Data Quality: Understanding Garbage In, Garbage Out

preview_player
Показать описание
In this video, we dive deep into the importance of data quality and the famous concept "Garbage In, Garbage Out" (GIGO). Learn how poor data quality can impact business decisions and the role it plays in machine learning and analytics. Stay tuned for key insights and tips to ensure your data is clean and reliable

*Key Moments:*
00:00 – Introduction
00:08 – Effects of Poor Data Quality
00:11 – What is Garbage In, Garbage Out (GIGO)?
00:21 - Impact of Incorrect Data on Models and Predictions
01:54 - Discussion on Bias Data and Its Impact on Model Training
06:15 - Transition to "Garbage Out" Consequences

Don't forget to like, share, and subscribe for more insights on data management!

#DataQuality #GarbageInGarbageOut #GIGO #MachineLearning #DataManagement #BigData #DataAnalytics #ETL #artificialintelligence
#DataCleaning #DataIntegrity #DataGovernance
  1. Datagaps
  2. Data Quality
  3. Garbage In Garbage Out
  4. GIGO
  5. Data Management
  6. Machine Learning
Рекомендации по теме
Data Quality: Understanding 0:09:14

Data Quality: Understanding Garbage In, Garbage Out

The Importance of 0:08:45

The Importance of Data Quality (Garbage in, Garbage Out)

Data Quality: Getting 0:05:10

Data Quality: Getting Data Preparation Right is Key! Here’s How

Data Governance Explained 0:05:22

Data Governance Explained in 5 Minutes

AI-powered Automated Data 0:22:17

AI-powered Automated Data Quality on Data Lakes by Aitor Murguzur

What is Data 0:03:27

What is Data Quality ? Importance & challenges for business

Intro to Data 0:10:29

Intro to Data Quality

Reimagine Data Governance: 0:56:09

Reimagine Data Governance: Become a Data Quality Detective!

How Business Process 0:35:33

How Business Process Documentation Enhances Data Collection

Data Contracts - 0:36:35

Data Contracts - Accountable Data Quality | Data Quality Camp

3️⃣ Data Reliability 0:28:30

3️⃣ Data Reliability Engineering—A Three-Phase Approach to Data Quality

What is Data 0:09:04

What is Data Quality Management? Why is it Important? How do we Improve Data Quality?

AIA BCC '21 0:13:47

AIA BCC '21 - Nathan Miller - Data Remediation - Machine Learning and Data Quality

KDD 2020: Lecture 0:34:44

KDD 2020: Lecture Style Tutorials: Overview and Importance of Data Quality-Part 1

The High Stakes 0:20:03

The High Stakes of Data Quality: 'Give It Garbage, Get Garbage'

Garbage In, Garbage 0:01:13

Garbage In, Garbage Out: The Critical Importance of Data Quality in AI

Don't Waste Time 0:09:48

Don't Waste Time on Deep Learning Models

Poor Data Quality 0:02:16

Poor Data Quality : The Hidden Virus that Infects Most Companies

Best Practices for 0:56:03

Best Practices for Improving Data Quality (Lights On Data Show)

Data Quality Process 0:03:05

Data Quality Process

Garbage in, garbage 0:31:26

Garbage in, garbage out – why data quality matters | The Source Podcast Episode 3

Data Quality for 0:50:44

Data Quality for Data Integration

The Importance of 0:57:38

The Importance of Data Quality - Fabiana Clemente

1.1.1 - Data 0:32:17

1.1.1 - Data Quality Academy - Foundational Data Quality Concepts