Data Science and Data Engineering Bootcamp

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Data Quality
• 1 - What is Data Quality.mp4 (17.6 MB)
• 10 - Data Integrity vs. Data Quality.mp4 (11.4 MB)
• 11 - Data Profiling.mp4 (70.9 MB)
• 12 - Data Downtime.mp4 (43.9 MB)
• 13 - Data Quality Metrics.mp4 (19.9 MB)
• 14 - Data Freshness.mp4 (11.0 MB)
• 15 - Root Cause Analysis for Data Quality.mp4 (25.2 MB)
• 16 - Ensuring Data Quality in your ETL Pipelines.mp4 (66.2 MB)
• 17 - Data Quality Frameworks.mp4 (30.1 MB)
• 18 - How to Improve Data Quality.mp4 (3.8 MB)
• 19 - Data Quality Checks.mp4 (67.1 MB)
• 2 - Data Quality Dimensions.mp4 (40.8 MB)
• 20 - Characteristics of Good Data Quality.mp4 (58.7 MB)
• 21 - An Introduction to Data Reliability Engineering.mp4 (55.9 MB)
• 22 - Automating Data Quality for Modern Architecture.mp4 (61.8 MB)
• 23 - Crucial Elements of a Data Quality Framework.mp4 (52.1 MB)
• 24 - Data Incident Managers.mp4 (36.0 MB)
• 25 - Data Trust Score.mp4 (25.9 MB)
• 3 - Importance of Data Quality.mp4 (14.8 MB)
• 4 - Data Quality Best Practices.mp4 (15.9 MB)
• 5 - Data Quality Benefits.mp4 (24.5 MB)
• 6 - How to Create a Data Quality Strategy.mp4 (23.8 MB)
• 7 - What is Data Quality Monitoring.mp4 (7.6 MB)
• 8 - What is Data Quality Management.mp4 (53.9 MB)
• 9 - Common Data Quality Issues and their Solutions.mp4 (52.6 MB)
2 - Data Reliability
• 1 - What is Data Reliability.mp4 (21.7 MB)
• 10 - Data Accuracy.mp4 (40.2 MB)
• 11 - Data Availability.mp4 (25.5 MB)
• 12 - Data Integrity.mp4 (24.3 MB)
• 13 - Data Usability.mp4 (18.5 MB)
• 14 - Data Completeness.mp4 (13.8 MB)
• 15 - Data Uniqueness.mp4 (17.2 MB)
• 16 - Data Validity.mp4 (14.1 MB)
• 17 - Data Durability.mp4 (23.0 MB)
• 18 - Data Scalability.mp4 (30.8 MB)
• 19 - Data Resilience.mp4 (30.4 MB)
• 2 - Causes of Unreliable Data.mp4 (14.0 MB)
• 20 - Root Cause Analysis for Data Quality.mp4 (26.6 MB)
• 21 - Data Quality vs Reliability.mp4 (16.2 MB)
• 22 - Introduction to Site Reliability Engineering.mp4 (27.3 MB)
• 23 - Service Level Agreements (SLAs).mp4 (32.1 MB)
• 24 - Data Service Level Agreements (Data SLAs).mp4 (28.1 MB)
• 25 - Service Level Objectives (SLOs).mp4 (26.7 MB)
• 26 - Service Level Indicators (SLIs).mp4 (36.3 MB)
• 27 - Error Budgets.mp4 (37.1 MB)
• 28 - Error Rate.mp4 (12.8 MB)
• 29 - Data Quality of Service (Data QoS).mp4 (18.5 MB)
• 3 - Benefits of Data Reliability.mp4 (19.3 MB)
• 30 - Data Quality as a Service (Data QaaS).mp4 (2.9 MB)
• 31 - Mean Time To Detection (MTTD).mp4 (33.3 MB)
• 32 - Mean Time To RecoverRepair (MTTR).mp4 (26.3 MB)
• 33 - Mean Time Between Failures (MTBF).mp4 (31.9 MB)
• 34 - Mean Time to Failure (MTTF).mp4 (23.9 MB)
• 35 - RAG Status.mp4 (44.7 MB)
• 4 - Data Reliability Assessment.mp4 (14.8 MB)
• 5 - Data Reliability Framework.mp4 (19.3 MB)
• 6 - Data Reliability Engineering.mp4 (17.7 MB)
• 7 - Data Relevancy and Irrelevancy.mp4 (40.0 MB)
• 8 - Data FreshnessTimeliness.mp4 (12.7 MB)
• 9 - Data Monitoring.mp4 (29.1 MB)
3 - Data Observability
• 1 - Introduction to Data Observability.mp4 (10.3 MB)
• 10 - Industry Use Cases.mp4 (5.9 MB)
• 11 - Data Quality vs. Data Observability.mp4 (10.9 MB)
• 12 - Data Monitoring vs. Data Observability.mp4 (11.4 MB)
• 13 - Data Governance and Data Observability.mp4 (14.4 MB)
• 14 - Signs Your Organization Needs a Data Observability Platform.mp4 (4.7 MB)
• 15 - Activities Needed for Data Observability.mp4 (8.9 MB)
• 2 - The Evolution of Data Observability.mp4 (29.1 MB)
• 3 - What is Data Observability.mp4 (8.4 MB)
• 4 - The Pillars of Observability.mp4 (39.3 MB)
• 5 - Data Observability Dimensions.mp4 (50.8 MB)
• 6 - Benefits of Data Observability.mp4 (41.0 MB)
• 7 - Challenges of Data Observability.mp4 (15.2 MB)
• 8 - Hierarchy of Data Observability.mp4 (21.6 MB)
• 9 - Data Observability Use Cases.mp4 (10.1 MB)
4 - Data Lineage
• 1 - What is Data Lineage.mp4 (6.8 MB)
• 10 - Advanced Features of Data Lineage.mp4 (26.1 MB)
• 11 - Coarse-Grained vs. Fine-Grained Data Lineage.mp4 (8.2 MB)
• 12 - Data Lineage Methods & Techniques.mp4 (9.9 MB)
• 2 - Why is Data Lineage Important.mp4 (24.2 MB)
• 3 - The Anatomy of Data Lineage.mp4 (21.5 MB)
• 4 - Types of Data Lineage.mp4 (20.9 MB)
• 5 - Challenges While Implementing Data Lineage.mp4 (8.3 MB)
• 6 - Use Cases and Applications of Data Lineage.mp4 (30.7 MB)
• 7 - Practical Examples of Data Lineage in Action.mp4 (17.1 MB)
• 8 - The Benefits of Data Lineage.mp4 (23.9 MB)
• 9 - Key Components of Data Lineage.mp4 (14.4 MB)
5 - Data Warehousing
• 1 - What is a Data Warehouse.mp4 (7.5 MB)
• 2 - History of Data Warehouse.mp4 (6.9 MB)
• 3 - The Three-Tier Data Warehouse Architecture.mp4 (25.2 MB)
• 4 - Types of Data Warehouse Architectures.mp4 (25.2 MB)
• Bonus Resources.txt (0.1 KB)