Download The Business Intelligence Analyst Course 2022 Torrent

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The Business Intelligence Analyst Course 2022

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1. Part 1 Introduction

1. What Does the Course Cover.mp4	MP4	55.09 MB
1. What Does the Course Cover.srt	SRT	5.02 KB
1.1 BI - FAQ.pdf	PDF	1.11 MB
2. Download All Resources.html	HTML	666 B

10. Statistics - Descriptive Statistics

1. Types of Data.mp4	MP4	72.48 MB
1. Types of Data.srt	SRT	5.95 KB
1.1 Course notes_descriptive_statistics.pdf	PDF	482.21 KB
10. Numerical Variables Exercise.html	HTML	81 B
10.1 2.4. Numerical variables. Frequency distribution table_exercise_solution.xlsx	XLSX	13.25 KB
10.2 2.4.Numerical-variables.Frequency-distribution-table-exercise.xlsx	XLSX	12.02 KB
11. The Histogram.mp4	MP4	13.8 MB
11. The Histogram.srt	SRT	3.01 KB
11.1 2.5. The Histogram_lesson.xlsx	XLSX	18.63 KB
12. The Histogram.html	HTML	156 B
13. Histogram Exercise.html	HTML	81 B
13.1 2.5. The Histogram_exercise_solution.xlsx	XLSX	16.83 KB
13.2 Statistics - PDF with Excel Solutions that don't visualize properly.pdf	PDF	289.12 KB
13.3 2.5. The Histogram_exercise.xlsx	XLSX	15.5 KB
14. Cross Table and Scatter Plot.mp4	MP4	39.8 MB
14. Cross Table and Scatter Plot.srt	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	HTML	156 B
16. Cross Tables and Scatter Plots Exercise.html	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	MP4	37.1 MB
17. Mean, median and mode.srt	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	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	MP4	19.44 MB
19. Skewness.srt	SRT	3.64 KB
19.1 2.8. Skewness_lesson.xlsx	XLSX	34.63 KB
2. Types of data.html	HTML	156 B
20. Skewness.html	HTML	156 B
21. Skewness Exercise.html	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	MP4	50.96 MB
22. Variance.srt	SRT	7.53 KB
22.1 2.9. Variance_lesson.xlsx	XLSX	10.08 KB
23. Variance Exercise.html	HTML	81 B
23.1 2.9. Variance_exercise.xlsx	XLSX	10.83 KB
23.2 2.9. Variance_exercise_solution.xlsx	XLSX	11.05 KB
24. Standard Deviation and Coefficient of Variation.mp4	MP4	45.16 MB
24. Standard Deviation and Coefficient of Variation.srt	SRT	6.6 KB
24.1 2.10. Standard deviation and coefficient of variation_lesson.xlsx	XLSX	10.97 KB
25. Standard deviation.html	HTML	156 B
26. Standard Deviation and Coefficient of Variation Exercise.html	HTML	81 B
26.1 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx	XLSX	11.61 KB
26.2 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx	XLSX	12.6 KB
27. Covariance.mp4	MP4	27.52 MB
27. Covariance.srt	SRT	4.92 KB
27.1 2.11. Covariance_lesson.xlsx	XLSX	24.92 KB
28. Covariance.html	HTML	156 B
29. Covariance Exercise.html	HTML	81 B
29.1 2.11. Covariance_exercise_solution.xlsx	XLSX	29.51 KB
29.2 2.11. Covariance_exercise.xlsx	XLSX	20.23 KB
3. Levels of Measurement.mp4	MP4	54.36 MB
3. Levels of Measurement.srt	SRT	4.54 KB
30. Correlation Coefficient.mp4	MP4	29.38 MB
30. Correlation Coefficient.srt	SRT	4.71 KB
30.1 2.12. Correlation_lesson.xlsx	XLSX	24.99 KB
31. Correlation Coefficient.html	HTML	156 B
32. Correlation Coefficient Exercise.html	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	HTML	156 B
5. Categorical Variables - Visualization Techniques.mp4	MP4	36.62 MB
5. Categorical Variables - Visualization Techniques.srt	SRT	6.3 KB
5.1 2.3. Categorical variables. Visualization techniques_lesson.xlsx	XLSX	30.58 KB
6. Categorical variables. Visualization Techniques.html	HTML	156 B
7. Categorical Variables Exercise.html	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	MP4	25.83 MB
8. Numerical Variables - Frequency Distribution Table.srt	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	HTML	156 B

11. Statistics - Practical Example Descriptive Statistics

1. Practical Example.mp4	MP4	160.47 MB
1. Practical Example.srt	SRT	20.78 KB
1.1 2.13. Practical example. Descriptive statistics_lesson.xlsx	XLSX	146.51 KB
2. Practical Example Exercise.html	HTML	81 B
2.1 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx	XLSX	146.22 KB
2.2 2.13.Practical-example.Descriptive-statistics-exercise.xlsx	XLSX	120.28 KB

12. Statistics - Inferential Statistics Fundamentals

1. Introduction.mp4	MP4	15.5 MB
1. Introduction.srt	SRT	1.63 KB
1.1 Course notes_inferential statistics.pdf	PDF	382.32 KB
10. Central Limit Theorem.html	HTML	156 B
11. Standard error.mp4	MP4	22.75 MB
11. Standard error.srt	SRT	2.02 KB
12. Standard error.html	HTML	156 B
13. Estimators and Estimates.mp4	MP4	47.86 MB
13. Estimators and Estimates.srt	SRT	3.71 KB
14. Estimators and Estimates.html	HTML	156 B
2. What is a Distribution.mp4	MP4	61.66 MB
2. What is a Distribution.srt	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	HTML	156 B
4. The Normal Distribution.mp4	MP4	49.91 MB
4. The Normal Distribution.srt	SRT	4.9 KB
5. The Normal Distribution.html	HTML	156 B
6. The Standard Normal Distribution.mp4	MP4	22.51 MB
6. The Standard Normal Distribution.srt	SRT	3.94 KB
6.1 3.4. Standard normal distribution_lesson.xlsx	XLSX	10.38 KB
7. The Standard Normal Distribution.html	HTML	156 B
8. The Standard Normal Distribution Exercise.html	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	MP4	62.91 MB
9. Central Limit Theorem.srt	SRT	5.63 KB

13. Statistics - Inferential Statistics Confidence Intervals

1. What are Confidence Intervals.mp4	MP4	49.96 MB
1. What are Confidence Intervals.srt	SRT	3.26 KB
10. Margin of Error.mp4	MP4	47.2 MB
10. Margin of Error.srt	SRT	6.15 KB
11. Margin of Error.html	HTML	156 B
12. Confidence intervals. Two means. Dependent samples.mp4	MP4	70.45 MB
12. Confidence intervals. Two means. Dependent samples.srt	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	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	MP4	28.77 MB
14. Confidence intervals. Two means. Independent samples (Part 1).srt	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	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	MP4	26.84 MB
16. Confidence intervals. Two means. Independent samples (Part 2).srt	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	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	MP4	19.91 MB
18. Confidence intervals. Two means. Independent samples (Part 3).srt	SRT	1.96 KB
2. What are Confidence Intervals.html	HTML	156 B
3. Confidence Intervals; Population Variance Known; z-score.mp4	MP4	78.19 MB
3. Confidence Intervals; Population Variance Known; z-score.srt	SRT	9.8 KB
3.1 3.9.The-z-table.xlsx	XLSX	25.58 KB
3.2 3.9. Population variance known, z-score_lesson.xlsx	XLSX	11.21 KB
4. Confidence Intervals; Population Variance Known; z-score Exercise.html	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	MP4	57.04 MB
5. Confidence interval clarifications.srt	SRT	5.41 KB
6. Student's T Distribution.mp4	MP4	35.39 MB
6. Student's T Distribution.srt	SRT	4.13 KB
7. Student's T Distribution.html	HTML	156 B
8. Confidence Intervals; Population Variance Unknown; t-score.mp4	MP4	32.19 MB
8. Confidence Intervals; Population Variance Unknown; t-score.srt	SRT	5.71 KB
8.1 3.11. Population variance unknown, t-score_lesson.xlsx	XLSX	10.78 KB
8.2 3.11. The t-table.xlsx	XLSX	15.85 KB
9. Confidence Intervals; Population Variance Unknown; t-score Exercise.html	HTML	82 B
9.1 3.11. Population variance unknown, t-score_exercise.xlsx	XLSX	10.62 KB
9.2 3.11. The t-table.xlsx	XLSX	15.85 KB
9.3 3.11. Population variance unknown, t-score_exercise_solution.xlsx	XLSX	11.1 KB

14. Statistics - Practical Example Inferential Statistics

1. Practical Example Inferential Statistics.mp4	MP4	102.64 MB
1. Practical Example Inferential Statistics.srt	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	HTML	82 B
2.1 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx	XLSX	1.82 MB
2.2 3.17.Practical-example.Confidence-intervals-exercise.xlsx	XLSX	1.73 MB
GetFreeCourses.Co.url	URL	116 B

15. Statistics - Hypothesis Testing

1. The Null vs Alternative Hypothesis.mp4	MP4	92.08 MB
1. The Null vs Alternative Hypothesis.srt	SRT	6.97 KB
1.1 Course notes_hypothesis_testing.pdf	PDF	656.44 KB
10. p-value.mp4	MP4	55.93 MB
10. p-value.srt	SRT	5.03 KB
10.1 Online p-value calculator.pdf	PDF	1.15 MB
11. p-value.html	HTML	156 B
12. Test for the Mean. Population Variance Unknown.mp4	MP4	40.19 MB
12. Test for the Mean. Population Variance Unknown.srt	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	HTML	82 B
13.1 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx	XLSX	12.63 KB
13.2 4.6. Test-for-the-mean.Population-variance-unknown-exercise.xlsx	XLSX	11.34 KB
14. Test for the Mean. Dependent Samples.mp4	MP4	50.41 MB
14. Test for the Mean. Dependent Samples.srt	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	HTML	82 B
15.1 4.7. Test for the mean. Dependent samples_exercise.xlsx	XLSX	12.8 KB
15.2 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx	XLSX	14.4 KB
16. Test for the mean. Independent samples (Part 1).mp4	MP4	29.97 MB
16. Test for the mean. Independent samples (Part 1).srt	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	HTML	82 B
17.1 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx	XLSX	10.77 KB
17.2 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx	XLSX	11.25 KB
18. Test for the mean. Independent samples (Part 2).mp4	MP4	36.37 MB
18. Test for the mean. Independent samples (Part 2).srt	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	HTML	156 B
2. Further Reading on Null and Alternative Hypothesis.html	HTML	2.29 KB
20. Test for the mean. Independent samples (Part 2).html	HTML	82 B
20.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx	XLSX	10.54 KB
20.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx	XLSX	11.39 KB
3. The Null vs Alternative Hypothesis.html	HTML	156 B
4. Rejection Region and Significance Level.mp4	MP4	82.52 MB
4. Rejection Region and Significance Level.srt	SRT	8.69 KB
4.1 Course notes_hypothesis_testing.pdf	PDF	656.44 KB
5. Rejection Region and Significance Level.html	HTML	156 B
6. Type I Error and Type II Error.mp4	MP4	43.95 MB
6. Type I Error and Type II Error.srt	SRT	5.67 KB
7. Type I Error and Type II Error.html	HTML	156 B
8. Test for the Mean. Population Variance Known.mp4	MP4	54.27 MB
8. Test for the Mean. Population Variance Known.srt	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	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	MP4	69.38 MB
1. Practical Example Hypothesis Testing.srt	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	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	MP4	70.07 MB
1. Why use SQL.srt	SRT	4.58 KB
10. Comparing Databases and Spreadsheets.html	HTML	156 B
11. Important Database Terminology.mp4	MP4	90.5 MB
11. Important Database Terminology.srt	SRT	6.01 KB
12. Important Database Terminology.html	HTML	156 B
13. The Concept of Relational Schemas Primary Key.mp4	MP4	42.91 MB
13. The Concept of Relational Schemas Primary Key.srt	SRT	6.97 KB
14. The Concept of Relational Schemas Primary Key.html	HTML	156 B
15. The Concept of Relational Schemas Foreign Key.mp4	MP4	43.97 MB
15. The Concept of Relational Schemas Foreign Key.srt	SRT	6.73 KB
16. The Concept of Relational Schemas Foreign Key.html	HTML	156 B
17. The Concept of Relational Schemas Unique Key and Null Values.mp4	MP4	24.52 MB
17. The Concept of Relational Schemas Unique Key and Null Values.srt	SRT	4.38 KB
18. The Concept of Relational Schemas Unique Key.html	HTML	156 B
19. The Concept of Relational Schemas Relationships Between Tables.mp4	MP4	41.68 MB
19. The Concept of Relational Schemas Relationships Between Tables.srt	SRT	6.18 KB
2. Why use SQL.html	HTML	156 B
20. The Concept of Relational Schemas Relationships Between Tables.html	HTML	156 B
3. Why use MySQL.mp4	MP4	29.3 MB
3. Why use MySQL.srt	SRT	2.76 KB
4. Why use MySQL.html	HTML	156 B
5. Introducing Databases.mp4	MP4	102.86 MB
5. Introducing Databases.srt	SRT	6.71 KB
6. Introducing Databases.html	HTML	156 B
7. Relational Database Fundamentals.mp4	MP4	107.7 MB
7. Relational Database Fundamentals.srt	SRT	6.68 KB
8. Relational Database Fundamentals.html	HTML	156 B
9. Comparing Databases and Spreadsheets.mp4	MP4	156.77 MB
9. Comparing Databases and Spreadsheets.srt	SRT	10.39 KB

18. SQL - Install and get to know MySQL

1. Installing MySQL Workbench and Server.mp4	MP4	99.1 MB
1. Installing MySQL Workbench and Server.srt	SRT	12.65 KB
2. Installing Visual C.html	HTML	818 B
3. Installing MySQL on macOS and Unix systems.html	HTML	2.64 KB
4. The Client-Server Model.html	HTML	30 B
4.1 The Client-Server Model.pdf	PDF	556.9 KB
5. Linking GUI with the MySQL Server.mp4	MP4	19.23 MB
5. Linking GUI with the MySQL Server.srt	SRT	3.36 KB
6. Read me!!!.html	HTML	1 KB
7. Creating a New User and a New Connection to it.mp4	MP4	47.71 MB
7. Creating a New User and a New Connection to it.srt	SRT	6.73 KB
8. Familiarize Yourself with the MySQL Interface.mp4	MP4	40.25 MB
8. Familiarize Yourself with the MySQL Interface.srt	SRT	6.35 KB

19. SQL - Best SQL Practices

1. Coding Tips and Best Practices - I.mp4	MP4	37.82 MB
1. Coding Tips and Best Practices - I.srt	SRT	6.71 KB
1.1 MySQL_Workbench_Shortcuts.pdf	PDF	515.23 KB
2. Coding Tips and Best Practices - I.html	HTML	156 B
3. Coding Tips and Best Practices - II.mp4	MP4	29.69 MB
3. Coding Tips and Best Practices - II.srt	SRT	4.95 KB
4. Coding Tips and Best Practices - II.html	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	MP4	81.39 MB
1. Why Are There So Many Business and Data Science Buzzwords.srt	SRT	6.62 KB
2. Analysis vs Analytics.mp4	MP4	53.5 MB
2. Analysis vs Analytics.srt	SRT	5.07 KB
3. Intro to Business Analytics, Data Analytics, and Data Science.mp4	MP4	64.47 MB
3. Intro to Business Analytics, Data Analytics, and Data Science.srt	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	HTML	156 B
5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.mp4	MP4	108.97 MB
5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.srt	SRT	11.87 KB
5.1 365_DataScience.png	PNG	7.24 MB
5.2 365_DataScience_Diagram.pdf	PDF	323.08 KB
6. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.html	HTML	156 B
7. An Overview of our Data Science Infographic.mp4	MP4	67.83 MB
7. An Overview of our Data Science Infographic.srt	SRT	5.1 KB
7.1 365_DataScience.png	PNG	7.24 MB
8. An Overview of our Data Science Infographic.html	HTML	156 B

20. SQL - Loading the 'employees' Database

1. Loading the 'employees' Database.mp4	MP4	18.99 MB
1. Loading the 'employees' Database.srt	SRT	2.72 KB
1.1 employees_db.pdf	PDF	178.82 KB
2. Loading the 'employees' Database.html	HTML	930 B
2.1 The 'employees' database.html	HTML	121 B
2.2 employees_db.pdf	PDF	178.82 KB
GetFreeCourses.Co.url	URL	116 B

21. SQL - Practical Application of the SQL SELECT Statement

1. Using SELECT - FROM.mp4	MP4	35.93 MB
1. Using SELECT - FROM.srt	SRT	5.79 KB
10. Using OR.mp4	MP4	33.22 MB
10. Using OR.srt	SRT	3.92 KB
11. Using OR - Exercise.html	HTML	85 B
12. Using OR - Solution.html	HTML	248 B
13. Operator Precedence and Logical Order.mp4	MP4	32.07 MB
13. Operator Precedence and Logical Order.srt	SRT	4.35 KB
14. Operator Precedence and Logical Order - Exercise.html	HTML	92 B
15. Operator Precedence and Logical Order - Solution.html	HTML	265 B
16. Using IN - NOT IN.mp4	MP4	32.13 MB
16. Using IN - NOT IN.srt	SRT	3.77 KB
17. Using IN - NOT IN - Exercise 1.html	HTML	140 B
18. Using IN - NOT IN - Solution 1.html	HTML	234 B
19. Using IN - NOT IN - Exercise 2.html	HTML	118 B
2. Using SELECT - FROM - Exercise.html	HTML	149 B
20. Using IN - NOT IN - Solution 2.html	HTML	245 B
21. Using LIKE - NOT LIKE.mp4	MP4	36.08 MB
21. Using LIKE - NOT LIKE.srt	SRT	4.41 KB
22. Using LIKE - NOT LIKE - Exercise.html	HTML	427 B
23. Using LIKE - NOT LIKE - Solution.html	HTML	733 B
24. Using Wildcard Characters.mp4	MP4	9.87 MB
24. Using Wildcard Characters.srt	SRT	2.43 KB
25. Using Wildcard characters - Exercise.html	HTML	219 B
26. Using Wildcard characters - Solution.html	HTML	462 B
27. Using BETWEEN - AND.mp4	MP4	16.47 MB
27. Using BETWEEN - AND.srt	SRT	2.38 KB
28. Using BETWEEN - AND - Exercise.html	HTML	335 B
29. Using BETWEEN - AND - Solution.html	HTML	1013 B
3. Using SELECT - FROM - Solution.html	HTML	314 B
30. Using IS NOT NULL - IS NULL.mp4	MP4	13.96 MB
30. Using IS NOT NULL - IS NULL.srt	SRT	1.95 KB
31. Using IS NOT NULL - IS NULL - Exercise.html	HTML	85 B
32. Using IS NOT NULL - IS NULL - Solution.html	HTML	230 B
33. Using Other Comparison Operators.mp4	MP4	41.21 MB
33. Using Other Comparison Operators.srt	SRT	5.11 KB
34. Using Other Comparison Operators - Exercise.html	HTML	269 B
35. Using Other Comparison Operators - Solution.html	HTML	507 B
36. Using SELECT DISTINCT.mp4	MP4	15.63 MB
36. Using SELECT DISTINCT.srt	SRT	2.6 KB
37. Using SELECT DISTINCT - Exercise.html	HTML	355 B
38. Using SELECT DISTINCT - Solution.html	HTML	154 B
39. Getting to Know Aggregate Functions.mp4	MP4	43.61 MB
39. Getting to Know Aggregate Functions.srt	SRT	6.65 KB
4. Using WHERE.mp4	MP4	21.98 MB
4. Using WHERE.srt	SRT	3.01 KB
40. Getting to Know Aggregate Functions - Exercise.html	HTML	262 B
41. Getting to Know Aggregate Functions - Solution.html	HTML	375 B
42. Using ORDER BY.mp4	MP4	41.29 MB
42. Using ORDER BY.srt	SRT	4.12 KB
43. Using ORDER BY - Exercise.html	HTML	106 B
44. Using ORDER BY - Solution.html	HTML	186 B
45. Using GROUP BY.mp4	MP4	53.56 MB
45. Using GROUP BY.srt	SRT	6.88 KB
46. Using Aliases (AS).mp4	MP4	21.29 MB
46. Using Aliases (AS).srt	SRT	2.69 KB
47. Using Aliases (AS) - Exercise.html	HTML	303 B
48. Using Aliases (AS) - Solution.html	HTML	344 B
49. Using HAVING.mp4	MP4	33.02 MB
49. Using HAVING.srt	SRT	4.05 KB
5. Using WHERE - Exercise.html	HTML	93 B
50. Using HAVING - Exercise.html	HTML	814 B
51. Using HAVING - Solution.html	HTML	629 B
52. Using WHERE vs HAVING - Part I.mp4	MP4	34.89 MB
52. Using WHERE vs HAVING - Part I.srt	SRT	4.83 KB
53. Using WHERE vs HAVING - Part II.mp4	MP4	24.83 MB
53. Using WHERE vs HAVING - Part II.srt	SRT	3.97 KB
54. Using WHERE vs HAVING - Part II - Exercise.html	HTML	199 B
55. Using WHERE vs HAVING - Part II - Solution.html	HTML	370 B
56. Using LIMIT.mp4	MP4	47.26 MB
56. Using LIMIT.srt	SRT	5.87 KB
57. Using LIMIT - Exercise.html	HTML	65 B
58. Using LIMIT - Solution.html	HTML	171 B
6. Using WHERE - Solution.html	HTML	221 B
7. Using AND.mp4	MP4	16.73 MB
7. Using AND.srt	SRT	2.52 KB
8. Using AND - Exercise.html	HTML	78 B
9. Using AND - Solution.html	HTML	241 B

22. SQL - Expanding on MySQL Aggregate Functions

1. Applying COUNT().mp4	MP4	27.38 MB
1. Applying COUNT().srt	SRT	4.95 KB
10. Applying AVG().mp4	MP4	13.53 MB
10. Applying AVG().srt	SRT	2.52 KB
11. Applying AVG() - Exercise.html	HTML	102 B
12. Applying AVG() - Solution.html	HTML	237 B
13. Rounding Numbers with ROUND().mp4	MP4	16.81 MB
13. Rounding Numbers with ROUND().srt	SRT	2.62 KB
14. Rounding Numbers with ROUND() - Exercise.html	HTML	145 B
15. Rounding Numbers with ROUND() - Solution.html	HTML	247 B
2. Applying COUNT() - Exercise.html	HTML	123 B
3. Applying COUNT() - Solution.html	HTML	158 B
4. Applying SUM().mp4	MP4	10.51 MB
4. Applying SUM().srt	SRT	1.86 KB
5. Applying SUM() - Exercise.html	HTML	117 B
6. Applying SUM() - Solution.html	HTML	237 B
7. MIN() and MAX().mp4	MP4	10.27 MB
7. MIN() and MAX().srt	SRT	1.53 KB
8. MIN() and MAX() - Exercise.html	HTML	128 B
9. MIN() and MAX() - Solution.html	HTML	352 B

23. SQL - SQL JOINs

1. What are JOINs.mp4	MP4	42.2 MB
1. What are JOINs.srt	SRT	5.11 KB
10. The Functionality of LEFT JOIN - Part I.mp4	MP4	50.81 MB
10. The Functionality of LEFT JOIN - Part I.srt	SRT	5.72 KB
11. The Functionality of LEFT JOIN - Part II.mp4	MP4	54.88 MB
11. The Functionality of LEFT JOIN - Part II.srt	SRT	6.87 KB
12. The Functionality of LEFT JOIN - Part II - Exercise.html	HTML	441 B
13. The Functionality of LEFT JOIN - Part II - Solution.html	HTML	599 B
14. The Functionality of RIGHT JOIN.mp4	MP4	32.23 MB
14. The Functionality of RIGHT JOIN.srt	SRT	5.1 KB
15. Differences between the New and the Old Join Syntax.mp4	MP4	32.01 MB
15. Differences between the New and the Old Join Syntax.srt	SRT	5.36 KB
16. Differences between the New and the Old Join Syntax - Exercise.html	HTML	192 B
17. Differences between the New and the Old Join Syntax - Solution.html	HTML	942 B
18. Using JOIN and WHERE Together.mp4	MP4	25.18 MB
18. Using JOIN and WHERE Together.srt	SRT	3.47 KB
19. Important – Prevent Error Code 1055!.html	HTML	3.17 KB
2. What are JOINs - Exercise 1.html	HTML	1.26 KB
20. Using JOIN and WHERE Together - Exercise.html	HTML	165 B
21. Using JOIN and WHERE Together - Solution.html	HTML	525 B
22. The Functionality of CROSS JOIN.mp4	MP4	89.87 MB
22. The Functionality of CROSS JOIN.srt	SRT	9.89 KB
23. The Functionality of CROSS JOIN - Exercise 1.html	HTML	150 B
24. The Functionality of CROSS JOIN - Solution 1.html	HTML	407 B
25. The Functionality of CROSS JOIN - Exercise 2.html	HTML	162 B
26. The Functionality of CROSS JOIN - Solution 2.html	HTML	413 B
27. Combining Aggregate Functions with Joins.mp4	MP4	22.14 MB
27. Combining Aggregate Functions with Joins.srt	SRT	2.83 KB
28. JOIN More than Two Tables.mp4	MP4	41.43 MB
28. JOIN More than Two Tables.srt	SRT	4.83 KB
29. JOIN More than Two Tables - Exercise.html	HTML	105 B
3. What are JOINs - Exercise 2.html	HTML	1.36 KB
30. JOIN More than Two Tables - Solution.html	HTML	1.72 KB
31. Top Tips for Joins.mp4	MP4	50.91 MB
31. Top Tips for Joins.srt	SRT	6.84 KB
32. Top Tips for Joins - Exercise.html	HTML	93 B
33. Top Tips for Joins - Solution.html	HTML	322 B
34. The Differences Between UNION and UNION ALL.mp4	MP4	47.69 MB
34. The Differences Between UNION and UNION ALL.srt	SRT	6.42 KB
35. The Differences Between UNION and UNION ALL - Exercise.html	HTML	167 B
36. The Differences Between UNION and UNION ALL - Solution.html	HTML	1.07 KB
4. The Functionality of INNER JOIN - Part I.mp4	MP4	42.29 MB
4. The Functionality of INNER JOIN - Part I.srt	SRT	6.78 KB
5. The Functionality of INNER JOIN - Part II.mp4	MP4	67.09 MB
5. The Functionality of INNER JOIN - Part II.srt	SRT	6.6 KB
6. The Functionality of INNER JOIN - PART II - Exercise.html	HTML	140 B
7. The Functionality of INNER JOIN - PART II - Solution.html	HTML	443 B
8. Extra Info on Using Joins.mp4	MP4	43.89 MB
8. Extra Info on Using Joins.srt	SRT	5 KB
9. Duplicate Rows.mp4	MP4	46.53 MB
9. Duplicate Rows.srt	SRT	5.13 KB

24. SQL - SQL Subqueries

1. SQL Subqueries with IN Embedded Inside WHERE.mp4	MP4	37.45 MB
1. SQL Subqueries with IN Embedded Inside WHERE.srt	SRT	5.03 KB
10. SQL Subqueries Nested in SELECT and FROM - Solution 2.html	HTML	15 B
10.1 Subqueries SELECT FROM Solution.sql	SQL	1.85 KB
2. SQL Subqueries with IN Embedded Inside WHERE - Exercise.html	HTML	138 B
3. SQL Subqueries with IN Embedded Inside WHERE - Solution.html	HTML	522 B
4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.mp4	MP4	29.78 MB
4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.srt	SRT	4.16 KB
5. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE - Exercise.html	HTML	175 B
6. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE - Solution.html	HTML	573 B
7. SQL Subqueries Nested in SELECT and FROM.mp4	MP4	71.65 MB
7. SQL Subqueries Nested in SELECT and FROM.srt	SRT	8.58 KB
8. SQL Subqueries Embedded in SELECT and FROM - Exercise 1.html	HTML	402 B
9. SQL Subqueries Embedded in SELECT and FROM - Exercise 2.html	HTML	1.02 KB

25. SQL - Stored Routines

1. Defining Stored Routines.mp4	MP4	29.93 MB
1. Defining Stored Routines.srt	SRT	4.41 KB
10. Create Stored Procedures with an Output Parameter.mp4	MP4	32.51 MB
10. Create Stored Procedures with an Output Parameter.srt	SRT	4.07 KB
11. Create Stored Procedures with an Output Parameter - Exercise.html	HTML	152 B
12. Stored Procedures with an Output Parameter - Solution.html	HTML	931 B
13. SQL Variables.mp4	MP4	54.57 MB
13. SQL Variables.srt	SRT	7.39 KB
14. SQL Variables - Exercise.html	HTML	299 B
15. SQL Variables - Solution.html	HTML	156 B
16. The Benefit of User-Defined Functions in MySQL.mp4	MP4	48.76 MB
16. The Benefit of User-Defined Functions in MySQL.srt	SRT	7.32 KB
17. Error Code 1418..html	HTML	2.84 KB
18. The Benefit of User-Defined Functions in MySQL - Exercise.html	HTML	432 B
19. The Benefit of User-Defined Functions in MySQL - Solution.html	HTML	1.57 KB
2. Defining Stored Routines.html	HTML	156 B
20. Concluding Stored Routines.mp4	MP4	27.14 MB
20. Concluding Stored Routines.srt	SRT	4.69 KB
21. Concluding Stored Routines.html	HTML	156 B
3. Create Stored Procedures with MySQL Syntax.mp4	MP4	34.25 MB
3. Create Stored Procedures with MySQL Syntax.srt	SRT	5.73 KB
4. An Example of Stored Procedures Part I.mp4	MP4	23.96 MB
4. An Example of Stored Procedures Part I.srt	SRT	3.31 KB
5. An Example of Stored Procedures Part II.mp4	MP4	42.14 MB
5. An Example of Stored Procedures Part II.srt	SRT	6.14 KB
6. An Example of Stored Procedures Part II - Exercise.html	HTML	114 B
7. An Example of Stored Procedures Part II - Solution.html	HTML	704 B
8. Creating a Procedure in MySQL Another Way.mp4	MP4	32.44 MB
8. Creating a Procedure in MySQL Another Way.srt	SRT	3.59 KB
9. Create Stored Procedures with an Input Parameter.mp4	MP4	64.51 MB
9. Create Stored Procedures with an Input Parameter.srt	SRT	7.55 KB
GetFreeCourses.Co.url	URL	116 B

26. SQL - The CASE Statement

1. The SQL CASE Statement.mp4	MP4	59.43 MB
1. The SQL CASE Statement.srt	SRT	6.86 KB
2. The SQL CASE Statement - Exercise 1.html	HTML	362 B
3. THE SQL CASE Statement - Solution 1.html	HTML	720 B
4. THE SQL CASE Statement - Exercise 2.html	HTML	376 B
5. THE SQL CASE Statement - Solution 2.html	HTML	1.76 KB
6. THE SQL CASE Statement - Exercise 3.html	HTML	411 B
7. THE SQL CASE Statement - Solution 3.html	HTML	744 B

27. Part 4 Introduction to Tableau

1. Why Use Tableau Make Your Data Make an Impact.mp4	MP4	39.2 MB
1. Why Use Tableau Make Your Data Make an Impact.srt	SRT	4.76 KB
2. Let's Download Tableau Public.mp4	MP4	28.39 MB
2. Let's Download Tableau Public.srt	SRT	2.21 KB
3. Connecting Data in Tableau.mp4	MP4	14.28 MB
3. Connecting Data in Tableau.srt	SRT	2.57 KB
3.1 GDP Data.xls	XLS	155.5 KB
4. Exploring Tableau's Interface.mp4	MP4	52.12 MB
4. Exploring Tableau's Interface.srt	SRT	10.78 KB
4.1 GDP Data.xls	XLS	155.5 KB
5. Let's Create our first Chart in Tableau!.mp4	MP4	58.97 MB
5. Let's Create our first Chart in Tableau!.srt	SRT	7.85 KB
5.1 GDP Data - Tableau Public Link.html	HTML	144 B
5.2 GDP Data.xls	XLS	155.5 KB

28. Tableau - Tableau functionalities

1. Duplicating a Sheet.mp4	MP4	25.33 MB
1. Duplicating a Sheet.srt	SRT	3.24 KB
1.1 GDP Data.xls	XLS	155.5 KB
2. Creating a Table.mp4	MP4	25.95 MB
2. Creating a Table.srt	SRT	6.11 KB
2.1 Tesla sales data.xlsx	XLSX	2.75 MB
2.2 Creating a table - Tableau Public Link.html	HTML	151 B
3. Creating Custom Fields.mp4	MP4	17.22 MB
3. Creating Custom Fields.srt	SRT	2.85 KB
3.1 Tesla sales data.xlsx	XLSX	2.76 MB
3.2 Tableau operators.pdf	PDF	121.83 KB
4. Creating a Custom Field and Adding Calculations to a Table.mp4	MP4	29.71 MB
4. Creating a Custom Field and Adding Calculations to a Table.srt	SRT	4.58 KB
4.1 Creating a custom field - Tableau Public Link.html	HTML	157 B
4.2 Tesla sales data.xlsx	XLSX	2.75 MB
5. Adding Totals and Subtotals.mp4	MP4	20.9 MB
5. Adding Totals and Subtotals.srt	SRT	2.03 KB
5.1 Tesla sales data.xlsx	XLSX	2.75 MB
5.2 Addint totals and subtotals - Tableau Public Link.html	HTML	150 B
6. Adding a Custom Calculation.mp4	MP4	36.48 MB
6. Adding a Custom Calculation.srt	SRT	3.78 KB
6.1 Adding a custom calculation - Tableau Public Link.html	HTML	154 B
7. Inserting a Filter.mp4	MP4	27.63 MB
7. Inserting a Filter.srt	SRT	2.67 KB
7.1 Inserting a filter - Tableau Public Link.html	HTML	155 B
8. Working with Joins in Tableau.mp4	MP4	45.13 MB
8. Working with Joins in Tableau.srt	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	MP4	28.48 MB
1. Introduction to the Exercise.srt	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	MP4	31.83 MB
10. Creating and Formatting a Dashboard.srt	SRT	5.29 KB
10.1 Creating a dashboard - Tableau Public Link.html	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	MP4	31.65 MB
11. Adding Interactive Filters for Improved Analysis.srt	SRT	4.86 KB
11.1 Audiobook reviews.xlsx	XLSX	266.85 KB
11.2 Adding a filter - Tableau Public Link.html	HTML	155 B
11.3 Audiobook sales.xlsx	XLSX	1.87 MB
12. Interactive Filters - fix.mp4	MP4	12.48 MB
12. Interactive Filters - fix.srt	SRT	1.94 KB
2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.mp4	MP4	23.46 MB
2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.srt	SRT	2.3 KB
3. Using Joins in Tableau.mp4	MP4	45.55 MB
3. Using Joins in Tableau.srt	SRT	7.02 KB
3.1 Audiobook reviews.xlsx	XLSX	266.85 KB
3.2 Audiobook sales.xlsx	XLSX	1.87 MB
4. Performing a Numbers Check - Attempt #1.mp4	MP4	25.04 MB
4. Performing a Numbers Check - Attempt #1.srt	SRT	4.61 KB
4.1 Audiobook sales.xlsx	XLSX	1.87 MB
4.2 Check the data - Tableau Public Link.html	HTML	150 B
4.3 Audiobook reviews.xlsx	XLSX	266.85 KB
5. Blending Data in Tableau.mp4	MP4	32.32 MB
5. Blending Data in Tableau.srt	SRT	6.51 KB
5.1 Audiobook sales.xlsx	XLSX	1.87 MB
5.2 Audiobook reviews.xlsx	XLSX	266.85 KB
5.3 Check the data - Tableau Public Link.html	HTML	143 B
6. Performing a Numbers Check - Attempt #2.mp4	MP4	28.6 MB
6. Performing a Numbers Check - Attempt #2.srt	SRT	5.15 KB
6.1 Check the data - Tableau Public Link.html	HTML	143 B
6.2 Audiobook reviews.xlsx	XLSX	266.85 KB
6.3 Audiobook sales.xlsx	XLSX	1.87 MB
7. First Chart.mp4	MP4	27.24 MB
7. First Chart.srt	SRT	4.75 KB
7.1 First chart - Tableau Public Link.html	HTML	148 B
7.2 Audiobook reviews.xlsx	XLSX	266.85 KB
7.3 Audiobook sales.xlsx	XLSX	1.87 MB
8. Second Chart.mp4	MP4	17.08 MB
8. Second Chart.srt	SRT	3.86 KB
8.1 Second chart - Tableau Public Link.html	HTML	149 B
8.2 Audiobook reviews.xlsx	XLSX	266.85 KB
8.3 Audiobook sales.xlsx	XLSX	1.87 MB
9. Third Chart.mp4	MP4	15.25 MB
9. Third Chart.srt	SRT	3.3 KB
9.1 Audiobook reviews.xlsx	XLSX	266.85 KB
9.2 Third chart - Tableau Public Link.html	HTML	148 B
9.3 Audiobook sales.xlsx	XLSX	1.87 MB

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	MP4	126.75 MB
1. When are Traditional data, Big Data, BI, Traditional Data Science and ML applied.srt	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	HTML	156 B

30. Part 5 Combining SQL and Tableau - Introduction

1. Introduction to Software Integration.mp4	MP4	92.71 MB
1. Introduction to Software Integration.srt	SRT	7.08 KB
2. Combining SQL and Tableau.mp4	MP4	83.9 MB
2. Combining SQL and Tableau.srt	SRT	6.23 KB
3. Loading the Database.mp4	MP4	28.87 MB
3. Loading the Database.srt	SRT	4 KB
4. Loading the Database.html	HTML	621 B
4.1 employees_mod_db.pdf	PDF	129.65 KB
4.2 The 'employees_mod' database.html	HTML	125 B

31. Combining SQL and Tableau - Problem 1

1. Problem 1 Task.mp4	MP4	33.81 MB
1. Problem 1 Task.srt	SRT	7.13 KB
1.1 employees_mod_db.pdf	PDF	129.65 KB
2. Problem 1 Task - Text.html	HTML	149 B
3. Important clarification!.html	HTML	1.37 KB
4. Problem 1 Solution in SQL.mp4	MP4	43.18 MB
4. Problem 1 Solution in SQL.srt	SRT	5.62 KB
5. Problem 1 Solution in SQL - Code.html	HTML	370 B
6. Exporting Your Output from SQL and Loading it in Tableau.mp4	MP4	31.55 MB
6. Exporting Your Output from SQL and Loading it in Tableau.srt	SRT	5.05 KB
7. Chart 1 Visualizing the Solution in Tableau - Part I.mp4	MP4	41.14 MB
7. Chart 1 Visualizing the Solution in Tableau - Part I.srt	SRT	7.46 KB
8. Chart 1 Visualizing the Solution in Tableau - Part II.mp4	MP4	45.57 MB
8. Chart 1 Visualizing the Solution in Tableau - Part II.srt	SRT	6.8 KB
GetFreeCourses.Co.url	URL	116 B

32. Combining SQL and Tableau - Problem 2

1. Problem 2 Task.mp4	MP4	29.02 MB
1. Problem 2 Task.srt	SRT	4.64 KB
2. Problem 2 Task - Text.html	HTML	162 B
3. Problem 2 Solution in SQL.mp4	MP4	39.65 MB
3. Problem 2 Solution in SQL.srt	SRT	4.28 KB
4. Problem 2 Solution in SQL - Code.html	HTML	740 B
5. Chart 2 Visualizing the Solution in Tableau.mp4	MP4	49.36 MB
5. Chart 2 Visualizing the Solution in Tableau.srt	SRT	7.33 KB

33. Combining SQL and Tableau - Problem 3

1. Problem 3 Task.mp4	MP4	13.3 MB
1. Problem 3 Task.srt	SRT	2.84 KB
2. Problem 3 Task - Text.html	HTML	167 B
3. Problem 3 Solution in SQL.mp4	MP4	33.26 MB
3. Problem 3 Solution in SQL.srt	SRT	3.88 KB
4. Problem 3 Solution in SQL - Code.html	HTML	502 B
5. Chart 3 Visualizing the Solution in Tableau.mp4	MP4	40.5 MB
5. Chart 3 Visualizing the Solution in Tableau.srt	SRT	5.81 KB

34. Combining SQL and Tableau - Problem 4

1. Problem 4 Task.mp4	MP4	23.74 MB
1. Problem 4 Task.srt	SRT	3.6 KB
2. Problem 4 Task - Text.html	HTML	325 B
3. Problem 4 Solution in SQL.mp4	MP4	30.33 MB
3. Problem 4 Solution in SQL.srt	SRT	3.14 KB
4. Problem 4 Solution in SQL - Code.html	HTML	697 B
5. Chart 4 Visualizing the Solution in Tableau.mp4	MP4	22.72 MB
5. Chart 4 Visualizing the Solution in Tableau.srt	SRT	3.78 KB

35. Combining SQL and Tableau - Problem 5

	1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.mp4	MP4	56.2 MB
	1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.srt	SRT	6.69 KB

36. Part 6 Introduction to Programming with Python

1. A 5-minute explanation of Programming.mp4	MP4	58.53 MB
1. A 5-minute explanation of Programming.srt	SRT	6.9 KB
10. Understanding Jupyter's Interface.html	HTML	156 B
11. Python 2 vs Python 3.mp4	MP4	11.28 MB
11. Python 2 vs Python 3.srt	SRT	3.31 KB
11.1 Python Introduction - Course Notes.pdf	PDF	2.04 MB
2. A 5-minute explanation of Programming.html	HTML	156 B
3. Why use Python.mp4	MP4	75.09 MB
3. Why use Python.srt	SRT	6.96 KB
4. Why Use Python.html	HTML	156 B
5. Why use Jupyter.mp4	MP4	44.3 MB
5. Why use Jupyter.srt	SRT	4.64 KB
6. Why Use Jupyter.html	HTML	156 B
7. How to Install Python and Jupyter.mp4	MP4	51.01 MB
7. How to Install Python and Jupyter.srt	SRT	8.84 KB
8. Understanding Jupyter’s Interface – Dashboard.mp4	MP4	13.8 MB
8. Understanding Jupyter’s Interface – Dashboard.srt	SRT	3.73 KB
9. Understanding Jupyter’s Interface – Prerequisites for Coding.mp4	MP4	30.6 MB
9. Understanding Jupyter’s Interface – Prerequisites for Coding.srt	SRT	7.79 KB
9.1 Jupyter_Shortcuts.pdf	PDF	589.59 KB

37. Python - Python Variables and Data Types

1. Python Variables.mp4	MP4	25.3 MB
1. Python Variables.srt	SRT	6.05 KB
1.1 Python Introduction - Course Notes.pdf	PDF	2.03 MB
1.2 Python Variables - Resources.html	HTML	134 B
2. Python Variables.html	HTML	156 B
3. Understanding Numbers and Boolean Values.mp4	MP4	17.07 MB
3. Understanding Numbers and Boolean Values.srt	SRT	3.68 KB
3.1 Understanding Numbers and Boolean Values - Resources.html	HTML	134 B
4. Understanding Numbers and Boolean Values.html	HTML	156 B
5. Strings.mp4	MP4	50.65 MB
5. Strings.srt	SRT	14.55 KB
5.1 Strings - Resources.html	HTML	134 B
6. Strings.html	HTML	156 B

38. Python - Python Syntax Fundamentals

1. The Arithmetic Operators of Python.mp4	MP4	18.92 MB
1. The Arithmetic Operators of Python.srt	SRT	4.11 KB
1.1 Arithmetic Operators - Resources.html	HTML	134 B
10. How to Index Elements.mp4	MP4	5.93 MB
10. How to Index Elements.srt	SRT	1.7 KB
10.1 Indexing Elements - Resources.html	HTML	134 B
11. How to Index Elements.html	HTML	156 B
12. How to Structure Your Code with Indentation.mp4	MP4	13.15 MB
12. How to Structure Your Code with Indentation.srt	SRT	4.68 KB
12.1 Structure Your Code with Indentation - Resources.html	HTML	134 B
13. How to Structure Your Code with Indentation.html	HTML	156 B
2. Using Arithmetic Operators in Python.html	HTML	156 B
3. What is the Double Equality Sign.mp4	MP4	6 MB
3. What is the Double Equality Sign.srt	SRT	1.82 KB
3.1 The Double Equality Sign - Resources.html	HTML	134 B
4. What is the Double Equality Sign.html	HTML	156 B
5. How to Reassign Values.mp4	MP4	4.01 MB
5. How to Reassign Values.srt	SRT	1.29 KB
5.1 Reassign Values - Resources.html	HTML	134 B
6. How to Reassign Values.html	HTML	156 B
7. How to Add Comments.mp4	MP4	11.27 MB
7. How to Add Comments.srt	SRT	3.87 KB
7.1 How to Add Comments - Resources.html	HTML	134 B
8. How to Add Comments.html	HTML	156 B
9. Understanding Line Continuation.mp4	MP4	2.35 MB
9. Understanding Line Continuation.srt	SRT	1.13 KB
9.1 Line Continuation - Resources.html	HTML	134 B

39. Python - Other Python Operators

1. Python's Comparison Operators.mp4	MP4	10.17 MB
1. Python's Comparison Operators.srt	SRT	2.47 KB
1.1 Comparison Operators - Resources.html	HTML	134 B
2. Python's Comparison Operators.html	HTML	156 B
3. Python's Logical and Identity Operators.mp4	MP4	30.07 MB
3. Python's Logical and Identity Operators.srt	SRT	5.77 KB
3.1 Logical and Identity Operators - Resources.html	HTML	134 B
4. Python's Logical and Identity Operators.html	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	MP4	87.45 MB
1. Why do we Need each of these Disciplines.srt	SRT	6.5 KB
2. Why do we Need each of these Disciplines.html	HTML	156 B

40. Python - Conditional Statements

1. Getting to know the IF Statement.mp4	MP4	23.24 MB
1. Getting to know the IF Statement.srt	SRT	7.6 KB
1.1 Introduction to the If Statement - Resources.html	HTML	134 B
2. Getting to know the IF Statement.html	HTML	156 B
3. Adding an ELSE statement.mp4	MP4	23.28 MB
3. Adding an ELSE statement.srt	SRT	6.28 KB
3.1 Add an Else Statement - Resources.html	HTML	134 B
4. Else if, for Brief – ELIF.mp4	MP4	53.36 MB
4. Else if, for Brief – ELIF.srt	SRT	13.19 KB
4.1 Else if, for Brief - Elif - Resources.html	HTML	134 B
5. An Additional Explanation of Boolean Values.mp4	MP4	20 MB
5. An Additional Explanation of Boolean Values.srt	SRT	6.21 KB
5.1 A Note on Boolean Values - Resources.html	HTML	134 B
6. An Additional Explanation of Boolean Values.html	HTML	156 B

41. Python - Functions

1. How to Define a Function in Python.mp4	MP4	14.75 MB
1. How to Define a Function in Python.srt	SRT	5.32 KB
1.1 Defining a Function in Python - Resources.html	HTML	134 B
2. How to Create a Function with a Parameter.mp4	MP4	38.1 MB
2. How to Create a Function with a Parameter.srt	SRT	8.98 KB
2.1 Creating a Function with a Parameter - Resources.html	HTML	134 B
3. Define a Function in Another Way.mp4	MP4	25.25 MB
3. Define a Function in Another Way.srt	SRT	6.42 KB
3.1 Another Way to Define a Function - Resources.html	HTML	134 B
4. How to use a Function within a Function.mp4	MP4	8.14 MB
4. How to use a Function within a Function.srt	SRT	2.03 KB
4.1 Using a Function in Another Function - Resources.html	HTML	134 B
5. Use Conditional Statements and Functions Together.mp4	MP4	15.68 MB
5. Use Conditional Statements and Functions Together.srt	SRT	3.51 KB
5.1 Combining Conditional Statements and Functions - Resources.html	HTML	134 B
6. How to Create Functions Which Contain a Few Arguments.mp4	MP4	14.71 MB
6. How to Create Functions Which Contain a Few Arguments.srt	SRT	3 KB
6.1 Creating Functions Containing a Few Arguments - Resources.html	HTML	134 B
7. Built-In Functions in Python Worth Knowing.mp4	MP4	22.02 MB
7. Built-In Functions in Python Worth Knowing.srt	SRT	4.21 KB
7.1 Notable Built-In Functions in Python - Resources.html	HTML	134 B
8. Python - Functions.html	HTML	156 B

42. Python - Python Sequences

1. Introduction to Lists.mp4	MP4	37.79 MB
1. Introduction to Lists.srt	SRT	9.83 KB
1.1 Lists - Resources.html	HTML	134 B
2. Introduction to Lists.html	HTML	156 B
3. Using Methods in Python.mp4	MP4	37.62 MB
3. Using Methods in Python.srt	SRT	8.36 KB
3.1 Help Yourself with Methods - Resources.html	HTML	134 B
4. Using Methods in Python.html	HTML	156 B
5. What is List Slicing.mp4	MP4	30.79 MB
5. What is List Slicing.srt	SRT	5.55 KB
5.1 List Slicing - Resources.html	HTML	134 B
6. Working with Tuples.mp4	MP4	29.49 MB
6. Working with Tuples.srt	SRT	6.92 KB
6.1 Tuples - Resources.html	HTML	134 B
7. Python Dictionaries.mp4	MP4	41.7 MB
7. Python Dictionaries.srt	SRT	8.43 KB
7.1 Dictionaries - Resources.html	HTML	134 B
8. Python Dictionaries.html	HTML	156 B

43. Python - Using Iterations

1. Using For Loops.mp4	MP4	23.59 MB
1. Using For Loops.srt	SRT	6.58 KB
1.1 For Loops - Resources.html	HTML	134 B
2. For Loops.html	HTML	156 B
3. Using While Loops and Incrementing.mp4	MP4	28.44 MB
3. Using While Loops and Incrementing.srt	SRT	5.9 KB
3.1 While Loops and Incrementing - Resources.html	HTML	134 B
4. Use the range() Function to Create Lists.mp4	MP4	25.8 MB
4. Use the range() Function to Create Lists.srt	SRT	7.66 KB
4.1 Create Lists with the range() Function - Resources.html	HTML	134 B
5. Use the range() Function to Create Lists.html	HTML	156 B
6. Combine Conditional Statements and Loops.mp4	MP4	27.78 MB
6. Combine Conditional Statements and Loops.srt	SRT	7.46 KB
6.1 Use Conditional Statements and Loops Together - Resources.html	HTML	134 B
7. All In – Conditional Statements, Functions, and Loops.mp4	MP4	9.5 MB
7. All In – Conditional Statements, Functions, and Loops.srt	SRT	2.41 KB
7.1 All In - Conditional Statements, Functions, and Loops - Resources.html	HTML	134 B
8. How to Iterate over Dictionaries.mp4	MP4	29.64 MB
8. How to Iterate over Dictionaries.srt	SRT	7.93 KB
8.1 Iterating over Dictionaries - Resources.html	HTML	134 B

44. Python - Advanced Python tools

1. Introduction to Object Oriented Programming (OOP).mp4	MP4	33.59 MB
1. Introduction to Object Oriented Programming (OOP).srt	SRT	6.1 KB
2. Introduction to Object Oriented Programming (OOP).html	HTML	156 B
3. Using Modules and Packages.mp4	MP4	8.51 MB
3. Using Modules and Packages.srt	SRT	1.26 KB
4. Using Modules and Packages.html	HTML	156 B
5. What is the Standard Library.mp4	MP4	18.03 MB
5. What is the Standard Library.srt	SRT	3.56 KB
6. What is the Standard Library.html	HTML	156 B
7. How to Import Modules in Python.mp4	MP4	19.93 MB
7. How to Import Modules in Python.srt	SRT	4.81 KB
8. How to Import Modules in Python.html	HTML	156 B

45. Part 7 Integration - Software Integration

1. Getting Started with Data, Servers, Clients, Requests, and Responses.mp4	MP4	69.07 MB
1. Getting Started with Data, Servers, Clients, Requests, and Responses.srt	SRT	5.93 KB
10. What is Software Integration and How is it Applied.html	HTML	156 B
2. Getting Started with Data, Servers, Clients, Requests, and Responses.html	HTML	156 B
3. Getting Started with Data Connectivity, APIs, and Endpoints.mp4	MP4	104.15 MB
3. Getting Started with Data Connectivity, APIs, and Endpoints.srt	SRT	8.54 KB
4. Getting Started with Data Connectivity, APIs, and Endpoints.html	HTML	156 B
5. Become Better Acquainted with APIs.mp4	MP4	115.63 MB
5. Become Better Acquainted with APIs.srt	SRT	10.39 KB
6. Become Better Acquainted with APIs.html	HTML	156 B
7. Communication through Text Files.mp4	MP4	60.33 MB
7. Communication through Text Files.srt	SRT	5.47 KB
8. Communication through Text Files.html	HTML	156 B
9. What is Software Integration and How is it Applied.mp4	MP4	63.73 MB
9. What is Software Integration and How is it Applied.srt	SRT	6.71 KB

46. Integration - What is contained in this Course

1. Solving a Business Exercise with Python, SQL, and Tableau.mp4	MP4	52.31 MB
1. Solving a Business Exercise with Python, SQL, and Tableau.srt	SRT	5.46 KB
2. Presenting the Task Absenteeism at Work.mp4	MP4	39.06 MB
2. Presenting the Task Absenteeism at Work.srt	SRT	3.74 KB
3. Presenting the Data Set.mp4	MP4	40.87 MB
3. Presenting the Data Set.srt	SRT	4.15 KB
4. Presenting the Data Set.html	HTML	156 B

47. Integration - Data Preprocessing Step by Step

1. How is the Content in the Next Sections Organized.html	HTML	2.44 KB
1.1 df_preprocessed.csv	CSV	29.11 KB
1.2 data_preprocessing_homework.pdf	PDF	134.47 KB
1.3 Absenteeism_data.csv	CSV	32.05 KB
10. A Deeper Look at the 'Reasons for Absence' Column.mp4	MP4	40.57 MB
10. A Deeper Look at the 'Reasons for Absence' Column.srt	SRT	5.85 KB
11. Splitting a Variable into Multiple Dummy Variables.mp4	MP4	81.13 MB
11. Splitting a Variable into Multiple Dummy Variables.srt	SRT	10.2 KB
12. EXERCISE - Splitting a Variable into Multiple Dummy Variables.html	HTML	129 B
13. SOLUTION - Splitting a Variable into Multiple Dummy Variables.html	HTML	116 B
14. How to Drop a Dummy Variable from the Data Set.html	HTML	2.34 KB
15. A Statistical Perspective on Dummy Variables.mp4	MP4	13.76 MB
15. A Statistical Perspective on Dummy Variables.srt	SRT	1.7 KB
16. Categorizing the Various Reasons for Absence.mp4	MP4	74.56 MB
16. Categorizing the Various Reasons for Absence.srt	SRT	10.02 KB
17. Concatenation in Python.mp4	MP4	38.74 MB
17. Concatenation in Python.srt	SRT	5.07 KB
18. EXERCISE - Concatenation in Python.html	HTML	189 B
19. SOLUTION - Concatenation in Python.html	HTML	142 B
2. How to Import the Data Set in Python.mp4	MP4	23.08 MB
2. How to Import the Data Set in Python.srt	SRT	3.99 KB
20. How to Reorder Columns in a DataFrame in Python.mp4	MP4	14.04 MB
20. How to Reorder Columns in a DataFrame in Python.srt	SRT	1.82 KB
21. EXERCISE - How to Reorder Columns in a DataFrame in Python.html	HTML	167 B
22. SOLUTION - How to Reorder Columns in a DataFrame in Python.html	HTML	471 B
23. Using Checkpoints to Ease Your Work in Jupyter.mp4	MP4	25.72 MB
23. Using Checkpoints to Ease Your Work in Jupyter.srt	SRT	3.64 KB
23.1 Using Checkpoints.html	HTML	176 B
24. EXERCISE - Using Checkpoints to Ease Your Work in Jupyter.html	HTML	137 B
25. SOLUTION - Using Checkpoints to Ease Your Work in Jupyter.html	HTML	117 B
26. Analyzing the Date Column.mp4	MP4	57.27 MB
26. Analyzing the Date Column.srt	SRT	8.43 KB
27. Retrieving the Month Value From the Date Column.mp4	MP4	47.79 MB
27. Retrieving the Month Value From the Date Column.srt	SRT	7.97 KB
28. Adding the Day of the Week Column.mp4	MP4	27.99 MB
28. Adding the Day of the Week Column.srt	SRT	4.47 KB
29. EXERCISE - Dropping Columns.html	HTML	1.21 KB
29.1 Dropping Columns.html	HTML	188 B
29.2 Preprocessing - df_reason_date_mod.html	HTML	191 B
3. Exploring the Data Set.mp4	MP4	61.83 MB
3. Exploring the Data Set.srt	SRT	7.04 KB
30. Analysis of the Next 5 Columns in DF.mp4	MP4	29.56 MB
30. Analysis of the Next 5 Columns in DF.srt	SRT	4.34 KB
31. Dealing with More Numerical Features which may Behave like Categorical Ones.mp4	MP4	39.61 MB
31. Dealing with More Numerical Features which may Behave like Categorical Ones.srt	SRT	5.67 KB
32. A Final Note on this Section.mp4	MP4	21.62 MB
32. A Final Note on this Section.srt	SRT	2.47 KB
32.1 Exercises and solutions.html	HTML	170 B
32.2 Preprocessing.html	HTML	156 B
4. Programming vs the Rest of the World.mp4	MP4	27.83 MB
4. Programming vs the Rest of the World.srt	SRT	4.05 KB
5. A Brief Summary of Regression Analysis.html	HTML	2.84 KB
6. The Approach we will Take to Solve this Exercise.mp4	MP4	20.16 MB
6. The Approach we will Take to Solve this Exercise.srt	SRT	2.8 KB
7. Dropping Variables We Don't Need.mp4	MP4	61.69 MB
7. Dropping Variables We Don't Need.srt	SRT	7.81 KB
8. EXERCISE - Dropping Variables We Don't Need.html	HTML	866 B
9. SOLUTION - Dropping Variables We Don't Need.html	HTML	113 B

48. Integration - Integrating Python and SQL

1. How to Use the 'absenteeism_module' in Python - Part I.mp4	MP4	25.45 MB
1. How to Use the 'absenteeism_module' in Python - Part I.srt	SRT	4.76 KB
1.1 The 5 files rar.html	HTML	134 B
10. Sending Data from Jupyter to Workbench - Part II.mp4	MP4	58.22 MB
10. Sending Data from Jupyter to Workbench - Part II.srt	SRT	7.65 KB
11. Sending Data from Jupyter to Workbench - Part III.mp4	MP4	32.83 MB
11. Sending Data from Jupyter to Workbench - Part III.srt	SRT	3.33 KB
11.1 Integration.html	HTML	154 B
2. How to Use the 'absenteeism_module' in Python - Part II.mp4	MP4	54.33 MB
2. How to Use the 'absenteeism_module' in Python - Part II.srt	SRT	7.53 KB
3. Creating the 'predicted_outputs' Database in MySQL.mp4	MP4	58.92 MB
3. Creating the 'predicted_outputs' Database in MySQL.srt	SRT	7.9 KB
4. Importing 'pymysql' in Python.mp4	MP4	19.05 MB
4. Importing 'pymysql' in Python.srt	SRT	3.39 KB
5. Creating a Connection and Cursor.mp4	MP4	20.97 MB
5. Creating a Connection and Cursor.srt	SRT	3.53 KB
6. EXERCISE - Creating 'df_new_obs'.html	HTML	322 B
7. Creating the 'predicted_outputs' Table in MySQL.mp4	MP4	52.46 MB
7. Creating the 'predicted_outputs' Table in MySQL.srt	SRT	5.98 KB
8. Executing and SQL SELECT Statement from Python.mp4	MP4	25.36 MB
8. Executing and SQL SELECT Statement from Python.srt	SRT	3.69 KB
9. Sending Data from Jupyter to Workbench - Part I.mp4	MP4	76.28 MB
9. Sending Data from Jupyter to Workbench - Part I.srt	SRT	7.84 KB

49. Integration - Using Tableau to Analyze the Predicted Outputs

1. EXERCISE - Age vs Probability.html	HTML	385 B
2. Using Tableau to Analyze Age vs Probability.mp4	MP4	56.5 MB
2. Using Tableau to Analyze Age vs Probability.srt	SRT	10.01 KB
3. EXERCISE - Reasons vs Probability.html	HTML	397 B
4. Using Tableau to Analyze Reasons vs Probability.mp4	MP4	59.3 MB
4. Using Tableau to Analyze Reasons vs Probability.srt	SRT	9.54 KB
5. EXERCISE - Transportation Expense vs Probability.html	HTML	553 B
6. Using Tableau to Analyze Transportation Expense vs Probability.mp4	MP4	40.63 MB
6. Using Tableau to Analyze Transportation Expense vs Probability.srt	SRT	7.21 KB
7. Completing 100%.html	HTML	1.87 KB

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

1. Traditional Data Techniques.mp4	MP4	138.4 MB
1. Traditional Data Techniques.srt	SRT	10.62 KB
10. Traditional Methods Techniques.mp4	MP4	111.64 MB
10. Traditional Methods Techniques.srt	SRT	10.98 KB
11. Traditional Methods Techniques.html	HTML	156 B
12. Traditional Methods Real-life Examples.mp4	MP4	42.85 MB
12. Traditional Methods Real-life Examples.srt	SRT	3.58 KB
13. Machine Learning (ML) Techniques.mp4	MP4	99.27 MB
13. Machine Learning (ML) Techniques.srt	SRT	8.73 KB
14. Machine Learning (ML) Techniques.html	HTML	156 B
15. Machine Learning (ML) Types of Machine Learning.mp4	MP4	125.05 MB
15. Machine Learning (ML) Types of Machine Learning.srt	SRT	10.51 KB
16. Machine Learning (ML) Types of Machine Learning.html	HTML	156 B
17. Machine Learning (ML) Real-life Examples.mp4	MP4	36.85 MB
17. Machine Learning (ML) Real-life Examples.srt	SRT	2.9 KB
18. Machine Learning (ML) Real-life Examples.html	HTML	156 B
2. Traditional Data Techniques.html	HTML	156 B
3. Traditional Data Real-life Examples.mp4	MP4	29.95 MB
3. Traditional Data Real-life Examples.srt	SRT	2.24 KB
4. Big Data Techniques.mp4	MP4	75.47 MB
4. Big Data Techniques.srt	SRT	5.67 KB
5. Big Data Techniques.html	HTML	156 B
6. Big Data Real-life Examples.mp4	MP4	22.06 MB
6. Big Data Real-life Examples.srt	SRT	1.88 KB
7. Business Intelligence (BI) Techniques.mp4	MP4	89.85 MB
7. Business Intelligence (BI) Techniques.srt	SRT	8.63 KB
8. Business Intelligence (BI) Techniques.html	HTML	156 B
9. Business Intelligence (BI) Real-life Examples.mp4	MP4	29.51 MB
9. Business Intelligence (BI) Real-life Examples.srt	SRT	2.13 KB

6. Intro to Data and Data Science - Common Data Science Tools

1. Programming Languages & Software Employed in Data Science - All the Tools Needed.mp4	MP4	103.39 MB
1. Programming Languages & Software Employed in Data Science - All the Tools Needed.srt	SRT	7.29 KB
2. Programming Languages & Software Employed in Data Science - All the Tools Needed.html	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	MP4	54.35 MB
1. Data Science Job Positions What do they Involve and What to Look out for.srt	SRT	4.49 KB
2. Data Science Job Positions What do they Involve and What to Look out for.html	HTML	156 B

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

1. Dispelling common Misconceptions.mp4	MP4	72.72 MB
1. Dispelling common Misconceptions.srt	SRT	5.29 KB
2. Dispelling common Misconceptions.html	HTML	156 B
GetFreeCourses.Co.url	URL	116 B

9. Part 2 Statistics - Population and Sample

1. Population vs sample.mp4	MP4	58.09 MB
1. Population vs sample.srt	SRT	5.47 KB
1.1 Course notes_descriptive_statistics.pdf	PDF	482.21 KB
1.2 Statistics Glossary.xlsx	XLSX	20.26 KB
2. Population and Sample.html	HTML	156 B

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