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[GigaCourse.com] Udemy - The Business Intelligence Analyst Course 2020
magnet:?xt=urn:btih:7135b0c7bad5abae388182576ace72bb0b4dcc39&dn=[GigaCourse.com] Udemy - The Business Intelligence Analyst Course 2020
磁力链接详情
Hash值:
7135b0c7bad5abae388182576ace72bb0b4dcc39
点击数:
189
文件大小:
10.88 GB
文件数量:
262
创建日期:
2020-6-1 17:54
最后访问:
2024-6-1 19:05
访问标签:
GigaCourse
com
Udemy
-
The
Business
Intelligence
Analyst
Course
2020
文件列表详情
1. Part 1 Introduction/1. What Does the Course Cover.mp4 55.09 MB
10. Statistics - Descriptive Statistics/1. Types of Data.mp4 72.48 MB
10. Statistics - Descriptive Statistics/11. The Histogram.mp4 13.8 MB
10. Statistics - Descriptive Statistics/14. Cross Table and Scatter Plot.mp4 39.8 MB
10. Statistics - Descriptive Statistics/17. Mean, median and mode.mp4 37.11 MB
10. Statistics - Descriptive Statistics/19. Skewness.mp4 19.44 MB
10. Statistics - Descriptive Statistics/22. Variance.mp4 50.95 MB
10. Statistics - Descriptive Statistics/24. Standard Deviation and Coefficient of Variation.mp4 45.16 MB
10. Statistics - Descriptive Statistics/27. Covariance.mp4 27.52 MB
10. Statistics - Descriptive Statistics/3. Levels of Measurement.mp4 54.35 MB
10. Statistics - Descriptive Statistics/30. Correlation Coefficient.mp4 29.38 MB
10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.mp4 36.63 MB
10. Statistics - Descriptive Statistics/8. Numerical Variables - Frequency Distribution Table.mp4 25.83 MB
11. Statistics - Practical Example Descriptive Statistics/1. Practical Example.mp4 160.46 MB
12. Statistics - Inferential Statistics Fundamentals/1. Introduction.mp4 15.49 MB
12. Statistics - Inferential Statistics Fundamentals/11. Standard error.mp4 22.75 MB
12. Statistics - Inferential Statistics Fundamentals/13. Estimators and Estimates.mp4 47.86 MB
12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.mp4 61.65 MB
12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.mp4 49.9 MB
12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.mp4 22.51 MB
12. Statistics - Inferential Statistics Fundamentals/9. Central Limit Theorem.mp4 62.9 MB
13. Statistics - Inferential Statistics Confidence Intervals/1. What are Confidence Intervals.mp4 49.95 MB
13. Statistics - Inferential Statistics Confidence Intervals/10. Margin of Error.mp4 47.19 MB
13. Statistics - Inferential Statistics Confidence Intervals/12. Confidence intervals. Two means. Dependent samples.mp4 70.44 MB
13. Statistics - Inferential Statistics Confidence Intervals/14. Confidence intervals. Two means. Independent samples (Part 1).mp4 28.76 MB
13. Statistics - Inferential Statistics Confidence Intervals/16. Confidence intervals. Two means. Independent samples (Part 2).mp4 26.84 MB
13. Statistics - Inferential Statistics Confidence Intervals/18. Confidence intervals. Two means. Independent samples (Part 3).mp4 19.92 MB
13. Statistics - Inferential Statistics Confidence Intervals/3. Confidence Intervals; Population Variance Known; z-score.mp4 78.18 MB
13. Statistics - Inferential Statistics Confidence Intervals/5. Confidence interval clarifications.mp4 57.03 MB
13. Statistics - Inferential Statistics Confidence Intervals/6. Student's T Distribution.mp4 35.38 MB
13. Statistics - Inferential Statistics Confidence Intervals/8. Confidence Intervals; Population Variance Unknown; t-score.mp4 32.19 MB
14. Statistics - Practical Example Inferential Statistics/1. Practical Example Inferential Statistics.mp4 102.63 MB
15. Statistics - Hypothesis Testing/1. The Null vs Alternative Hypothesis.mp4 92.07 MB
15. Statistics - Hypothesis Testing/10. p-value.mp4 55.92 MB
15. Statistics - Hypothesis Testing/12. Test for the Mean. Population Variance Unknown.mp4 40.19 MB
15. Statistics - Hypothesis Testing/14. Test for the Mean. Dependent Samples.mp4 50.41 MB
15. Statistics - Hypothesis Testing/16. Test for the mean. Independent samples (Part 1).mp4 29.96 MB
15. Statistics - Hypothesis Testing/18. Test for the mean. Independent samples (Part 2).mp4 36.36 MB
15. Statistics - Hypothesis Testing/4. Rejection Region and Significance Level.mp4 82.52 MB
15. Statistics - Hypothesis Testing/6. Type I Error and Type II Error.mp4 43.95 MB
15. Statistics - Hypothesis Testing/8. Test for the Mean. Population Variance Known.mp4 54.26 MB
16. Statistics - Practical Example Hypothesis Testing/1. Practical Example Hypothesis Testing.mp4 69.38 MB
17. Part 3 Relational Database Theory & Introduction to SQL/1. Why use SQL.mp4 70.07 MB
17. Part 3 Relational Database Theory & Introduction to SQL/11. Important Database Terminology.mp4 90.5 MB
17. Part 3 Relational Database Theory & Introduction to SQL/13. The Concept of Relational Schemas Primary Key.mp4 42.91 MB
17. Part 3 Relational Database Theory & Introduction to SQL/15. The Concept of Relational Schemas Foreign Key.mp4 43.96 MB
17. Part 3 Relational Database Theory & Introduction to SQL/17. The Concept of Relational Schemas Unique Key and Null Values.mp4 24.52 MB
17. Part 3 Relational Database Theory & Introduction to SQL/19. The Concept of Relational Schemas Relationships Between Tables.mp4 41.68 MB
17. Part 3 Relational Database Theory & Introduction to SQL/3. Why use MySQL.mp4 29.3 MB
17. Part 3 Relational Database Theory & Introduction to SQL/5. Introducing Databases.mp4 102.86 MB
17. Part 3 Relational Database Theory & Introduction to SQL/7. Relational Database Fundamentals.mp4 107.69 MB
17. Part 3 Relational Database Theory & Introduction to SQL/9. Comparing Databases and Spreadsheets.mp4 156.76 MB
18. SQL - Install and get to know MySQL/1. Installing MySQL Workbench and Server.mp4 99.1 MB
18. SQL - Install and get to know MySQL/5. Linking GUI with the MySQL Server.mp4 19.23 MB
18. SQL - Install and get to know MySQL/7. Creating a New User and a New Connection to it.mp4 47.71 MB
18. SQL - Install and get to know MySQL/8. Familiarize Yourself with the MySQL Interface.mp4 40.26 MB
19. SQL - Best SQL Practices/1. Coding Tips and Best Practices - I.mp4 37.82 MB
19. SQL - Best SQL Practices/3. Coding Tips and Best Practices - II.mp4 29.68 MB
2. Intro to Data and Data Science - The Different Data Science Fields/1. Why Are There So Many Business and Data Science Buzzwords.mp4 81.39 MB
2. Intro to Data and Data Science - The Different Data Science Fields/2. Analysis vs Analytics.mp4 53.49 MB
2. Intro to Data and Data Science - The Different Data Science Fields/3. Intro to Business Analytics, Data Analytics, and Data Science.mp4 64.47 MB
2. Intro to Data and Data Science - The Different Data Science Fields/5. Adding Business Intelligence (BI), Machine Learning (ML), and AI to the Picture.mp4 108.96 MB
2. Intro to Data and Data Science - The Different Data Science Fields/7. An Overview of our Data Science Infographic.mp4 67.82 MB
20. SQL - Loading the 'employees' Database/1. Loading the 'employees' Database.mp4 18.99 MB
21. SQL - Practical Application of the SQL SELECT Statement/1. Using SELECT - FROM.mp4 35.93 MB
21. SQL - Practical Application of the SQL SELECT Statement/10. Using OR.mp4 33.21 MB
21. SQL - Practical Application of the SQL SELECT Statement/13. Operator Precedence and Logical Order.mp4 32.07 MB
21. SQL - Practical Application of the SQL SELECT Statement/16. Using IN - NOT IN.mp4 32.13 MB
21. SQL - Practical Application of the SQL SELECT Statement/21. Using LIKE - NOT LIKE.mp4 36.09 MB
21. SQL - Practical Application of the SQL SELECT Statement/24. Using Wildcard Characters.mp4 9.87 MB
21. SQL - Practical Application of the SQL SELECT Statement/27. Using BETWEEN - AND.mp4 16.47 MB
21. SQL - Practical Application of the SQL SELECT Statement/30. Using IS NOT NULL - IS NULL.mp4 13.95 MB
21. SQL - Practical Application of the SQL SELECT Statement/33. Using Other Comparison Operators.mp4 41.21 MB
21. SQL - Practical Application of the SQL SELECT Statement/36. Using SELECT DISTINCT.mp4 15.63 MB
21. SQL - Practical Application of the SQL SELECT Statement/39. Getting to Know Aggregate Functions.mp4 43.61 MB
21. SQL - Practical Application of the SQL SELECT Statement/4. Using WHERE.mp4 21.98 MB
21. SQL - Practical Application of the SQL SELECT Statement/42. Using ORDER BY.mp4 41.28 MB
21. SQL - Practical Application of the SQL SELECT Statement/45. Using GROUP BY.mp4 53.55 MB
21. SQL - Practical Application of the SQL SELECT Statement/46. Using Aliases (AS).mp4 21.28 MB
21. SQL - Practical Application of the SQL SELECT Statement/49. Using HAVING.mp4 33.03 MB
21. SQL - Practical Application of the SQL SELECT Statement/52. Using WHERE vs HAVING - Part I.mp4 34.88 MB
21. SQL - Practical Application of the SQL SELECT Statement/53. Using WHERE vs HAVING - Part II.mp4 24.82 MB
21. SQL - Practical Application of the SQL SELECT Statement/56. Using LIMIT.mp4 47.25 MB
21. SQL - Practical Application of the SQL SELECT Statement/7. Using AND.mp4 16.73 MB
22. SQL - Expanding on MySQL Aggregate Functions/1. Applying COUNT().mp4 27.37 MB
22. SQL - Expanding on MySQL Aggregate Functions/10. Applying AVG().mp4 13.52 MB
22. SQL - Expanding on MySQL Aggregate Functions/13. Rounding Numbers with ROUND().mp4 16.8 MB
22. SQL - Expanding on MySQL Aggregate Functions/4. Applying SUM().mp4 10.51 MB
22. SQL - Expanding on MySQL Aggregate Functions/7. MIN() and MAX().mp4 10.28 MB
23. SQL - SQL JOINs/1. What are JOINs.mp4 42.19 MB
23. SQL - SQL JOINs/10. The Functionality of LEFT JOIN - Part I.mp4 50.81 MB
23. SQL - SQL JOINs/11. The Functionality of LEFT JOIN - Part II.mp4 54.87 MB
23. SQL - SQL JOINs/14. The Functionality of RIGHT JOIN.mp4 32.22 MB
23. SQL - SQL JOINs/15. Differences between the New and the Old Join Syntax.mp4 32.01 MB
23. SQL - SQL JOINs/18. Using JOIN and WHERE Together.mp4 25.18 MB
23. SQL - SQL JOINs/22. The Functionality of CROSS JOIN.mp4 89.86 MB
23. SQL - SQL JOINs/27. Combining Aggregate Functions with Joins.mp4 22.15 MB
23. SQL - SQL JOINs/28. JOIN More than Two Tables.mp4 41.43 MB
23. SQL - SQL JOINs/31. Top Tips for Joins.mp4 50.9 MB
23. SQL - SQL JOINs/34. The Differences Between UNION and UNION ALL.mp4 47.68 MB
23. SQL - SQL JOINs/4. The Functionality of INNER JOIN - Part I.mp4 42.29 MB
23. SQL - SQL JOINs/5. The Functionality of INNER JOIN - Part II.mp4 67.08 MB
23. SQL - SQL JOINs/8. Extra Info on Using Joins.mp4 43.88 MB
23. SQL - SQL JOINs/9. Duplicate Rows.mp4 46.52 MB
24. SQL - SQL Subqueries/1. SQL Subqueries with IN Embedded Inside WHERE.mp4 37.44 MB
24. SQL - SQL Subqueries/4. SQL Subqueries with EXISTS-NOT EXISTS Embedded Inside WHERE.mp4 29.77 MB
24. SQL - SQL Subqueries/7. SQL Subqueries Nested in SELECT and FROM.mp4 71.65 MB
25. SQL - Stored Routines/1. Defining Stored Routines.mp4 29.93 MB
25. SQL - Stored Routines/10. Create Stored Procedures with an Output Parameter.mp4 32.5 MB
25. SQL - Stored Routines/13. SQL Variables.mp4 54.56 MB
25. SQL - Stored Routines/16. The Benefit of User-Defined Functions in MySQL.mp4 48.75 MB
25. SQL - Stored Routines/20. Concluding Stored Routines.mp4 27.14 MB
25. SQL - Stored Routines/3. Create Stored Procedures with MySQL Syntax.mp4 34.24 MB
25. SQL - Stored Routines/4. An Example of Stored Procedures Part I.mp4 23.96 MB
25. SQL - Stored Routines/5. An Example of Stored Procedures Part II.mp4 42.14 MB
25. SQL - Stored Routines/8. Creating a Procedure in MySQL Another Way.mp4 32.43 MB
25. SQL - Stored Routines/9. Create Stored Procedures with an Input Parameter.mp4 64.5 MB
26. SQL - The CASE Statement/1. The SQL CASE Statement.mp4 59.42 MB
27. Part 4 Introduction to Tableau/1. Why Use Tableau Make Your Data Make an Impact.mp4 39.21 MB
27. Part 4 Introduction to Tableau/2. Let's Download Tableau Public.mp4 28.38 MB
27. Part 4 Introduction to Tableau/3. Connecting Data in Tableau.mp4 14.27 MB
27. Part 4 Introduction to Tableau/4. Exploring Tableau's Interface.mp4 52.12 MB
27. Part 4 Introduction to Tableau/5. Let's Create our first Chart in Tableau!.mp4 58.97 MB
28. Tableau - Tableau functionalities/1. Duplicating a Sheet.mp4 25.32 MB
28. Tableau - Tableau functionalities/2. Creating a Table.mp4 26.2 MB
28. Tableau - Tableau functionalities/3. Creating Custom Fields.mp4 17.22 MB
28. Tableau - Tableau functionalities/4. Creating a Custom Field and Adding Calculations to a Table.mp4 29.7 MB
28. Tableau - Tableau functionalities/5. Adding Totals and Subtotals.mp4 20.89 MB
28. Tableau - Tableau functionalities/6. Adding a Custom Calculation.mp4 36.48 MB
28. Tableau - Tableau functionalities/7. Inserting a Filter.mp4 27.62 MB
28. Tableau - Tableau functionalities/8. Working with Joins in Tableau.mp4 45.12 MB
29. Tableau - The Tableau Exercise/1. Introduction to the Exercise.mp4 28.47 MB
29. Tableau - The Tableau Exercise/10. Creating and Formatting a Dashboard.mp4 31.82 MB
29. Tableau - The Tableau Exercise/11. Adding Interactive Filters for Improved Analysis.mp4 31.64 MB
29. Tableau - The Tableau Exercise/12. Interactive Filters - fix.mp4 12.48 MB
29. Tableau - The Tableau Exercise/2. Let's Create a Dashboard - Visualizing the Three Charts We Want to Create.mp4 23.46 MB
29. Tableau - The Tableau Exercise/3. Using Joins in Tableau.mp4 42.18 MB
29. Tableau - The Tableau Exercise/4. Performing a Numbers Check - Attempt #1.mp4 25.05 MB
29. Tableau - The Tableau Exercise/5. Blending Data in Tableau.mp4 32.32 MB
29. Tableau - The Tableau Exercise/6. Performing a Numbers Check - Attempt #2.mp4 20.47 MB
29. Tableau - The Tableau Exercise/7. First Chart.mp4 27.24 MB
29. Tableau - The Tableau Exercise/8. Second Chart.mp4 17.08 MB
29. Tableau - The Tableau Exercise/9. Third Chart.mp4 15.25 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 126.74 MB
30. Part 5 Combining SQL and Tableau - Introduction/1. Introduction to Software Integration.mp4 92.71 MB
30. Part 5 Combining SQL and Tableau - Introduction/2. Combining SQL and Tableau.mp4 83.9 MB
30. Part 5 Combining SQL and Tableau - Introduction/3. Loading the Database.mp4 28.87 MB
31. Combining SQL and Tableau - Problem 1/1. Problem 1 Task.mp4 33.81 MB
31. Combining SQL and Tableau - Problem 1/4. Problem 1 Solution in SQL.mp4 43.18 MB
31. Combining SQL and Tableau - Problem 1/6. Exporting Your Output from SQL and Loading it in Tableau.mp4 31.55 MB
31. Combining SQL and Tableau - Problem 1/7. Chart 1 Visualizing the Solution in Tableau - Part I.mp4 41.14 MB
31. Combining SQL and Tableau - Problem 1/8. Chart 1 Visualizing the Solution in Tableau - Part II.mp4 45.58 MB
32. Combining SQL and Tableau - Problem 2/1. Problem 2 Task.mp4 29.02 MB
32. Combining SQL and Tableau - Problem 2/3. Problem 2 Solution in SQL.mp4 39.65 MB
32. Combining SQL and Tableau - Problem 2/5. Chart 2 Visualizing the Solution in Tableau.mp4 49.35 MB
33. Combining SQL and Tableau - Problem 3/1. Problem 3 Task.mp4 13.31 MB
33. Combining SQL and Tableau - Problem 3/3. Problem 3 Solution in SQL.mp4 33.27 MB
33. Combining SQL and Tableau - Problem 3/5. Chart 3 Visualizing the Solution in Tableau.mp4 40.5 MB
34. Combining SQL and Tableau - Problem 4/1. Problem 4 Task.mp4 23.75 MB
34. Combining SQL and Tableau - Problem 4/3. Problem 4 Solution in SQL.mp4 30.34 MB
34. Combining SQL and Tableau - Problem 4/5. Chart 4 Visualizing the Solution in Tableau.mp4 22.72 MB
35. Combining SQL and Tableau - Problem 5/1. Problem 5 Organizing Charts 1-4 into a Beautiful Dashboard.mp4 56.2 MB
36. Part 6 Introduction to Programming with Python/1. A 5-minute explanation of Programming.mp4 58.52 MB
36. Part 6 Introduction to Programming with Python/11. Python 2 vs Python 3.mp4 11.28 MB
36. Part 6 Introduction to Programming with Python/3. Why use Python.mp4 75.08 MB
36. Part 6 Introduction to Programming with Python/5. Why use Jupyter.mp4 44.3 MB
36. Part 6 Introduction to Programming with Python/7. How to Install Python and Jupyter.mp4 51.01 MB
36. Part 6 Introduction to Programming with Python/8. Understanding Jupyter’s Interface – Dashboard.mp4 13.8 MB
36. Part 6 Introduction to Programming with Python/9. Understanding Jupyter’s Interface – Prerequisites for Coding.mp4 30.6 MB
37. Python - Python Variables and Data Types/1. Python Variables.mp4 25.29 MB
37. Python - Python Variables and Data Types/3. Understanding Numbers and Boolean Values.mp4 17.06 MB
37. Python - Python Variables and Data Types/5. Strings.mp4 50.64 MB
38. Python - Python Syntax Fundamentals/1. The Arithmetic Operators of Python.mp4 18.92 MB
38. Python - Python Syntax Fundamentals/10. How to Index Elements.mp4 5.94 MB
38. Python - Python Syntax Fundamentals/12. How to Structure Your Code with Indentation.mp4 13.15 MB
38. Python - Python Syntax Fundamentals/3. What is the Double Equality Sign.mp4 5.99 MB
38. Python - Python Syntax Fundamentals/5. How to Reassign Values.mp4 4.01 MB
38. Python - Python Syntax Fundamentals/7. How to Add Comments.mp4 11.27 MB
38. Python - Python Syntax Fundamentals/9. Understanding Line Continuation.mp4 2.36 MB
39. Python - Other Python Operators/1. Python's Comparison Operators.mp4 10.18 MB
39. Python - Other Python Operators/3. Python's Logical and Identity Operators.mp4 30.07 MB
4. Intro to Data and Data Science - What is the Purpose of each Data Science Field/1. Why do we Need each of these Disciplines.mp4 87.44 MB
40. Python - Conditional Statements/1. Getting to know the IF Statement.mp4 23.24 MB
40. Python - Conditional Statements/3. Adding an ELSE statement.mp4 23.27 MB
40. Python - Conditional Statements/4. Else if, for Brief – ELIF.mp4 53.36 MB
40. Python - Conditional Statements/5. An Additional Explanation of Boolean Values.mp4 20 MB
41. Python - Functions/1. How to Define a Function in Python.mp4 14.75 MB
41. Python - Functions/2. How to Create a Function with a Parameter.mp4 38.09 MB
41. Python - Functions/3. Define a Function in Another Way.mp4 25.24 MB
41. Python - Functions/4. How to use a Function within a Function.mp4 8.13 MB
41. Python - Functions/5. Use Conditional Statements and Functions Together.mp4 15.69 MB
41. Python - Functions/6. How to Create Functions Which Contain a Few Arguments.mp4 14.72 MB
41. Python - Functions/7. Built-In Functions in Python Worth Knowing.mp4 22.01 MB
42. Python - Python Sequences/1. Introduction to Lists.mp4 37.79 MB
42. Python - Python Sequences/3. Using Methods in Python.mp4 37.62 MB
42. Python - Python Sequences/5. What is List Slicing.mp4 30.78 MB
42. Python - Python Sequences/6. Working with Tuples.mp4 29.48 MB
42. Python - Python Sequences/7. Python Dictionaries.mp4 41.69 MB
43. Python - Using Iterations/1. Using For Loops.mp4 23.59 MB
43. Python - Using Iterations/3. Using While Loops and Incrementing.mp4 28.43 MB
43. Python - Using Iterations/4. Use the range() Function to Create Lists.mp4 25.79 MB
43. Python - Using Iterations/6. Combine Conditional Statements and Loops.mp4 27.78 MB
43. Python - Using Iterations/7. All In – Conditional Statements, Functions, and Loops.mp4 9.5 MB
43. Python - Using Iterations/8. How to Iterate over Dictionaries.mp4 29.64 MB
44. Python - Advanced Python tools/1. Introduction to Object Oriented Programming (OOP).mp4 33.59 MB
44. Python - Advanced Python tools/3. Using Modules and Packages.mp4 8.5 MB
44. Python - Advanced Python tools/5. What is the Standard Library.mp4 18.03 MB
44. Python - Advanced Python tools/7. How to Import Modules in Python.mp4 19.93 MB
45. Part 7 Integration - Software Integration/1. Getting Started with Data, Servers, Clients, Requests, and Responses.mp4 69.07 MB
45. Part 7 Integration - Software Integration/3. Getting Started with Data Connectivity, APIs, and Endpoints.mp4 104.15 MB
45. Part 7 Integration - Software Integration/5. Become Better Acquainted with APIs.mp4 115.62 MB
45. Part 7 Integration - Software Integration/7. Communication through Text Files.mp4 60.33 MB
45. Part 7 Integration - Software Integration/9. What is Software Integration and How is it Applied.mp4 63.72 MB
46. Integration - What is contained in this Course/1. Solving a Business Exercise with Python, SQL, and Tableau.mp4 52.3 MB
46. Integration - What is contained in this Course/2. Presenting the Task Absenteeism at Work.mp4 39.06 MB
46. Integration - What is contained in this Course/3. Presenting the Data Set.mp4 40.88 MB
47. Integration - Data Preprocessing Step by Step/10. A Deeper Look at the 'Reasons for Absence' Column.mp4 40.57 MB
47. Integration - Data Preprocessing Step by Step/11. Splitting a Variable into Multiple Dummy Variables.mp4 81.13 MB
47. Integration - Data Preprocessing Step by Step/15. A Statistical Perspective on Dummy Variables.mp4 13.76 MB
47. Integration - Data Preprocessing Step by Step/16. Categorizing the Various Reasons for Absence.mp4 74.55 MB
47. Integration - Data Preprocessing Step by Step/17. Concatenation in Python.mp4 38.75 MB
47. Integration - Data Preprocessing Step by Step/2. How to Import the Data Set in Python.mp4 23.08 MB
47. Integration - Data Preprocessing Step by Step/20. How to Reorder Columns in a DataFrame in Python.mp4 14.05 MB
47. Integration - Data Preprocessing Step by Step/23. Using Checkpoints to Ease Your Work in Jupyter.mp4 25.71 MB
47. Integration - Data Preprocessing Step by Step/26. Analyzing the Date Column.mp4 57.27 MB
47. Integration - Data Preprocessing Step by Step/27. Retrieving the Month Value From the Date Column.mp4 47.79 MB
47. Integration - Data Preprocessing Step by Step/28. Adding the Day of the Week Column.mp4 27.98 MB
47. Integration - Data Preprocessing Step by Step/3. Exploring the Data Set.mp4 61.83 MB
47. Integration - Data Preprocessing Step by Step/30. Analysis of the Next 5 Columns in DF.mp4 29.55 MB
47. Integration - Data Preprocessing Step by Step/31. Dealing with More Numerical Features which may Behave like Categorical Ones.mp4 39.61 MB
47. Integration - Data Preprocessing Step by Step/32. A Final Note on this Section.mp4 21.62 MB
47. Integration - Data Preprocessing Step by Step/4. Programming vs the Rest of the World.mp4 27.82 MB
47. Integration - Data Preprocessing Step by Step/6. The Approach we will Take to Solve this Exercise.mp4 20.17 MB
47. Integration - Data Preprocessing Step by Step/7. Dropping Variables We Don't Need.mp4 61.69 MB
48. Integration - Integrating Python and SQL/1. How to Use the 'absenteeism_module' in Python - Part I.mp4 25.44 MB
48. Integration - Integrating Python and SQL/10. Sending Data from Jupyter to Workbench - Part II.mp4 58.22 MB
48. Integration - Integrating Python and SQL/11. Sending Data from Jupyter to Workbench - Part III.mp4 32.83 MB
48. Integration - Integrating Python and SQL/2. How to Use the 'absenteeism_module' in Python - Part II.mp4 54.34 MB
48. Integration - Integrating Python and SQL/3. Creating the 'predicted_outputs' Database in MySQL.mp4 58.91 MB
48. Integration - Integrating Python and SQL/4. Importing 'pymysql' in Python.mp4 19.05 MB
48. Integration - Integrating Python and SQL/5. Creating a Connection and Cursor.mp4 20.98 MB
48. Integration - Integrating Python and SQL/7. Creating the 'predicted_outputs' Table in MySQL.mp4 52.45 MB
48. Integration - Integrating Python and SQL/8. Executing and SQL SELECT Statement from Python.mp4 25.36 MB
48. Integration - Integrating Python and SQL/9. Sending Data from Jupyter to Workbench - Part I.mp4 76.28 MB
49. Integration - Using Tableau to Analyze the Predicted Outputs/2. Using Tableau to Analyze Age vs Probability.mp4 56.5 MB
49. Integration - Using Tableau to Analyze the Predicted Outputs/4. Using Tableau to Analyze Reasons vs Probability.mp4 59.29 MB
49. Integration - Using Tableau to Analyze the Predicted Outputs/6. Using Tableau to Analyze Transportation Expense vs Probability.mp4 40.62 MB
5. Intro to Data and Data Science - Common Data Science Techniques/1. Traditional Data Techniques.mp4 138.39 MB
5. Intro to Data and Data Science - Common Data Science Techniques/10. Traditional Methods Techniques.mp4 111.63 MB
5. Intro to Data and Data Science - Common Data Science Techniques/12. Traditional Methods Real-life Examples.mp4 42.84 MB
5. Intro to Data and Data Science - Common Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 99.27 MB
5. Intro to Data and Data Science - Common Data Science Techniques/15. Machine Learning (ML) Types of Machine Learning.mp4 125.04 MB
5. Intro to Data and Data Science - Common Data Science Techniques/17. Machine Learning (ML) Real-life Examples.mp4 36.85 MB
5. Intro to Data and Data Science - Common Data Science Techniques/3. Traditional Data Real-life Examples.mp4 29.95 MB
5. Intro to Data and Data Science - Common Data Science Techniques/4. Big Data Techniques.mp4 75.46 MB
5. Intro to Data and Data Science - Common Data Science Techniques/6. Big Data Real-life Examples.mp4 22.06 MB
5. Intro to Data and Data Science - Common Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4 89.84 MB
5. Intro to Data and Data Science - Common Data Science Techniques/9. Business Intelligence (BI) Real-life Examples.mp4 29.51 MB
6. Intro to Data and Data Science - Common Data Science Tools/1. Programming Languages & Software Employed in Data Science - All the Tools Needed.mp4 103.38 MB
7. Intro to Data and Data Science - Data Science Career Paths/1. Data Science Job Positions What do they Involve and What to Look out for.mp4 54.34 MB
8. Intro to Data and Data Science - Dispelling Common Misconceptions/1. Dispelling common Misconceptions.mp4 72.71 MB
9. Part 2 Statistics - Population and Sample/1. Population vs sample.mp4 58.08 MB
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