Machine Learning (ML) Types of Machine Learning.srt | 10.51 KB | ||
| 16. Machine Learning (ML) Types of Machine Learning.html | 156 B | ||
| 17. Machine Learning (ML) Real-life Examples.mp4 | 36.85 MB | ||
| 17. Machine Learning (ML) Real-life Examples.srt | 2.9 KB | ||
| 18. Machine Learning (ML) Real-life Examples.html | 156 B | ||
| 2. Traditional Data Techniques.html | 156 B | ||
| 3. Traditional Data Real-life Examples.mp4 | 29.95 MB | ||
| 3. Traditional Data Real-life Examples.srt | 2.24 KB | ||
| 4. Big Data Techniques.mp4 | 75.46 MB | ||
| 4. Big Data Techniques.srt | 5.67 KB | ||
| 5. Big Data Techniques.html | 156 B | ||
| 6. Big Data Real-life Examples.mp4 | 22.06 MB | ||
| 6. Big Data Real-life Examples.srt | 1.88 KB | ||
| 7. Business Intelligence (BI) Techniques.mp4 | 89.84 MB | ||
| 7. Business Intelligence (BI) Techniques.srt | 8.63 KB | ||
| 8. Business Intelligence (BI) Techniques.html | 156 B | ||
| 9. Business Intelligence (BI) Real-life Examples.mp4 | 29.52 MB | ||
| 9. Business Intelligence (BI) Real-life Examples.srt | 29.52 MB | ||
| 6. Intro to Data and Data Science - Common Data Science Tools | |||
| 1. Programming Languages & Software Employed in Data Science - All the Tools Needed.mp4 | 103.38 MB | ||
| 1. Programming Languages & Software Employed in Data Science - All the Tools Needed.srt | 7.29 KB | ||
| 2. Programming Languages & Software Employed in Data Science - All the Tools Needed.html | 156 B | ||
| 7. Intro to Data and Data Science - Data Science Career Paths | |||
| 1. Data Science Job Positions What do they Involve and What to Look out for.mp4 | 54.34 MB | ||
| 1. Data Science Job Positions What do they Involve and What to Look out for.srt | 4.49 KB | ||
| 2. Data Science Job Positions What do they Involve and What to Look out for.html | 156 B | ||
| 8. Intro to Data and Data Science - Dispelling Common Misconceptions | |||
| 1. Dispelling common Misconceptions.mp4 | 72.71 MB | ||
| 1. Dispelling common Misconceptions.srt | 5.29 KB | ||
| 2. Dispelling common Misconceptions.html | 156 B | ||
| 9. Part 2 Statistics - Population and Sample | |||
| 1. Population vs sample.mp4 | 58.08 MB | ||
| 1. Population vs sample.srt | 5.47 KB | ||
| 1.1 Statistics Glossary.xlsx.xlsx | 20.26 KB | ||
| 1.2 Course notes_descriptive_statistics.pdf.pdf | 482.21 KB | ||
| 2. Population and Sample.html | 156 B | ||
| [FreeAllCourse.Com].URL | 228 B | ||
| ▲ 955 total files | |||
The Business Intelligence Analyst Course 2020
The skills you need to become a BI Analyst – Statistics, Database theory, SQL, Tableau – Everything is included
What you’ll learn
Become an expert in Statistics, SQL, Tableau, and problem solving
Boost your resume with in-demand skills
Gather, organize, analyze and visualize data
Use data for improved business decision-making
Present information in the form of metrics, KPIs, reports, and dashboards
Perform quantitative and qualitative business analysis
Analyze current and historical data
Discover how to find trends, market conditions, and research competitor positioning
Created by 365 Careers
Last updated 12/2019
English
For More Updated Courses Visit: https://freeallcourse.com/
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|---|---|---|---|---|---|
| 503.7 MB | freecoursewb | 1 week | 20 | 11 | |
| 784.3 MB | freecoursewb | 1 week | 18 | 6 | |
| 2.2 GB | freecoursewb | 1 week | 0 | 0 | |
| 3.7 GB | freecoursewb | 1 week | 0 | 0 | |
| 3.3 GB | freecoursewb | 1 week | 24 | 16 |
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