Download System Design for Big Data Pipelines torrent

System Design for Big Data Pipelines

Torrent:	System Design for Big Data Pipelines
Description:	Description Big data technologies have been growing exponentially over the past few years and have penetrated into every domain and industry in software development. It has become a core skill for a software engineer. Robust and effective big data pipelines are needed to support the growing volume of data and applications in the big data world. These pipelines have become business critical and help increase revenues and reduce cost. Do quality big data pipelines happen by magic? High quality designs that are scalable, reliable and cost effective are needed to build and maintain these pipelines. How do you build an end-to-end big data pipeline that leverages big data technologies and practices effectively to solve business problems? How do you integrate them in a scalable and reliable manner? How do you deploy, secure and operate them? How do you look at the overall forest and not just the individual trees? This course focuses on this skill gap. What are the topics covered in this course? We start off by discussing the building blocks of big data pipelines, their functions and challenges. We introduce a structured design process for building big data pipelines. We then discuss individual building blocks, focusing on the design patterns available, their advantages, shortcomings, use cases and available technologies. We recommend several best practices across the course. We finally implement two use cases for illustration on how to apply the learnings in the course to a real world problem. One is a batch use case and another is a real time use case. Who this course is for: Big Data Pipeline Designers & Architects Big Data Developers looking to move into Design/Architecture roles Software Architects looking to gain Big Data Experience Requirements Big Data Technology Concepts Familiarity with Big Data Technologies like Apache Spark, Apache Kafka and NoSQL Development / Deployment Experience with Big Data Technologies and Pipelines Software Design and Development Experience including Cloud & Microservices Last Updated 4/2023
Downloads:	62
Category:	Other /Tutorials
Size:	1.8 GB
Show Files »	System Design for Big Data Pipelines [TutsNode.net] - System Design for Big Data Pipelines 13 - Use Case I Customer Journey Analytics CJA 77 - Create CJA Skeleton Design.mp4 (47.0 MB) 76 - Study CJA Pipeline Flowchart.mp4 (43.0 MB) 78 - Analyze CJA Scaling.mp4 (33.2 MB) 72 - Problem Definition for CJA.mp4 (29.0 MB) 74 - Analyze CJA Input Data.mp4 (22.1 MB) 79 - Select Technologies for CJA.mp4 (20.9 MB) 80 - Design Infrastructure and Operations for CJA.mp4 (16.8 MB) 73 - Study CJA Functional Requirements.mp4 (15.0 MB) 75 - Study CJA NonFunctional Requirements.mp4 (9.1 MB) 4 - Scalable Pipelines Design Principles 22 - Batch vs Realtime Pipelines.mp4 (40.0 MB) 24 - Microservices based Architectures.mp4 (34.2 MB) 27 - Performance Benchmarking for Big Data Pipelines.mp4 (29.9 MB) 25 - Batch Pipelines Best Practices.mp4 (28.7 MB) 26 - Realtime Pipelines Best Practices.mp4 (28.0 MB) 23 - Distributed Architectures.mp4 (24.5 MB) 7 - Data Processing Transformation Design 39 - Batch Processing Design Practices Part 1.mp4 (37.0 MB) 41 - Stream Processing Design Practices.mp4 (29.7 MB) 40 - Batch Processing Design Practices Part 2.mp4 (27.5 MB) 43 - Input and Output Considerations for Processing.mp4 (26.6 MB) 44 - Processing Engine Technologies.mp4 (24.8 MB) 37 - Data Processing Patterns.mp4 (24.7 MB) 38 - Distributed Processing with Big Data.mp4 (19.6 MB) 42 - Batch vs Realtime Processing.mp4 (15.2 MB) 10 - Infrastructure and Deployments 60 - Processing Jobs Deployments.mp4 (33.3 MB) 62 - Geographical Distribution.mp4 (31.7 MB) 58 - Infrastructure Technologies.mp4 (31.5 MB) 61 - Databases and Queues Deployments.mp4 (26.4 MB) 59 - Microservices Deployments.mp4 (9.5 MB) 14 - Use Case II Suspicious Login Alerting SLA 85 - Draw SLA Pipeline Flowchart.mp4 (32.6 MB) 87 - Analyze SLA Scaling.mp4 (30.4 MB) 86 - Create SLA Skeleton Design.mp4 (26.6 MB) 88 - Select SLA Technologies.mp4 (20.0 MB) 82 - Study SLA Functional Requirements.mp4 (17.6 MB) 89 - Define SLA Infrastructure and Operations.mp4 (13.9 MB) 81 - Problem Definition for SLA.mp4 (11.6 MB) 83 - Analyze SLA Input Data.mp4 (10.3 MB) 84 - Study SLA NonFunctional Requirements.mp4 (9.2 MB) 8 - Storage Design 45 - Distributed File System Pattern.mp4 (29.0 MB) 46 - Relational Database Pattern.mp4 (21.6 MB) 51 - Data Storage Design Practices 1.mp4 (21.1 MB) 47 - Document Database Pattern.mp4 (19.1 MB) 50 - Distributed Cache Pattern.mp4 (19.0 MB) 52 - Data Storage Design Practices 2.mp4 (17.5 MB) 48 - Columnar Database Pattern.mp4 (15.2 MB) 49 - Graph Database Pattern.mp4 (14.2 MB) 6 - Data Transport Design 35 - Event Streaming Pattern.mp4 (28.1 MB) 34 - Request Response Pattern.mp4 (23.5 MB) 33 - Extract Load Pattern.mp4 (21.4 MB) 36 - Data Transport Design Practices.mp4 (18.3 MB) 3 - System Design Process 19 - Select Technologies.mp4 (27.9 MB) 14 - Analyze Pipeline Input.mp4 (25.7 MB) 13 - Analyze Functional Requirements.mp4 (24.6 MB) 18 - Analyze Scaling.mp4 (24.4 MB) 17 - Create a Skeleton Design.mp4 (20.2 MB) 15 - Analyze Nonfunctional Requirements.mp4 (18.3 MB) 21 - Develop a Test Strategy.mp4 (16.3 MB) 16 - Draw a Pipeline Flowchart.mp4 (14.2 MB) 12 - System Design Process Overview.mp4 (14.0 MB) 20 - Design Infrastructure and Operations.mp4 (13.8 MB) 9 - Serving Design 53 - Query Interface Pattern.mp4 (26.3 MB) 54 - Serving API Pattern.mp4 (20.2 MB) 57 - Data Serving Design Practices.mp4 (19.4 MB) 55 - Push Client Pattern.mp4 (18.5 MB) 56 - Publish Subscribe Pattern.mp4 (13.4 MB) 1 - Introduction Expectations 1 - Need for Quality Pipeline Design.mp4 (23.0 MB) 2 - Course Coverage and Prerequisites.mp4 (21.5 MB) 3 - Cloud Serverless Technologies.mp4 (10.0 MB) 5 - Data Acquisition Design 28 - File Transfer Pattern.mp4 (22.4 MB) 32 - Data Acquisition Design Practices.mp4 (21.2 MB) 30 - Ingestion API Pattern.mp4 (20.9 MB) 29 - Extraction Client Pattern.mp4 (19.9 MB) 31 - Pub Sub Acquisition Pattern.mp4 (18.9 MB) 12 - Serviceability 71 - Pipeline Troubleshooting.mp4 (19.6 MB) 70 - Data to Monitor.mp4 (14.8 MB) 68 - Elements of Serviceability.mp4 (12.4 MB) 69 - Monitoring Pipelines.mp4 (11.6 MB) 11 - Security 63 - Pipeline Security by Design.mp4 (16.6 MB) 67 - MultiTenancy Considerations.mp4 (12.5 MB) 66 - Privacy Considerations.mp4 (11.5 MB) 65 - Secure Data Storage.mp4 (9.3 MB) 64 - Secure External Interfaces.mp4 (7.9 MB) 2 - Building Blocks for Big Data Pipelines 4 - The Big Data Pipeline Network.mp4 (16.4 MB) 11 - Data Pipeline Operations.mp4 (16.4 MB) 5 - Data Acquisition Blocks.mp4 (16.0 MB) 6 - Data Transport Blocks.mp4 (14.2 MB) 10 - Data Pipeline Infrastructure.mp4 (12.3 MB) 7 - Data Processing Blocks.mp4 (12.1 MB) 9 - Data Serving Blocks.mp4 (10.7 MB) 8 - Data Storage Blocks.mp4 (10.4 MB) 15 - Conclusion 90 - Thank You.mp4 (2.2 MB) TutsNode.net.txt (0.1 KB) [TGx]Downloaded from torrentgalaxy.to .txt (0.6 KB) .pad 0 (473.1 KB) 1 (44.1 KB) 2 (461.9 KB) files
Added:	2023-05-07 21:04:55
Language:	English
Peers:	Seeders : 41 , Leechers : 17
Release name:	System Design for Big Data Pipelines
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