Data Quality Masterclass – The Complete Course

سرفصل های دوره

Learn Data Quality Management from A to Z. This complete guide covers all Data Quality Principles, Techniques and more

1 - Introduction

1 - Introduction

2 - Data-Quality-Example.xlsx

2 - Data-Quality-Masterclass-Guide.pdf

2 - Download the Course Resources

3 - Certificate of Completion how to get it

3 - Guide from Udemy How to get your Certificate of Completion.txt

2 - The Basics

4 - What is Data Quality

5 - What is Data Quality Management

6 - The Impact of Poor Data Quality

7 - Estimations on Cost of Poor Data Quality

8 - Data Quality Issue from real world case studies

9 - Why do we have bad data

3 - 6 Key Data Quality Dimensions

10 - What is a Data Quality Dimension

11 - Data Accuracy

11 - Data-Quality-Example.xlsx

12 - Data Validity

13 - Data Timeliness

14 - Data Completeness

15 - Data Uniqueness

16 - Data Consistency

16 - Data-Quality-Final.xlsx

4 - Data Quality Rules

17 - What are Data Quality Rules

18 - Steps to Implement your own Data Quality Rules

19 - Example of implementing Data Quality Rules

20 - Data Quality Rules Example 2

5 - Data Quality TechniquesTools

21 - Data Profiling What is it

22 - Data Profiling use cases

23 - Data Parsing

24 - Benefits of Data Parsing

25 - Data Standardization

26 - Identity Resolution

27 - Identity Resolution Process

28 - Identity Resolution Benefits

29 - Data Linkage

30 - Data Cleansing

31 - Data enhancement

32 - Data inspection and monitoring

6 - Data Quality Roles

33 - Data Quality Roles intro

34 - Data Quality Manager

35 - Data Quality Analyst

36 - Data Owner

37 - Data Steward

38 - Data Custodian

39 - Data consumer

7 - Data Quality Process

40 - The Data Quality Management process

41 - Step 1 Define the Data Quality Improvement goals

42 - Step 2 Data Profiling

43 - Step 3 Conduct Data Quality Assessment

44 - Step 3 addition Using Root Cause Analysis Tools

45 - Step 4 Resolve Data Quality Issues

46 - Step 5 Monitor and Control

8 - Data Quality Tools

47 - Why Data Quality Tools are important

48 - What is important in a Data Quality Tool

49 - The Magic Quadrant for Data Quality Solutions by Gartner

50 - Informatica

51 - IBM

52 - SAP

53 - Talend

54 - Precisely

55 - Ataccama

56 - How to choose the right Data Quality Tool

9 - Optional Section Data Governance

57 - Why invest time learning about Data Governance

58 - What is the difference between Data Governance and Data Quality

59 - Data Governance Definition

60 - Why do you need Data Governance

61 - Data Governance Gone Wrong

62 - Data Governance Core Principles

63 - Data Governance Roles Respnsibilities

10 - Data Quality Best Practices

64 - Top 5 Best Practices to implement

11 - Optional Section Example of a Data Quality Tool

65 - Intro

66 - Setting up your account

67 - The Interface

68 - Connect to Data

69 - Running Jobs

70 - Job options

71 - Overview of Data Quality Scoring

72 - Data Profile page

73 - Shapes

74 - Duplicates

75 - Schema

76 - Record

77 - Source

78 - Pattern

79 - How to adjust the features

80 - Outliers

81 - Rules

82 - Data Behaviour

83 - Outro

12 - What Next

84 - Thank You

85 - Bonus Lecture.html

“آموزش رندر در Unreal Engine بوسیله V-Ray Next” به سبد خرید شما اضافه شد. مشاهده سبد خرید

139,000 تومان

خرید اشتراک افزودن به سبد خرید

خرید دانلودی فوری

در این روش نیاز به افزودن محصول به سبد خرید و تکمیل اطلاعات نیست و شما پس از وارد کردن ایمیل خود و طی کردن مراحل پرداخت لینک های دریافت محصولات را در ایمیل خود دریافت خواهید کرد.

تولید کننده: Udemy