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FreeAllCourse Com Udemy The Business Intelligence Analyst Course 2020

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[FreeAllCourse.Com] Udemy - The Business Intelligence Analyst Course 2020

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Total Size

12.0 GB

Total Files

955

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2020-06-03 22:54

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42F591F20FB4E70D785B5A45895E425AB007C228

/1. Part 1 Introduction/

1. What Does the Course Cover.mp4

57.8 MB

1. What Does the Course Cover.srt

5.1 KB

1.1 BI - FAQ.pdf.pdf

1.2 MB

1.2 Course Resources - Complete Package.html

0.1 KB

/10. Statistics - Descriptive Statistics/

1. Types of Data.mp4

76.0 MB

1. Types of Data.srt

6.1 KB

1.1 Course notes_descriptive_statistics.pdf.pdf

493.8 KB

10. Numerical Variables Exercise.html

0.1 KB

10.1 2.4. Numerical variables. Frequency distribution table_exercise_solution.xlsx.xlsx

13.5 KB

10.2 2.4. Numerical variables. Frequency distribution table_exercise.xlsx.xlsx

12.0 KB

11. The Histogram.mp4

14.5 MB

11. The Histogram.srt

3.1 KB

11.1 2.5. The Histogram_lesson.xlsx.xlsx

19.1 KB

12. The Histogram.html

0.2 KB

13. Histogram Exercise.html

0.1 KB

13.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf

296.1 KB

13.2 2.5. The Histogram_exercise_solution.xlsx.xlsx

17.2 KB

13.3 2.5. The Histogram_exercise.xlsx.xlsx

15.9 KB

14. Cross Table and Scatter Plot.mp4

41.7 MB

14. Cross Table and Scatter Plot.srt

6.8 KB

14.1 2.6. Cross table and scatter plot.xlsx.xlsx

26.7 KB

15. Cross Tables and Scatter Plots.html

0.2 KB

16. Cross Tables and Scatter Plots Exercise.html

0.1 KB

16.1 2.6. Cross table and scatter plot_exercise_solution.xlsx.xlsx

41.4 KB

16.2 2.6. Cross table and scatter plot_exercise.xlsx.xlsx

16.7 KB

17. Mean, median and mode.mp4

38.9 MB

17. Mean, median and mode.srt

5.9 KB

17.1 2.7. Mean, median and mode_lesson.xlsx.xlsx

10.7 KB

18. Mean, Median and Mode Exercise.html

0.1 KB

18.1 2.7. Mean, median and mode_exercise.xlsx.xlsx

11.1 KB

18.2 2.7. Mean, median and mode_exercise_solution.xlsx.xlsx

11.6 KB

19. Skewness.mp4

20.4 MB

19. Skewness.srt

3.7 KB

19.1 2.8. Skewness_lesson.xlsx.xlsx

35.5 KB

2. Types of data.html

0.2 KB

20. Skewness.html

0.2 KB

21. Skewness Exercise.html

0.1 KB

21.1 2.8. Skewness_exercise_solution.xlsx.xlsx

20.3 KB

21.2 2.8. Skewness_exercise.xlsx.xlsx

9.7 KB

22. Variance.mp4

53.4 MB

22. Variance.srt

7.7 KB

22.1 2.9. Variance_lesson.xlsx.xlsx

10.3 KB

23. Variance Exercise.html

0.1 KB

23.1 2.9. Variance_exercise_solution.xlsx.xlsx

11.3 KB

23.2 2.9. Variance_exercise.xlsx.xlsx

11.1 KB

24. Standard Deviation and Coefficient of Variation.mp4

47.3 MB

24. Standard Deviation and Coefficient of Variation.srt

6.8 KB

24.1 2.10. Standard deviation and coefficient of variation_lesson.xlsx.xlsx

11.2 KB

25. Standard deviation.html

0.2 KB

26. Standard Deviation and Coefficient of Variation Exercise.html

0.1 KB

26.1 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx.xlsx

12.9 KB

26.2 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx.xlsx

11.9 KB

27. Covariance.mp4

28.9 MB

27. Covariance.srt

5.0 KB

27.1 2.11. Covariance_lesson.xlsx.xlsx

25.5 KB

28. Covariance.html

0.2 KB

29. Covariance Exercise.html

0.1 KB

29.1 2.11. Covariance_exercise.xlsx.xlsx

20.7 KB

29.2 2.11. Covariance_exercise_solution.xlsx.xlsx

30.2 KB

3. Levels of Measurement.mp4

57.0 MB

3. Levels of Measurement.srt

4.7 KB

30. Correlation Coefficient.mp4

30.8 MB

30. Correlation Coefficient.srt

4.8 KB

30.1 2.12. Correlation_lesson.xlsx.xlsx

25.6 KB

31. Correlation Coefficient.html

0.2 KB

32. Correlation Coefficient Exercise.html

0.1 KB

32.1 2.12. Correlation_exercise_solution.xlsx.xlsx

30.2 KB

32.2 2.12. Correlation_exercise.xlsx.xlsx

30.0 KB

4. Levels of measurement.html

0.2 KB

5. Categorical Variables - Visualization Techniques.mp4

40.3 MB

5. Categorical Variables - Visualization Techniques.srt

6.6 KB

5.1 2.3. Categorical variables. Visualization techniques_lesson.xlsx.xlsx

31.3 KB

6. Categorical variables. Visualization Techniques.html

0.2 KB

7. Categorical Variables Exercise.html

0.1 KB

7.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf

296.1 KB

7.2 2.3. Categorical variables. Visualization techniques_exercise.xlsx.xlsx

15.6 KB

7.3 2.3. Categorical variables. Visualization techniques_exercise_solution.xlsx.xlsx

42.1 KB

8. Numerical Variables - Frequency Distribution Table.mp4

27.1 MB

8. Numerical Variables - Frequency Distribution Table.srt

4.5 KB

8.1 2.4. Numerical variables. Frequency distribution table_lesson.xlsx.xlsx

11.7 KB

9. Numerical variables. Using a frequency distribution table.html

0.2 KB

/11. Statistics - Practical Example Descriptive Statistics/

1. Practical Example.mp4

168.3 MB

1. Practical Example.srt

21.3 KB

1.1 2.13. Practical example. Descriptive statistics_lesson.xlsx.xlsx

150.0 KB

2. Practical Example Exercise.html

0.1 KB

2.1 2.13.Practical-example.Descriptive-statistics-exercise.xlsx.xlsx

123.2 KB

2.2 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx.xlsx

149.7 KB

/12. Statistics - Inferential Statistics Fundamentals/

1. Introduction.mp4

16.3 MB

1. Introduction.srt

1.7 KB

1.1 Course notes_inferential statistics.pdf.pdf

391.5 KB

10. Central Limit Theorem.html

0.2 KB

11. Standard error.mp4

23.9 MB

11. Standard error.srt

23.9 MB

12. Standard error.html

0.2 KB

13. Estimators and Estimates.mp4

50.2 MB

13. Estimators and Estimates.srt

3.8 KB

14. Estimators and Estimates.html

0.2 KB

2. What is a Distribution.mp4

64.6 MB

2. What is a Distribution.srt

6.0 KB

2.1 3.2. What is a distribution_lesson.xlsx.xlsx

19.9 KB

2.2 Course notes_inferential statistics.pdf.pdf

391.5 KB

3. What is a Distribution.html

0.2 KB

4. The Normal Distribution.mp4

52.3 MB

4. The Normal Distribution.srt

5.0 KB

5. The Normal Distribution.html

0.2 KB

6. The Standard Normal Distribution.mp4

23.6 MB

6. The Standard Normal Distribution.srt

4.0 KB

6.1 3.4. Standard normal distribution_lesson.xlsx.xlsx

10.6 KB

7. The Standard Normal Distribution.html

0.2 KB

8. The Standard Normal Distribution Exercise.html

0.1 KB

8.1 3.4.Standard-normal-distribution-exercise.xlsx.xlsx

12.3 KB

8.2 3.4.Standard-normal-distribution-exercise-solution.xlsx.xlsx

24.6 KB

9. Central Limit Theorem.mp4

66.0 MB

9. Central Limit Theorem.srt

5.8 KB

/13. Statistics - Inferential Statistics Confidence Intervals/

1. What are Confidence Intervals.mp4

52.4 MB

1. What are Confidence Intervals.srt

3.3 KB

10. Margin of Error.mp4

62.1 MB

10. Margin of Error.srt

6.3 KB

11. Margin of Error.html

0.2 KB

12. Confidence intervals. Two means. Dependent samples.mp4

73.9 MB

12. Confidence intervals. Two means. Dependent samples.srt

8.2 KB

12.1 3.13. Confidence intervals. Two means. Dependent samples_lesson.xlsx.xlsx

10.7 KB

13. Confidence intervals. Two means. Dependent samples Exercise.html

0.1 KB

13.1 3.13. Confidence intervals. Two means. Dependent samples_exercise.xlsx.xlsx

14.1 KB

13.2 3.13. Confidence intervals. Two means. Dependent samples_exercise_solution.xlsx.xlsx

14.6 KB

14. Confidence intervals. Two means. Independent samples (Part 1).mp4

30.2 MB

14. Confidence intervals. Two means. Independent samples (Part 1).srt

6.2 KB

14.1 3.14. Confidence intervals. Two means. Independent samples (Part 1)_lesson.xlsx.xlsx

10.1 KB

15. Confidence intervals. Two means. Independent samples (Part 1) Exercise.html

0.1 KB

15.1 3.14. Confidence intervals. Two means. Independent samples (Part 1)_exercise_solution.xlsx.xlsx

10.4 KB

15.2 3.14. Confidence intervals. Two means. Independent samples (Part 1)_exercise.xlsx.xlsx

10.1 KB

16. Confidence intervals. Two means. Independent samples (Part 2).mp4

28.1 MB

16. Confidence intervals. Two means. Independent samples (Part 2).srt

4.6 KB

16.1 3.15. Confidence intervals. Two means. Independent samples (Part 2)_lesson.xlsx.xlsx

9.7 KB

17. Confidence intervals. Two means. Independent samples (Part 2) Exercise.html

0.1 KB

17.1 3.15. Confidence intervals. Two means. Independent samples (Part 2)_exercise.xlsx.xlsx

9.4 KB

17.2 3.15. Confidence intervals. Two means. Independent samples (Part 2)_exercise_solution.xlsx.xlsx

10.0 KB

18. Confidence intervals. Two means. Independent samples (Part 3).mp4

20.9 MB

18. Confidence intervals. Two means. Independent samples (Part 3).srt

2.0 KB

2. What are Confidence Intervals.html

0.2 KB

3. Confidence Intervals; Population Variance Known; z-score.mp4

82.0 MB

3. Confidence Intervals; Population Variance Known; z-score.srt

10.0 KB

3.1 3.9. Population variance known, z-score_lesson.xlsx.xlsx

11.5 KB

3.2 3.9.The-z-table.xlsx.xlsx

26.2 KB

4. Confidence Intervals; Population Variance Known; z-score Exercise.html

0.1 KB

4.1 3.9. Population variance known, z-score_exercise_solution.xlsx.xlsx

11.4 KB

4.2 3.9. Population variance known, z-score_exercise.xlsx.xlsx

11.1 KB

4.3 3.9.The-z-table.xlsx.xlsx

26.2 KB

5. Confidence interval clarifications.mp4

59.8 MB

5. Confidence interval clarifications.srt

5.5 KB

6. Student's T Distribution.mp4

37.1 MB

6. Student's T Distribution.srt

4.2 KB

7. Student's T Distribution.html

0.2 KB

8. Confidence Intervals; Population Variance Unknown; t-score.mp4

33.7 MB

8. Confidence Intervals; Population Variance Unknown; t-score.srt

5.8 KB

8.1 3.11. The t-table.xlsx.xlsx

16.2 KB

8.2 3.11. Population variance unknown, t-score_lesson.xlsx.xlsx

11.0 KB

9. Confidence Intervals; Population Variance Unknown; t-score Exercise.html

0.1 KB

9.1 3.11. Population variance unknown, t-score_exercise.xlsx.xlsx

10.9 KB

9.2 3.11. Population variance unknown, t-score_exercise_solution.xlsx.xlsx

11.4 KB

9.3 3.11. The t-table.xlsx.xlsx

16.2 KB

/14. Statistics - Practical Example Inferential Statistics/

1. Practical Example Inferential Statistics.mp4

107.6 MB

1. Practical Example Inferential Statistics.srt

14.0 KB

1.1 3.17. Practical example. Confidence intervals_lesson.xlsx.xlsx

1.8 MB

2. Practical Example Inferential Statistics Exercise.html

0.1 KB

2.1 3.17.Practical-example.Confidence-intervals-exercise.xlsx.xlsx

1.8 MB

2.2 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx.xlsx

1.9 MB

/15. Statistics - Hypothesis Testing/

1. The Null vs Alternative Hypothesis.mp4

96.5 MB

1. The Null vs Alternative Hypothesis.srt

7.1 KB

1.1 Course notes_hypothesis_testing.pdf.pdf

663.8 KB

10. p-value.mp4

58.6 MB

10. p-value.srt

5.2 KB

10.1 Online p-value calculator.pdf.pdf

1.2 MB

11. p-value.html

0.2 KB

12. Test for the Mean. Population Variance Unknown.mp4

42.1 MB

12. Test for the Mean. Population Variance Unknown.srt

5.9 KB

12.1 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx.xlsx

14.9 KB

13. Test for the Mean. Population Variance Unknown Exercise.html

0.1 KB

13.1 4.6. Test-for-the-mean.Population-variance-unknown-exercise.xlsx.xlsx

11.6 KB

13.2 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx.xlsx

12.9 KB

14. Test for the Mean. Dependent Samples.mp4

52.8 MB

14. Test for the Mean. Dependent Samples.srt

6.4 KB

14.1 4.7. Test for the mean. Dependent samples_lesson.xlsx.xlsx

10.0 KB

15. Test for the Mean. Dependent Samples Exercise.html

0.1 KB

15.1 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx.xlsx

14.7 KB

15.2 4.7. Test for the mean. Dependent samples_exercise.xlsx.xlsx

13.1 KB

16. Test for the mean. Independent samples (Part 1).mp4

31.4 MB

16. Test for the mean. Independent samples (Part 1).srt

5.6 KB

16.1 4.8. Test for the mean. Independent samples (Part 1)_lesson.xlsx.xlsx

9.9 KB

17. Test for the mean. Independent samples (Part 1). Exercise.html

0.1 KB

17.1 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx.xlsx

11.5 KB

17.2 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx.xlsx

11.0 KB

18. Test for the mean. Independent samples (Part 2).mp4

38.1 MB

18. Test for the mean. Independent samples (Part 2).srt

5.3 KB

18.1 4.9. Test for the mean. Independent samples (Part 2)_lesson.xlsx.xlsx

9.5 KB

19. Test for the mean. Independent samples (Part 2).html

0.2 KB

2. Further Reading on Null and Alternative Hypothesis.html

2.3 KB

20. Test for the mean. Independent samples (Part 2).html

0.1 KB

20.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx

11.7 KB

20.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx.xlsx

10.8 KB

3. The Null vs Alternative Hypothesis.html

0.2 KB

4. Rejection Region and Significance Level.mp4

86.5 MB

4. Rejection Region and Significance Level.srt

8.9 KB

4.1 Course notes_hypothesis_testing.pdf.pdf

663.8 KB

5. Rejection Region and Significance Level.html

0.2 KB

6. Type I Error and Type II Error.mp4

46.1 MB

6. Type I Error and Type II Error.srt

5.8 KB

7. Type I Error and Type II Error.html

0.2 KB

8. Test for the Mean. Population Variance Known.mp4

56.9 MB

8. Test for the Mean. Population Variance Known.srt

8.3 KB

8.1 4.4. Test for the mean. Population variance known_lesson.xlsx.xlsx

11.2 KB

9. Test for the Mean. Population Variance Known Exercise.html

0.1 KB

9.1 4.4. Test for the mean. Population variance known_exercise.xlsx.xlsx

11.3 KB

9.2 4.4. Test for the mean. Population variance known_exercise_solution.xlsx.xlsx

11.5 KB

/16. Statistics - Practical Example Hypothesis Testing/

1. Practical Example Hypothesis Testing.mp4

72.7 MB

1. Practical Example Hypothesis Testing.srt

8.7 KB

1.1 4.10.Hypothesis-testing-section-practical-example.xlsx.xlsx

53.0 KB

2. Practical Example Hypothesis Testing Exercise.html

0.1 KB

2.1 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx.xlsx

44.4 KB

2.2 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx.xlsx

45.1 KB

/17. Part 3 Relational Database Theory & Introduction to SQL/

1. Why use SQL.mp4

73.5 MB

1. Why use SQL.srt

4.7 KB

10. Comparing Databases and Spreadsheets.html

0.2 KB

11. Important Database Terminology.mp4

94.9 MB

11. Important Database Terminology.srt

6.2 KB

12. Important Database Terminology.html

0.2 KB

13. The Concept of Relational Schemas Primary Key.mp4

45.0 MB

13. The Concept of Relational Schemas Primary Key.srt

7.1 KB

14. The Concept of Relational Schemas Primary Key.html

0.2 KB

15. The Concept of Relational Schemas Foreign Key.mp4

46.1 MB

15. The Concept of Relational Schemas Foreign Key.srt

6.9 KB

16. The Concept of Relational Schemas Foreign Key.html

0.2 KB

17. The Concept of Relational Schemas Unique Key and Null Values.mp4

25.7 MB

17. The Concept of Relational Schemas Unique Key and Null Values.srt

4.5 KB

18. The Concept of Relational Schemas Unique Key.html

0.2 KB

19. The Concept of Relational Schemas Relationships Between Tables.mp4

43.7 MB

19. The Concept of Relational Schemas Relationships Between Tables.srt

6.3 KB

2. Why use SQL.html

0.2 KB

20. The Concept of Relational Schemas Relationships Between Tables.html

0.2 KB

3. Why use MySQL.mp4

30.7 MB

3. Why use MySQL.srt

2.8 KB

4. Why use MySQL.html

0.2 KB

5. Introducing Databases.mp4

107.8 MB

5. Introducing Databases.srt

6.9 KB

6. Introducing Databases.html

0.2 KB

7. Relational Database Fundamentals.mp4

112.9 MB

7. Relational Database Fundamentals.srt

6.8 KB

8. Relational Database Fundamentals.html

0.2 KB

9. Comparing Databases and Spreadsheets.mp4

164.4 MB

9. Comparing Databases and Spreadsheets.srt

10.6 KB

/18. SQL - Install and get to know MySQL/

1. Installing MySQL Workbench and Server.mp4

103.9 MB

1. Installing MySQL Workbench and Server.srt

13.0 KB

2. Installing Visual C.html

0.8 KB

3. Installing MySQL on macOS and Unix systems.html

2.1 KB

4. The Client-Server Model.html

0.0 KB

4.1 The Client-Server Model.pdf.pdf

570.3 KB

5. Linking GUI with the MySQL Server.mp4

20.2 MB

5. Linking GUI with the MySQL Server.srt

3.4 KB

6. Read me!!!.html

1.0 KB

7. Creating a New User and a New Connection to it.mp4

50.0 MB

7. Creating a New User and a New Connection to it.srt

6.9 KB

8. Familiarize Yourself with the MySQL Interface.mp4

42.2 MB

8. Familiarize Yourself with the MySQL Interface.srt

6.5 KB

/19. SQL - Best SQL Practices/

1. Coding Tips and Best Practices - I.mp4

39.7 MB

1. Coding Tips and Best Practices - I.srt

6.9 KB

1.1 MySQL_Workbench_Shortcuts.pdf.pdf

527.6 KB

2. Coding Tips and Best Practices - I.html

0.2 KB

3. Coding Tips and Best Practices - II.mp4

31.1 MB

3. Coding Tips and Best Practices - II.srt

5.1 KB

4. Coding Tips and Best Practices - II.html

0.2 KB

/2. Intro to Data and Data Science - The Different Data Science Fields/

1. Why Are There So Many Business and Data Science Buzzwords.mp4

85.3 MB

1. Why Are There So Many Business and Data Science Buzzwords.srt

6.8 KB

2. Analysis vs Analytics.mp4

56.1 MB

2. Analysis vs Analytics.srt

5.2 KB

3. Intro to Business Analytics, Data Analytics, and Data Science.mp4

67.6 MB

3. Intro to Business Analytics, Data Analytics, and Data Science.srt

10.9 KB

3.1 365_DataScience_Diagram.pdf.pdf

330.8 KB

4. Intro to Business Analytics, Data Analytics, and Data Science.html

0.2 KB

5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.mp4

114.3 MB

5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.srt

12.2 KB

5.1 365_DataScience_Diagram.pdf.pdf

330.8 KB

5.2 365_DataScience.png.png

7.6 MB

6. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.html

0.2 KB

7. An Overview of our Data Science Infographic.mp4

71.1 MB

7. An Overview of our Data Science Infographic.srt

5.2 KB

7.1 365_DataScience.png.png

7.6 MB

8. An Overview of our Data Science Infographic.html

0.2 KB

/20. SQL - Loading the 'employees' Database/

1. Loading the 'employees' Database.mp4

19.9 MB

1. Loading the 'employees' Database.srt

2.8 KB

1.1 employees_db.pdf.pdf

183.1 KB

2. Loading the 'employees' Database.html

0.9 KB

2.1 The 'employees' database.html

0.1 KB

2.2 employees_db.pdf.pdf

183.1 KB

/21. SQL - Practical Application of the SQL SELECT Statement/

1. Using SELECT - FROM.mp4

37.7 MB

1. Using SELECT - FROM.srt

5.9 KB

10. Using OR.mp4

34.8 MB

10. Using OR.srt

4.0 KB

11. Using OR - Exercise.html

0.1 KB

12. Using OR - Solution.html

0.2 KB

13. Operator Precedence and Logical Order.mp4

33.6 MB

13. Operator Precedence and Logical Order.srt

4.5 KB

14. Operator Precedence and Logical Order - Exercise.html

0.1 KB

15. Operator Precedence and Logical Order - Solution.html

0.3 KB

16. Using IN - NOT IN.mp4

33.7 MB

16. Using IN - NOT IN.srt

3.9 KB

17. Using IN - NOT IN - Exercise 1.html

0.1 KB

18. Using IN - NOT IN - Solution 1.html

0.2 KB

19. Using IN - NOT IN - Exercise 2.html

0.1 KB

2. Using SELECT - FROM - Exercise.html

0.1 KB

20. Using IN - NOT IN - Solution 2.html

0.2 KB

21. Using LIKE - NOT LIKE.mp4

37.8 MB

21. Using LIKE - NOT LIKE.srt

4.5 KB

22. Using LIKE - NOT LIKE - Exercise.html

0.4 KB

23. Using LIKE - NOT LIKE - Solution.html

0.7 KB

24. Using Wildcard Characters.mp4

10.3 MB

24. Using Wildcard Characters.srt

2.5 KB

25. Using Wildcard characters - Exercise.html

0.2 KB

26. Using Wildcard characters - Solution.html

0.5 KB

27. Using BETWEEN - AND.mp4

17.3 MB

27. Using BETWEEN - AND.srt

2.4 KB

28. Using BETWEEN - AND - Exercise.html

0.3 KB

29. Using BETWEEN - AND - Solution.html

1.0 KB

3. Using SELECT - FROM - Solution.html

0.3 KB

30. Using IS NOT NULL - IS NULL.mp4

14.6 MB

30. Using IS NOT NULL - IS NULL.srt

2.0 KB

31. Using IS NOT NULL - IS NULL - Exercise.html

0.1 KB

32. Using IS NOT NULL - IS NULL - Solution.html

0.2 KB

33. Using Other Comparison Operators.mp4

43.2 MB

33. Using Other Comparison Operators.srt

5.2 KB

34. Using Other Comparison Operators - Exercise.html

0.3 KB

35. Using Other Comparison Operators - Solution.html

0.5 KB

36. Using SELECT DISTINCT.mp4

16.4 MB

36. Using SELECT DISTINCT.srt

2.7 KB

37. Using SELECT DISTINCT - Exercise.html

0.4 KB

38. Using SELECT DISTINCT - Solution.html

0.2 KB

39. Getting to Know Aggregate Functions.mp4

45.7 MB

39. Getting to Know Aggregate Functions.srt

6.8 KB

4. Using WHERE.mp4

23.0 MB

4. Using WHERE.srt

3.1 KB

40. Getting to Know Aggregate Functions - Exercise.html

0.3 KB

41. Getting to Know Aggregate Functions - Solution.html

0.4 KB

42. Using ORDER BY.mp4

43.3 MB

42. Using ORDER BY.srt

4.2 KB

43. Using ORDER BY - Exercise.html

0.1 KB

44. Using ORDER BY - Solution.html

0.2 KB

45. Using GROUP BY.mp4

56.2 MB

45. Using GROUP BY.srt

7.0 KB

46. Using Aliases (AS).mp4

22.3 MB

46. Using Aliases (AS).srt

2.8 KB

47. Using Aliases (AS) - Exercise.html

0.3 KB

48. Using Aliases (AS) - Solution.html

0.3 KB

49. Using HAVING.mp4

34.6 MB

49. Using HAVING.srt

4.1 KB

5. Using WHERE - Exercise.html

0.1 KB

50. Using HAVING - Exercise.html

0.8 KB

51. Using HAVING - Solution.html

0.6 KB

52. Using WHERE vs HAVING - Part I.mp4

36.6 MB

52. Using WHERE vs HAVING - Part I.srt

36.6 MB

53. Using WHERE vs HAVING - Part II.mp4

26.0 MB

53. Using WHERE vs HAVING - Part II.srt

4.1 KB

54. Using WHERE vs HAVING - Part II - Exercise.html

0.2 KB

55. Using WHERE vs HAVING - Part II - Solution.html

0.4 KB

56. Using LIMIT.mp4

49.6 MB

56. Using LIMIT.srt

6.0 KB

57. Using LIMIT - Exercise.html

0.1 KB

58. Using LIMIT - Solution.html

0.2 KB

6. Using WHERE - Solution.html

0.2 KB

7. Using AND.mp4

17.5 MB

7. Using AND.srt

2.6 KB

8. Using AND - Exercise.html

0.1 KB

9. Using AND - Solution.html

0.2 KB

/22. SQL - Expanding on MySQL Aggregate Functions/

1. Applying COUNT().mp4

28.7 MB

1. Applying COUNT().srt

5.1 KB

10. Applying AVG().mp4

14.2 MB

10. Applying AVG().srt

2.6 KB

11. Applying AVG() - Exercise.html

0.1 KB

12. Applying AVG() - Solution.html

0.2 KB

13. Rounding Numbers with ROUND().mp4

17.6 MB

13. Rounding Numbers with ROUND().srt

2.7 KB

14. Rounding Numbers with ROUND() - Exercise.html

0.1 KB

15. Rounding Numbers with ROUND() - Solution.html

0.2 KB

2. Applying COUNT() - Exercise.html

0.1 KB

3. Applying COUNT() - Solution.html

0.2 KB

4. Applying SUM().mp4

11.0 MB

4. Applying SUM().srt

1.9 KB

5. Applying SUM() - Exercise.html

0.1 KB

6. Applying SUM() - Solution.html

0.2 KB

7. MIN() and MAX().mp4

10.8 MB

7. MIN() and MAX().srt

1.6 KB

8. MIN() and MAX() - Exercise.html

0.1 KB

9. MIN() and MAX() - Solution.html

0.4 KB

/23. SQL - SQL JOINs/

1. What are JOINs.mp4

44.2 MB

1. What are JOINs.srt

5.2 KB

10. The Functionality of LEFT JOIN - Part I.mp4

53.3 MB

10. The Functionality of LEFT JOIN - Part I.srt

5.9 KB

11. The Functionality of LEFT JOIN - Part II.mp4

57.5 MB

11. The Functionality of LEFT JOIN - Part II.srt

7.0 KB

12. The Functionality of LEFT JOIN - Part II - Exercise.html

0.4 KB

13. The Functionality of LEFT JOIN - Part II - Solution.html

0.6 KB

14. The Functionality of RIGHT JOIN.mp4

33.8 MB

14. The Functionality of RIGHT JOIN.srt

5.2 KB

15. Differences between the New and the Old Join Syntax.mp4

33.6 MB

15. Differences between the New and the Old Join Syntax.srt

5.5 KB

16. Differences between the New and the Old Join Syntax - Exercise.html

0.2 KB

17. Differences between the New and the Old Join Syntax - Solution.html

0.9 KB

18. Using JOIN and WHERE Together.mp4

26.4 MB

18. Using JOIN and WHERE Together.srt

3.6 KB

19. Important – Prevent Error Code 1055!.html

3.2 KB

2. What are JOINs - Exercise 1.html

1.3 KB

20. Using JOIN and WHERE Together - Exercise.html

0.2 KB

21. Using JOIN and WHERE Together - Solution.html

0.5 KB

22. The Functionality of CROSS JOIN.mp4

94.2 MB

22. The Functionality of CROSS JOIN.srt

10.1 KB

23. The Functionality of CROSS JOIN - Exercise 1.html

0.2 KB

24. The Functionality of CROSS JOIN - Solution 1.html

0.4 KB

25. The Functionality of CROSS JOIN - Exercise 2.html

0.2 KB

26. The Functionality of CROSS JOIN - Solution 2.html

0.4 KB

27. Combining Aggregate Functions with Joins.mp4

23.2 MB

27. Combining Aggregate Functions with Joins.srt

2.9 KB

28. JOIN More than Two Tables.mp4

43.4 MB

28. JOIN More than Two Tables.srt

4.9 KB

29. JOIN More than Two Tables - Exercise.html

0.1 KB

3. What are JOINs - Exercise 2.html

1.4 KB

30. JOIN More than Two Tables - Solution.html

1.8 KB

31. Top Tips for Joins.mp4

53.4 MB

31. Top Tips for Joins.srt

7.0 KB

32. Top Tips for Joins - Exercise.html

0.1 KB

33. Top Tips for Joins - Solution.html

0.3 KB

34. The Differences Between UNION and UNION ALL.mp4

50.0 MB

34. The Differences Between UNION and UNION ALL.srt

6.6 KB

35. The Differences Between UNION and UNION ALL - Exercise.html

0.2 KB

36. The Differences Between UNION and UNION ALL - Solution.html

1.1 KB

4. The Functionality of INNER JOIN - Part I.mp4

44.3 MB

4. The Functionality of INNER JOIN - Part I.srt

44.4 MB

5. The Functionality of INNER JOIN - Part II.mp4

70.3 MB

5. The Functionality of INNER JOIN - Part II.srt

6.8 KB

6. The Functionality of INNER JOIN - PART II - Exercise.html

0.1 KB

7. The Functionality of INNER JOIN - PART II - Solution.html

0.4 KB

8. Extra Info on Using Joins.mp4

46.0 MB

8. Extra Info on Using Joins.srt

5.1 KB

9. Duplicate Rows.mp4

48.8 MB

9. Duplicate Rows.srt

5.3 KB

/24. SQL - SQL Subqueries/

1. SQL Subqueries with IN Embedded Inside WHERE.mp4

39.3 MB

1. SQL Subqueries with IN Embedded Inside WHERE.srt

5.2 KB

10. SQL Subqueries Nested in SELECT and FROM - Solution 2.html

0.0 KB

10.1 Subqueries SELECT FROM Solution.sql.sql

1.9 KB

2. SQL Subqueries with IN Embedded Inside WHERE - Exercise.html

0.1 KB

3. SQL Subqueries with IN Embedded Inside WHERE - Solution.html

0.5 KB

4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.mp4

31.2 MB

4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.srt

4.3 KB

5. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE - Exercise.html

0.2 KB

6. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE - Solution.html

0.6 KB

7. SQL Subqueries Nested in SELECT and FROM.mp4

75.1 MB

7. SQL Subqueries Nested in SELECT and FROM.srt

8.8 KB

8. SQL Subqueries Embedded in SELECT and FROM - Exercise 1.html

0.4 KB

9. SQL Subqueries Embedded in SELECT and FROM - Exercise 2.html

1.0 KB

/25. SQL - Stored Routines/

1. Defining Stored Routines.mp4

31.4 MB

1. Defining Stored Routines.srt

4.5 KB

10. Create Stored Procedures with an Output Parameter.mp4

34.1 MB

10. Create Stored Procedures with an Output Parameter.srt

4.2 KB

11. Create Stored Procedures with an Output Parameter - Exercise.html

0.2 KB

12. Stored Procedures with an Output Parameter - Solution.html

0.9 KB

13. SQL Variables.mp4

57.2 MB

13. SQL Variables.srt

7.6 KB

14. SQL Variables - Exercise.html

0.3 KB

15. SQL Variables - Solution.html

0.2 KB

16. The Benefit of User-Defined Functions in MySQL.mp4

51.1 MB

16. The Benefit of User-Defined Functions in MySQL.srt

7.5 KB

17. Error Code 1418..html

2.9 KB

18. The Benefit of User-Defined Functions in MySQL - Exercise.html

0.4 KB

19. The Benefit of User-Defined Functions in MySQL - Solution.html

1.6 KB

2. Defining Stored Routines.html

0.2 KB

20. Concluding Stored Routines.mp4

28.5 MB

20. Concluding Stored Routines.srt

4.8 KB

21. Concluding Stored Routines.html

0.2 KB

3. Create Stored Procedures with MySQL Syntax.mp4

35.9 MB

3. Create Stored Procedures with MySQL Syntax.srt

5.9 KB

4. An Example of Stored Procedures Part I.mp4

25.1 MB

4. An Example of Stored Procedures Part I.srt

3.4 KB

5. An Example of Stored Procedures Part II.mp4

44.2 MB

5. An Example of Stored Procedures Part II.srt

6.3 KB

6. An Example of Stored Procedures Part II - Exercise.html

0.1 KB

7. An Example of Stored Procedures Part II - Solution.html

0.7 KB

8. Creating a Procedure in MySQL Another Way.mp4

34.0 MB

8. Creating a Procedure in MySQL Another Way.srt

3.7 KB

9. Create Stored Procedures with an Input Parameter.mp4

67.6 MB

9. Create Stored Procedures with an Input Parameter.srt

7.7 KB

/26. SQL - The CASE Statement/

1. The SQL CASE Statement.mp4

62.3 MB

1. The SQL CASE Statement.srt

7.0 KB

2. The SQL CASE Statement - Exercise 1.html

0.4 KB

3. THE SQL CASE Statement - Solution 1.html

0.7 KB

4. THE SQL CASE Statement - Exercise 2.html

0.4 KB

5. THE SQL CASE Statement - Solution 2.html

1.8 KB

6. THE SQL CASE Statement - Exercise 3.html

0.4 KB

7. THE SQL CASE Statement - Solution 3.html

0.7 KB

/27. Part 4 Introduction to Tableau/

1. Why Use Tableau Make Your Data Make an Impact.mp4

41.1 MB

1. Why Use Tableau Make Your Data Make an Impact.srt

4.9 KB

2. Let's Download Tableau Public.mp4

29.8 MB

2. Let's Download Tableau Public.srt

2.3 KB

3. Connecting Data in Tableau.mp4

15.0 MB

3. Connecting Data in Tableau.srt

2.6 KB

3.1 GDP Data.xls.xls

159.2 KB

4. Exploring Tableau's Interface.mp4

54.6 MB

4. Exploring Tableau's Interface.srt

11.0 KB

4.1 GDP Data.xls.xls

159.2 KB

5. Let's Create our first Chart in Tableau!.mp4

61.8 MB

5. Let's Create our first Chart in Tableau!.srt

8.0 KB

5.1 GDP Data.xls.xls

159.2 KB

5.2 GDP Data - Tableau Public Link.html

0.1 KB

/28. Tableau - Tableau functionalities/

1. Duplicating a Sheet.mp4

26.6 MB

1. Duplicating a Sheet.srt

3.3 KB

1.1 GDP Data.xls.xls

159.2 KB

2. Creating a Table.mp4

27.5 MB

2. Creating a Table.srt

5.8 KB

2.1 Creating a table - Tableau Public Link.html

0.2 KB

2.2 Tesla sales data.xlsx.xlsx

2.9 MB

3. Creating Custom Fields.mp4

18.1 MB

3. Creating Custom Fields.srt

2.9 KB

3.1 Tesla sales data.xlsx.xlsx

2.9 MB

3.2 Tableau operators.pdf.pdf

124.8 KB

4. Creating a Custom Field and Adding Calculations to a Table.mp4

31.1 MB

4. Creating a Custom Field and Adding Calculations to a Table.srt

4.7 KB

4.1 Tesla sales data.xlsx.xlsx

2.9 MB

4.2 Creating a custom field - Tableau Public Link.html

0.2 KB

5. Adding Totals and Subtotals.mp4

21.9 MB

5. Adding Totals and Subtotals.srt

2.1 KB

5.1 Addint totals and subtotals - Tableau Public Link.html

0.2 KB

5.2 Tesla sales data.xlsx.xlsx

2.9 MB

6. Adding a Custom Calculation.mp4

38.3 MB

6. Adding a Custom Calculation.srt

3.9 KB

6.1 Adding a custom calculation - Tableau Public Link.html

0.2 KB

7. Inserting a Filter.mp4

29.0 MB

7. Inserting a Filter.srt

2.7 KB

7.1 Inserting a filter - Tableau Public Link.html

0.2 KB

8. Working with Joins in Tableau.mp4

47.3 MB

8. Working with Joins in Tableau.srt

5.5 KB

8.1 13. Types of Joins.xlsx.xlsx

57.7 KB

/29. Tableau - The Tableau Exercise/

1. Introduction to the Exercise.mp4

29.9 MB

1. Introduction to the Exercise.srt

2.6 KB

1.1 Audiobook reviews.xlsx.xlsx

273.3 KB

1.2 Audiobook sales.xlsx.xlsx

2.0 MB

10. Creating and Formatting a Dashboard.mp4

33.4 MB

10. Creating and Formatting a Dashboard.srt

5.4 KB

10.1 Creating a dashboard - Tableau Public Link.html

0.2 KB

10.2 Audiobook sales.xlsx.xlsx

2.0 MB

10.3 Audiobook reviews.xlsx.xlsx

273.3 KB

11. Adding Interactive Filters for Improved Analysis.mp4

33.2 MB

11. Adding Interactive Filters for Improved Analysis.srt

5.0 KB

11.1 Audiobook reviews.xlsx.xlsx

273.3 KB

11.2 Adding a filter - Tableau Public Link.html

0.2 KB

11.3 Audiobook sales.xlsx.xlsx

2.0 MB

12. Interactive Filters - fix.mp4

13.1 MB

12. Interactive Filters - fix.srt

2.0 KB

2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.mp4

24.6 MB

2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.srt

2.4 KB

3. Using Joins in Tableau.mp4

44.2 MB

3. Using Joins in Tableau.srt

6.6 KB

3.1 Audiobook sales.xlsx.xlsx

2.0 MB

3.2 Audiobook reviews.xlsx.xlsx

273.3 KB

4. Performing a Numbers Check - Attempt #1.mp4

26.3 MB

4. Performing a Numbers Check - Attempt #1.srt

4.7 KB

4.1 Audiobook sales.xlsx.xlsx

2.0 MB

4.2 Check the data - Tableau Public Link.html

0.2 KB

4.3 Audiobook reviews.xlsx.xlsx

273.3 KB

5. Blending Data in Tableau.mp4

33.9 MB

5. Blending Data in Tableau.srt

6.7 KB

5.1 Check the data - Tableau Public Link.html

0.1 KB

5.2 Audiobook sales.xlsx.xlsx

2.0 MB

5.3 Audiobook reviews.xlsx.xlsx

273.3 KB

6. Performing a Numbers Check - Attempt #2.mp4

21.5 MB

6. Performing a Numbers Check - Attempt #2.srt

4.7 KB

6.1 Check the data - Tableau Public Link.html

0.1 KB

6.2 Audiobook sales.xlsx.xlsx

2.0 MB

6.3 Audiobook reviews.xlsx.xlsx

273.3 KB

7. First Chart.mp4

28.6 MB

7. First Chart.srt

4.9 KB

7.1 Audiobook reviews.xlsx.xlsx

273.3 KB

7.2 Audiobook sales.xlsx.xlsx

2.0 MB

7.3 First chart - Tableau Public Link.html

0.1 KB

8. Second Chart.mp4

17.9 MB

8. Second Chart.srt

4.0 KB

8.1 Audiobook sales.xlsx.xlsx

2.0 MB

8.2 Audiobook reviews.xlsx.xlsx

273.3 KB

8.3 Second chart - Tableau Public Link.html

0.1 KB

9. Third Chart.mp4

16.0 MB

9. Third Chart.srt

3.4 KB

9.1 Audiobook sales.xlsx.xlsx

2.0 MB

9.2 Audiobook reviews.xlsx.xlsx

273.3 KB

9.3 Third chart - Tableau Public Link.html

0.1 KB

/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

132.9 MB

1. When are Traditional data, Big Data, BI, Traditional Data Science and ML applied.srt

9.2 KB

1.1 365_DataScience.png.png

7.6 MB

2. When are Traditional data, Big Data, BI, Traditional Data Science and ML applied.html

0.2 KB

/30. Part 5 Combining SQL and Tableau - Introduction/

1. Introduction to Software Integration.mp4

97.2 MB

1. Introduction to Software Integration.srt

7.2 KB

2. Combining SQL and Tableau.mp4

88.0 MB

2. Combining SQL and Tableau.srt

6.4 KB

3. Loading the Database.mp4

30.3 MB

3. Loading the Database.srt

4.1 KB

4. Loading the Database.html

0.6 KB

4.1 The 'employees_mod' database.html

0.1 KB

4.2 employees_mod_db.pdf.pdf

132.8 KB

/31. Combining SQL and Tableau - Problem 1/

1. Problem 1 Task.mp4

35.4 MB

1. Problem 1 Task.srt

7.3 KB

1.1 employees_mod_db.pdf.pdf

132.8 KB

2. Problem 1 Task - Text.html

0.1 KB

3. Important clarification!.html

1.4 KB

4. Problem 1 Solution in SQL.mp4

45.3 MB

4. Problem 1 Solution in SQL.srt

5.8 KB

5. Problem 1 Solution in SQL - Code.html

0.4 KB

6. Exporting Your Output from SQL and Loading it in Tableau.mp4

33.1 MB

6. Exporting Your Output from SQL and Loading it in Tableau.srt

5.2 KB

7. Chart 1 Visualizing the Solution in Tableau - Part I.mp4

43.1 MB

7. Chart 1 Visualizing the Solution in Tableau - Part I.srt

7.6 KB

8. Chart 1 Visualizing the Solution in Tableau - Part II.mp4

47.8 MB

8. Chart 1 Visualizing the Solution in Tableau - Part II.srt

7.0 KB

/32. Combining SQL and Tableau - Problem 2/

1. Problem 2 Task.mp4

30.4 MB

1. Problem 2 Task.srt

4.8 KB

2. Problem 2 Task - Text.html

0.2 KB

3. Problem 2 Solution in SQL.mp4

41.6 MB

3. Problem 2 Solution in SQL.srt

4.4 KB

4. Problem 2 Solution in SQL - Code.html

0.7 KB

5. Chart 2 Visualizing the Solution in Tableau.mp4

51.8 MB

5. Chart 2 Visualizing the Solution in Tableau.srt

7.5 KB

/33. Combining SQL and Tableau - Problem 3/

1. Problem 3 Task.mp4

14.0 MB

1. Problem 3 Task.srt

2.9 KB

2. Problem 3 Task - Text.html

0.2 KB

3. Problem 3 Solution in SQL.mp4

34.9 MB

3. Problem 3 Solution in SQL.srt

4.0 KB

4. Problem 3 Solution in SQL - Code.html

0.5 KB

5. Chart 3 Visualizing the Solution in Tableau.mp4

42.5 MB

5. Chart 3 Visualizing the Solution in Tableau.srt

6.0 KB

/34. Combining SQL and Tableau - Problem 4/

1. Problem 4 Task.mp4

24.9 MB

1. Problem 4 Task.srt

3.7 KB

2. Problem 4 Task - Text.html

0.3 KB

3. Problem 4 Solution in SQL.mp4

31.8 MB

3. Problem 4 Solution in SQL.srt

3.2 KB

4. Problem 4 Solution in SQL - Code.html

0.7 KB

5. Chart 4 Visualizing the Solution in Tableau.mp4

23.8 MB

5. Chart 4 Visualizing the Solution in Tableau.srt

3.9 KB

/35. Combining SQL and Tableau - Problem 5/

1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.mp4

58.9 MB

1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.srt

6.9 KB

/36. Part 6 Introduction to Programming with Python/

1. A 5-minute explanation of Programming.mp4

61.4 MB

1. A 5-minute explanation of Programming.srt

7.1 KB

10. Understanding Jupyter's Interface.html

0.2 KB

11. Python 2 vs Python 3.mp4

11.8 MB

11. Python 2 vs Python 3.srt

3.4 KB

11.1 Python Introduction - Course Notes.pdf.pdf

2.1 MB

2. A 5-minute explanation of Programming.html

0.2 KB

3. Why use Python.mp4

78.7 MB

3. Why use Python.srt

7.1 KB

4. Why Use Python.html

0.2 KB

5. Why use Jupyter.mp4

46.5 MB

5. Why use Jupyter.srt

4.7 KB

6. Why Use Jupyter.html

0.2 KB

7. How to Install Python and Jupyter.mp4

53.5 MB

7. How to Install Python and Jupyter.srt

9.1 KB

8. Understanding Jupyter’s Interface – Dashboard.mp4

14.5 MB

8. Understanding Jupyter’s Interface – Dashboard.srt

3.8 KB

9. Understanding Jupyter’s Interface – Prerequisites for Coding.mp4

32.1 MB

9. Understanding Jupyter’s Interface – Prerequisites for Coding.srt

8.0 KB

9.1 Jupyter_Shortcuts.pdf.pdf

603.7 KB

/37. Python - Python Variables and Data Types/

1. Python Variables.mp4

26.5 MB

1. Python Variables.srt

6.2 KB

1.1 Python Introduction - Course Notes.pdf.pdf

2.1 MB

1.2 Python Variables - Resources.html

0.1 KB

2. Python Variables.html

0.2 KB

3. Understanding Numbers and Boolean Values.mp4

17.9 MB

3. Understanding Numbers and Boolean Values.srt

3.8 KB

3.1 Understanding Numbers and Boolean Values - Resources.html

0.1 KB

4. Understanding Numbers and Boolean Values.html

0.2 KB

5. Strings.mp4

53.1 MB

5. Strings.srt

14.9 KB

5.1 Strings - Resources.html

0.1 KB

6. Strings.html

0.2 KB

/38. Python - Python Syntax Fundamentals/

1. The Arithmetic Operators of Python.mp4

19.8 MB

1. The Arithmetic Operators of Python.srt

19.5 MB

1.1 Arithmetic Operators - Resources.html

0.1 KB

10. How to Index Elements.mp4

6.2 MB

10. How to Index Elements.srt

1.7 KB

10.1 Indexing Elements - Resources.html

0.1 KB

11. How to Index Elements.html

0.2 KB

12. How to Structure Your Code with Indentation.mp4

13.8 MB

12. How to Structure Your Code with Indentation.srt

4.8 KB

12.1 Structure Your Code with Indentation - Resources.html

0.1 KB

13. How to Structure Your Code with Indentation.html

0.2 KB

2. Using Arithmetic Operators in Python.html

0.2 KB

3. What is the Double Equality Sign.mp4

6.3 MB

3. What is the Double Equality Sign.srt

1.9 KB

3.1 The Double Equality Sign - Resources.html

0.1 KB

4. What is the Double Equality Sign.html

0.2 KB

5. How to Reassign Values.mp4

4.2 MB

5. How to Reassign Values.srt

1.3 KB

5.1 Reassign Values - Resources.html

0.1 KB

6. How to Reassign Values.html

0.2 KB

7. How to Add Comments.mp4

11.8 MB

7. How to Add Comments.srt

4.0 KB

7.1 How to Add Comments - Resources.html

0.1 KB

8. How to Add Comments.html

0.2 KB

9. Understanding Line Continuation.mp4

2.5 MB

9. Understanding Line Continuation.srt

1.2 KB

9.1 Line Continuation - Resources.html

0.1 KB

/39. Python - Other Python Operators/

1. Python's Comparison Operators.mp4

10.7 MB

1. Python's Comparison Operators.srt

2.5 KB

1.1 Comparison Operators - Resources.html

0.1 KB

2. Python's Comparison Operators.html

0.2 KB

3. Python's Logical and Identity Operators.mp4

31.5 MB

3. Python's Logical and Identity Operators.srt

5.9 KB

3.1 Logical and Identity Operators - Resources.html

0.1 KB

4. Python's Logical and Identity Operators.html

0.2 KB

/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

91.7 MB

1. Why do we Need each of these Disciplines.srt

6.7 KB

2. Why do we Need each of these Disciplines.html

0.2 KB

/40. Python - Conditional Statements/

1. Getting to know the IF Statement.mp4

24.4 MB

1. Getting to know the IF Statement.srt

7.8 KB

1.1 Introduction to the If Statement - Resources.html

0.1 KB

2. Getting to know the IF Statement.html

0.2 KB

3. Adding an ELSE statement.mp4

24.4 MB

3. Adding an ELSE statement.srt

6.4 KB

3.1 Add an Else Statement - Resources.html

0.1 KB

4. Else if, for Brief – ELIF.mp4

56.0 MB

4. Else if, for Brief – ELIF.srt

13.5 KB

4.1 Else if, for Brief - Elif - Resources.html

0.1 KB

5. An Additional Explanation of Boolean Values.mp4

21.0 MB

5. An Additional Explanation of Boolean Values.srt

6.4 KB

5.1 A Note on Boolean Values - Resources.html

0.1 KB

6. An Additional Explanation of Boolean Values.html

0.2 KB

/41. Python - Functions/

1. How to Define a Function in Python.mp4

15.5 MB

1. How to Define a Function in Python.srt

5.4 KB

1.1 Defining a Function in Python - Resources.html

0.1 KB

2. How to Create a Function with a Parameter.mp4

40.0 MB

2. How to Create a Function with a Parameter.srt

9.2 KB

2.1 Creating a Function with a Parameter - Resources.html

0.1 KB

3. Define a Function in Another Way.mp4

26.5 MB

3. Define a Function in Another Way.srt

6.6 KB

3.1 Another Way to Define a Function - Resources.html

0.1 KB

4. How to use a Function within a Function.mp4

8.5 MB

4. How to use a Function within a Function.srt

2.1 KB

4.1 Using a Function in Another Function - Resources.html

0.1 KB

5. Use Conditional Statements and Functions Together.mp4

16.4 MB

5. Use Conditional Statements and Functions Together.srt

3.6 KB

5.1 Combining Conditional Statements and Functions - Resources.html

0.1 KB

6. How to Create Functions Which Contain a Few Arguments.mp4

15.4 MB

6. How to Create Functions Which Contain a Few Arguments.srt

3.1 KB

6.1 Creating Functions Containing a Few Arguments - Resources.html

0.1 KB

7. Built-In Functions in Python Worth Knowing.mp4

23.1 MB

7. Built-In Functions in Python Worth Knowing.srt

4.3 KB

7.1 Notable Built-In Functions in Python - Resources.html

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8. Python - Functions.html

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/42. Python - Python Sequences/

1. Introduction to Lists.mp4

39.6 MB

1. Introduction to Lists.srt

10.1 KB

1.1 Lists - Resources.html

0.1 KB

2. Introduction to Lists.html

0.2 KB

3. Using Methods in Python.mp4

39.4 MB

3. Using Methods in Python.srt

8.6 KB

3.1 Help Yourself with Methods - Resources.html

0.1 KB

4. Using Methods in Python.html

0.2 KB

5. What is List Slicing.mp4

32.3 MB

5. What is List Slicing.srt

5.7 KB

5.1 List Slicing - Resources.html

0.1 KB

6. Working with Tuples.mp4

30.9 MB

6. Working with Tuples.srt

7.1 KB

6.1 Tuples - Resources.html

0.1 KB

7. Python Dictionaries.mp4

43.7 MB

7. Python Dictionaries.srt

43.7 MB

7.1 Dictionaries - Resources.html

0.1 KB

8. Python Dictionaries.html

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/43. Python - Using Iterations/

1. Using For Loops.mp4

24.7 MB

1. Using For Loops.srt

6.7 KB

1.1 For Loops - Resources.html

0.1 KB

2. For Loops.html

0.2 KB

3. Using While Loops and Incrementing.mp4

29.8 MB

3. Using While Loops and Incrementing.srt

6.0 KB

3.1 While Loops and Incrementing - Resources.html

0.1 KB

4. Use the range() Function to Create Lists.mp4

27.1 MB

4. Use the range() Function to Create Lists.srt

7.8 KB

4.1 Create Lists with the range() Function - Resources.html

0.1 KB

5. Use the range() Function to Create Lists.html

0.2 KB

6. Combine Conditional Statements and Loops.mp4

29.1 MB

6. Combine Conditional Statements and Loops.srt

7.6 KB

6.1 Use Conditional Statements and Loops Together - Resources.html

0.1 KB

7. All In – Conditional Statements, Functions, and Loops.mp4

10.0 MB

7. All In – Conditional Statements, Functions, and Loops.srt

2.5 KB

7.1 All In - Conditional Statements, Functions, and Loops - Resources.html

0.1 KB

8. How to Iterate over Dictionaries.mp4

31.1 MB

8. How to Iterate over Dictionaries.srt

8.1 KB

8.1 Iterating over Dictionaries - Resources.html

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/44. Python - Advanced Python tools/

1. Introduction to Object Oriented Programming (OOP).mp4

35.2 MB

1. Introduction to Object Oriented Programming (OOP).srt

6.2 KB

2. Introduction to Object Oriented Programming (OOP).html

0.2 KB

3. Using Modules and Packages.mp4

8.9 MB

3. Using Modules and Packages.srt

1.3 KB

4. Using Modules and Packages.html

0.2 KB

5. What is the Standard Library.mp4

18.9 MB

5. What is the Standard Library.srt

3.6 KB

6. What is the Standard Library.html

0.2 KB

7. How to Import Modules in Python.mp4

20.9 MB

7. How to Import Modules in Python.srt

4.9 KB

8. How to Import Modules in Python.html

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/45. Part 7 Integration - Software Integration/

1. Getting Started with Data, Servers, Clients, Requests, and Responses.mp4

72.4 MB

1. Getting Started with Data, Servers, Clients, Requests, and Responses.srt

6.1 KB

10. What is Software Integration and How is it Applied.html

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2. Getting Started with Data, Servers, Clients, Requests, and Responses.html

0.2 KB

3. Getting Started with Data Connectivity, APIs, and Endpoints.mp4

109.2 MB

3. Getting Started with Data Connectivity, APIs, and Endpoints.srt

8.7 KB

4. Getting Started with Data Connectivity, APIs, and Endpoints.html

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5. Become Better Acquainted with APIs.mp4

121.2 MB

5. Become Better Acquainted with APIs.srt

10.6 KB

6. Become Better Acquainted with APIs.html

0.2 KB

7. Communication through Text Files.mp4

63.3 MB

7. Communication through Text Files.srt

5.6 KB

8. Communication through Text Files.html

0.2 KB

9. What is Software Integration and How is it Applied.mp4

66.8 MB

9. What is Software Integration and How is it Applied.srt

6.9 KB

/46. Integration - What is contained in this Course/

1. Solving a Business Exercise with Python, SQL, and Tableau.mp4

54.9 MB

1. Solving a Business Exercise with Python, SQL, and Tableau.srt

5.6 KB

2. Presenting the Task Absenteeism at Work.mp4

41.0 MB

2. Presenting the Task Absenteeism at Work.srt

3.8 KB

3. Presenting the Data Set.mp4

42.9 MB

3. Presenting the Data Set.srt

4.2 KB

4. Presenting the Data Set.html

0.2 KB

/47. Integration - Data Preprocessing Step by Step/

1. How is the Content in the Next Sections Organized.html

2.5 KB

1.1 Absenteeism_data.csv.csv

32.8 KB

1.2 df_preprocessed.csv.csv

29.8 KB

1.3 data_preprocessing_homework.pdf.pdf

137.7 KB

10. A Deeper Look at the 'Reasons for Absence' Column.mp4

42.5 MB

10. A Deeper Look at the 'Reasons for Absence' Column.srt

6.0 KB

11. Splitting a Variable into Multiple Dummy Variables.mp4

85.1 MB

11. Splitting a Variable into Multiple Dummy Variables.srt

10.4 KB

12. EXERCISE - Splitting a Variable into Multiple Dummy Variables.html

0.1 KB

13. SOLUTION - Splitting a Variable into Multiple Dummy Variables.html

0.1 KB

14. How to Drop a Dummy Variable from the Data Set.html

2.4 KB

15. A Statistical Perspective on Dummy Variables.mp4

14.4 MB

15. A Statistical Perspective on Dummy Variables.srt

1.7 KB

16. Categorizing the Various Reasons for Absence.mp4

78.2 MB

16. Categorizing the Various Reasons for Absence.srt

10.3 KB

17. Concatenation in Python.mp4

40.6 MB

17. Concatenation in Python.srt

5.2 KB

18. EXERCISE - Concatenation in Python.html

0.2 KB

19. SOLUTION - Concatenation in Python.html

0.1 KB

2. How to Import the Data Set in Python.mp4

24.2 MB

2. How to Import the Data Set in Python.srt

4.1 KB

20. How to Reorder Columns in a DataFrame in Python.mp4

14.7 MB

20. How to Reorder Columns in a DataFrame in Python.srt

1.9 KB

21. EXERCISE - How to Reorder Columns in a DataFrame in Python.html

0.2 KB

22. SOLUTION - How to Reorder Columns in a DataFrame in Python.html

0.5 KB

23. Using Checkpoints to Ease Your Work in Jupyter.mp4

27.0 MB

23. Using Checkpoints to Ease Your Work in Jupyter.srt

3.7 KB

23.1 Using Checkpoints.html

0.2 KB

24. EXERCISE - Using Checkpoints to Ease Your Work in Jupyter.html

0.1 KB

25. SOLUTION - Using Checkpoints to Ease Your Work in Jupyter.html

0.1 KB

26. Analyzing the Date Column.mp4

60.0 MB

26. Analyzing the Date Column.srt

8.6 KB

27. Retrieving the Month Value From the Date Column.mp4

50.1 MB

27. Retrieving the Month Value From the Date Column.srt

8.2 KB

28. Adding the Day of the Week Column.mp4

29.3 MB

28. Adding the Day of the Week Column.srt

4.6 KB

29. EXERCISE - Dropping Columns.html

1.2 KB

29.1 Dropping Columns.html

0.2 KB

29.2 Preprocessing - df_reason_date_mod.html

0.2 KB

3. Exploring the Data Set.mp4

64.8 MB

3. Exploring the Data Set.srt

7.2 KB

30. Analysis of the Next 5 Columns in DF.mp4

31.0 MB

30. Analysis of the Next 5 Columns in DF.srt

4.4 KB

31. Dealing with More Numerical Features which may Behave like Categorical Ones.mp4

41.5 MB

31. Dealing with More Numerical Features which may Behave like Categorical Ones.srt

5.8 KB

32. A Final Note on this Section.mp4

22.7 MB

32. A Final Note on this Section.srt

2.5 KB

32.1 Exercises and solutions.html

0.2 KB

32.2 Preprocessing.html

0.2 KB

4. Programming vs the Rest of the World.mp4

29.2 MB

4. Programming vs the Rest of the World.srt

4.2 KB

5. A Brief Summary of Regression Analysis.html

2.9 KB

6. The Approach we will Take to Solve this Exercise.mp4

21.1 MB

6. The Approach we will Take to Solve this Exercise.srt

2.9 KB

7. Dropping Variables We Don't Need.mp4

64.7 MB

7. Dropping Variables We Don't Need.srt

8.0 KB

8. EXERCISE - Dropping Variables We Don't Need.html

0.9 KB

9. SOLUTION - Dropping Variables We Don't Need.html

0.1 KB

/48. Integration - Integrating Python and SQL/

1. How to Use the 'absenteeism_module' in Python - Part I.mp4

26.7 MB

1. How to Use the 'absenteeism_module' in Python - Part I.srt

4.9 KB

1.1 The 5 files rar.html

0.1 KB

10. Sending Data from Jupyter to Workbench - Part II.mp4

61.0 MB

10. Sending Data from Jupyter to Workbench - Part II.srt

7.8 KB

11. Sending Data from Jupyter to Workbench - Part III.mp4

34.4 MB

11. Sending Data from Jupyter to Workbench - Part III.srt

3.4 KB

11.1 Integration.html

0.2 KB

2. How to Use the 'absenteeism_module' in Python - Part II.mp4

57.0 MB

2. How to Use the 'absenteeism_module' in Python - Part II.srt

7.7 KB

3. Creating the 'predicted_outputs' Database in MySQL.mp4

61.8 MB

3. Creating the 'predicted_outputs' Database in MySQL.srt

8.1 KB

4. Importing 'pymysql' in Python.mp4

20.0 MB

4. Importing 'pymysql' in Python.srt

3.5 KB

5. Creating a Connection and Cursor.mp4

22.0 MB

5. Creating a Connection and Cursor.srt

3.6 KB

6. EXERCISE - Creating 'df_new_obs'.html

0.3 KB

7. Creating the 'predicted_outputs' Table in MySQL.mp4

55.0 MB

7. Creating the 'predicted_outputs' Table in MySQL.srt

6.1 KB

8. Executing and SQL SELECT Statement from Python.mp4

26.6 MB

8. Executing and SQL SELECT Statement from Python.srt

3.8 KB

9. Sending Data from Jupyter to Workbench - Part I.mp4

80.0 MB

9. Sending Data from Jupyter to Workbench - Part I.srt

8.0 KB

/49. Integration - Using Tableau to Analyze the Predicted Outputs/

1. EXERCISE - Age vs Probability.html

0.4 KB

2. Using Tableau to Analyze Age vs Probability.mp4

59.2 MB

2. Using Tableau to Analyze Age vs Probability.srt

10.3 KB

3. EXERCISE - Reasons vs Probability.html

0.4 KB

4. Using Tableau to Analyze Reasons vs Probability.mp4

62.2 MB

4. Using Tableau to Analyze Reasons vs Probability.srt

9.8 KB

5. EXERCISE - Transportation Expense vs Probability.html

0.6 KB

6. Using Tableau to Analyze Transportation Expense vs Probability.mp4

42.6 MB

6. Using Tableau to Analyze Transportation Expense vs Probability.srt

7.4 KB

/5. Intro to Data and Data Science - Common Data Science Techniques/

1. Traditional Data Techniques.mp4

145.1 MB

1. Traditional Data Techniques.srt

10.9 KB

10. Traditional Methods Techniques.mp4

117.1 MB

10. Traditional Methods Techniques.srt

11.2 KB

11. Traditional Methods Techniques.html

0.2 KB

12. Traditional Methods Real-life Examples.mp4

44.9 MB

12. Traditional Methods Real-life Examples.srt

3.7 KB

13. Machine Learning (ML) Techniques.mp4

104.1 MB

13. Machine Learning (ML) Techniques.srt

8.9 KB

14. Machine Learning (ML) Techniques.html

0.2 KB

15. Machine Learning (ML) Types of Machine Learning.mp4

131.1 MB

15. Machine Learning (ML) Types of Machine Learning.srt

10.8 KB

16. Machine Learning (ML) Types of Machine Learning.html

0.2 KB

17. Machine Learning (ML) Real-life Examples.mp4

38.6 MB

17. Machine Learning (ML) Real-life Examples.srt

3.0 KB

18. Machine Learning (ML) Real-life Examples.html

0.2 KB

2. Traditional Data Techniques.html

0.2 KB

3. Traditional Data Real-life Examples.mp4

31.4 MB

3. Traditional Data Real-life Examples.srt

2.3 KB

4. Big Data Techniques.mp4

79.1 MB

4. Big Data Techniques.srt

5.8 KB

5. Big Data Techniques.html

0.2 KB

6. Big Data Real-life Examples.mp4

23.1 MB

6. Big Data Real-life Examples.srt

1.9 KB

7. Business Intelligence (BI) Techniques.mp4

94.2 MB

7. Business Intelligence (BI) Techniques.srt

8.8 KB

8. Business Intelligence (BI) Techniques.html

0.2 KB

9. Business Intelligence (BI) Real-life Examples.mp4

31.0 MB

9. Business Intelligence (BI) Real-life Examples.srt

31.0 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

108.4 MB

1. Programming Languages & Software Employed in Data Science - All the Tools Needed.srt

7.5 KB

2. Programming Languages & Software Employed in Data Science - All the Tools Needed.html

0.2 KB

/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

57.0 MB

1. Data Science Job Positions What do they Involve and What to Look out for.srt

4.6 KB

2. Data Science Job Positions What do they Involve and What to Look out for.html

0.2 KB

/8. Intro to Data and Data Science - Dispelling Common Misconceptions/

1. Dispelling common Misconceptions.mp4

76.2 MB

1. Dispelling common Misconceptions.srt

5.4 KB

2. Dispelling common Misconceptions.html

0.2 KB

/9. Part 2 Statistics - Population and Sample/

1. Population vs sample.mp4

60.9 MB

1. Population vs sample.srt

5.6 KB

1.1 Statistics Glossary.xlsx.xlsx

20.8 KB

1.2 Course notes_descriptive_statistics.pdf.pdf

493.8 KB

2. Population and Sample.html

0.2 KB

/

[FreeAllCourse.Com].URL

0.2 KB

 

Total files 955


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