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System Design for Big Data Pipelines
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[TutsNode.net] - System Design for Big Data Pipelines (Size: 1.84 GB) (Files: 181)
[TutsNode.net] - System Design for Big Data Pipelines
13 - Use Case I Customer Journey Analytics CJA
77 - Create CJA Skeleton Design.mp4
76 - Study CJA Pipeline Flowchart.mp4
78 - Analyze CJA Scaling.mp4
72 - Problem Definition for CJA.mp4
74 - Analyze CJA Input Data.mp4
79 - Select Technologies for CJA.mp4
80 - Design Infrastructure and Operations for CJA.mp4
73 - Study CJA Functional Requirements.mp4
75 - Study CJA NonFunctional Requirements.mp4
4 - Scalable Pipelines Design Principles
22 - Batch vs Realtime Pipelines.mp4
24 - Microservices based Architectures.mp4
27 - Performance Benchmarking for Big Data Pipelines.mp4
25 - Batch Pipelines Best Practices.mp4
26 - Realtime Pipelines Best Practices.mp4
23 - Distributed Architectures.mp4
7 - Data Processing Transformation Design
39 - Batch Processing Design Practices Part 1.mp4
41 - Stream Processing Design Practices.mp4
40 - Batch Processing Design Practices Part 2.mp4
43 - Input and Output Considerations for Processing.mp4
44 - Processing Engine Technologies.mp4
37 - Data Processing Patterns.mp4
38 - Distributed Processing with Big Data.mp4
42 - Batch vs Realtime Processing.mp4
10 - Infrastructure and Deployments
60 - Processing Jobs Deployments.mp4
62 - Geographical Distribution.mp4
58 - Infrastructure Technologies.mp4
61 - Databases and Queues Deployments.mp4
59 - Microservices Deployments.mp4
14 - Use Case II Suspicious Login Alerting SLA
85 - Draw SLA Pipeline Flowchart.mp4
87 - Analyze SLA Scaling.mp4
86 - Create SLA Skeleton Design.mp4
88 - Select SLA Technologies.mp4
82 - Study SLA Functional Requirements.mp4
89 - Define SLA Infrastructure and Operations.mp4
81 - Problem Definition for SLA.mp4
83 - Analyze SLA Input Data.mp4
84 - Study SLA NonFunctional Requirements.mp4
8 - Storage Design
45 - Distributed File System Pattern.mp4
46 - Relational Database Pattern.mp4
51 - Data Storage Design Practices 1.mp4
47 - Document Database Pattern.mp4
50 - Distributed Cache Pattern.mp4
52 - Data Storage Design Practices 2.mp4
48 - Columnar Database Pattern.mp4
49 - Graph Database Pattern.mp4
6 - Data Transport Design
35 - Event Streaming Pattern.mp4
34 - Request Response Pattern.mp4
33 - Extract Load Pattern.mp4
36 - Data Transport Design Practices.mp4
3 - System Design Process
19 - Select Technologies.mp4
14 - Analyze Pipeline Input.mp4
13 - Analyze Functional Requirements.mp4
18 - Analyze Scaling.mp4
17 - Create a Skeleton Design.mp4
15 - Analyze Nonfunctional Requirements.mp4
21 - Develop a Test Strategy.mp4
16 - Draw a Pipeline Flowchart.mp4
12 - System Design Process Overview.mp4
20 - Design Infrastructure and Operations.mp4
9 - Serving Design
53 - Query Interface Pattern.mp4
54 - Serving API Pattern.mp4
57 - Data Serving Design Practices.mp4
55 - Push Client Pattern.mp4
56 - Publish Subscribe Pattern.mp4
1 - Introduction Expectations
1 - Need for Quality Pipeline Design.mp4
2 - Course Coverage and Prerequisites.mp4
3 - Cloud Serverless Technologies.mp4
5 - Data Acquisition Design
28 - File Transfer Pattern.mp4
32 - Data Acquisition Design Practices.mp4
30 - Ingestion API Pattern.mp4
29 - Extraction Client Pattern.mp4
31 - Pub Sub Acquisition Pattern.mp4
12 - Serviceability
71 - Pipeline Troubleshooting.mp4
70 - Data to Monitor.mp4
68 - Elements of Serviceability.mp4
69 - Monitoring Pipelines.mp4
11 - Security
63 - Pipeline Security by Design.mp4
67 - MultiTenancy Considerations.mp4
66 - Privacy Considerations.mp4
65 - Secure Data Storage.mp4
64 - Secure External Interfaces.mp4
2 - Building Blocks for Big Data Pipelines
4 - The Big Data Pipeline Network.mp4
11 - Data Pipeline Operations.mp4
5 - Data Acquisition Blocks.mp4
6 - Data Transport Blocks.mp4
10 - Data Pipeline Infrastructure.mp4
7 - Data Processing Blocks.mp4
9 - Data Serving Blocks.mp4
8 - Data Storage Blocks.mp4
15 - Conclusion
90 - Thank You.mp4
TutsNode.net.txt
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