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System Design for Big Data Pipelines

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Category:

Other > Training

Language:

English

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1.84 GB

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92d30143a7d454a29b5b73993e1c60f9275fe461

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07-05-2023 14:10

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TutsNode.net.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.net] - System Design for Big Data Pipelines/1 - Introduction Expectations/1 - Need for Quality Pipeline Design.mp4	22.98 MB
[TutsNode.net] - System Design for Big Data Pipelines/1 - Introduction Expectations/2 - Course Coverage and Prerequisites.mp4	21.49 MB
[TutsNode.net] - System Design for Big Data Pipelines/1 - Introduction Expectations/3 - Cloud Serverless Technologies.mp4	9.95 MB
[TutsNode.net] - System Design for Big Data Pipelines/10 - Infrastructure and Deployments/58 - Infrastructure Technologies.mp4	31.47 MB
[TutsNode.net] - System Design for Big Data Pipelines/10 - Infrastructure and Deployments/59 - Microservices Deployments.mp4	9.48 MB
[TutsNode.net] - System Design for Big Data Pipelines/10 - Infrastructure and Deployments/60 - Processing Jobs Deployments.mp4	33.34 MB
[TutsNode.net] - System Design for Big Data Pipelines/10 - Infrastructure and Deployments/61 - Databases and Queues Deployments.mp4	26.41 MB
[TutsNode.net] - System Design for Big Data Pipelines/10 - Infrastructure and Deployments/62 - Geographical Distribution.mp4	31.67 MB
[TutsNode.net] - System Design for Big Data Pipelines/11 - Security/63 - Pipeline Security by Design.mp4	16.63 MB
[TutsNode.net] - System Design for Big Data Pipelines/11 - Security/64 - Secure External Interfaces.mp4	7.85 MB
[TutsNode.net] - System Design for Big Data Pipelines/11 - Security/65 - Secure Data Storage.mp4	9.32 MB
[TutsNode.net] - System Design for Big Data Pipelines/11 - Security/66 - Privacy Considerations.mp4	11.48 MB
[TutsNode.net] - System Design for Big Data Pipelines/11 - Security/67 - MultiTenancy Considerations.mp4	12.54 MB
[TutsNode.net] - System Design for Big Data Pipelines/12 - Serviceability/68 - Elements of Serviceability.mp4	12.43 MB
[TutsNode.net] - System Design for Big Data Pipelines/12 - Serviceability/69 - Monitoring Pipelines.mp4	11.61 MB
[TutsNode.net] - System Design for Big Data Pipelines/12 - Serviceability/70 - Data to Monitor.mp4	14.78 MB
[TutsNode.net] - System Design for Big Data Pipelines/12 - Serviceability/71 - Pipeline Troubleshooting.mp4	19.56 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/72 - Problem Definition for CJA.mp4	28.97 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/73 - Study CJA Functional Requirements.mp4	14.98 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/74 - Analyze CJA Input Data.mp4	22.10 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/75 - Study CJA NonFunctional Requirements.mp4	9.12 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/76 - Study CJA Pipeline Flowchart.mp4	42.96 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/77 - Create CJA Skeleton Design.mp4	47.04 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/78 - Analyze CJA Scaling.mp4	33.23 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/79 - Select Technologies for CJA.mp4	20.85 MB
[TutsNode.net] - System Design for Big Data Pipelines/13 - Use Case I Customer Journey Analytics CJA/80 - Design Infrastructure and Operations for CJA.mp4	16.83 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/81 - Problem Definition for SLA.mp4	11.55 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/82 - Study SLA Functional Requirements.mp4	17.57 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/83 - Analyze SLA Input Data.mp4	10.29 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/84 - Study SLA NonFunctional Requirements.mp4	9.24 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/85 - Draw SLA Pipeline Flowchart.mp4	32.61 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/86 - Create SLA Skeleton Design.mp4	26.61 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/87 - Analyze SLA Scaling.mp4	30.38 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/88 - Select SLA Technologies.mp4	20.05 MB
[TutsNode.net] - System Design for Big Data Pipelines/14 - Use Case II Suspicious Login Alerting SLA/89 - Define SLA Infrastructure and Operations.mp4	13.87 MB
[TutsNode.net] - System Design for Big Data Pipelines/15 - Conclusion/90 - Thank You.mp4	2.16 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/10 - Data Pipeline Infrastructure.mp4	12.33 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/11 - Data Pipeline Operations.mp4	16.38 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/4 - The Big Data Pipeline Network.mp4	16.41 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/5 - Data Acquisition Blocks.mp4	15.97 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/6 - Data Transport Blocks.mp4	14.25 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/7 - Data Processing Blocks.mp4	12.15 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/8 - Data Storage Blocks.mp4	10.40 MB
[TutsNode.net] - System Design for Big Data Pipelines/2 - Building Blocks for Big Data Pipelines/9 - Data Serving Blocks.mp4	10.75 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/12 - System Design Process Overview.mp4	14.00 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/13 - Analyze Functional Requirements.mp4	24.59 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/14 - Analyze Pipeline Input.mp4	25.70 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/15 - Analyze Nonfunctional Requirements.mp4	18.27 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/16 - Draw a Pipeline Flowchart.mp4	14.19 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/17 - Create a Skeleton Design.mp4	20.24 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/18 - Analyze Scaling.mp4	24.43 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/19 - Select Technologies.mp4	27.88 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/20 - Design Infrastructure and Operations.mp4	13.76 MB
[TutsNode.net] - System Design for Big Data Pipelines/3 - System Design Process/21 - Develop a Test Strategy.mp4	16.29 MB
[TutsNode.net] - System Design for Big Data Pipelines/4 - Scalable Pipelines Design Principles/22 - Batch vs Realtime Pipelines.mp4	40.05 MB
[TutsNode.net] - System Design for Big Data Pipelines/4 - Scalable Pipelines Design Principles/23 - Distributed Architectures.mp4	24.51 MB
[TutsNode.net] - System Design for Big Data Pipelines/4 - Scalable Pipelines Design Principles/24 - Microservices based Architectures.mp4	34.18 MB
[TutsNode.net] - System Design for Big Data Pipelines/4 - Scalable Pipelines Design Principles/25 - Batch Pipelines Best Practices.mp4	28.71 MB
[TutsNode.net] - System Design for Big Data Pipelines/4 - Scalable Pipelines Design Principles/26 - Realtime Pipelines Best Practices.mp4	28.04 MB
[TutsNode.net] - System Design for Big Data Pipelines/4 - Scalable Pipelines Design Principles/27 - Performance Benchmarking for Big Data Pipelines.mp4	29.87 MB
[TutsNode.net] - System Design for Big Data Pipelines/5 - Data Acquisition Design/28 - File Transfer Pattern.mp4	22.37 MB
[TutsNode.net] - System Design for Big Data Pipelines/5 - Data Acquisition Design/29 - Extraction Client Pattern.mp4	19.92 MB
[TutsNode.net] - System Design for Big Data Pipelines/5 - Data Acquisition Design/30 - Ingestion API Pattern.mp4	20.89 MB
[TutsNode.net] - System Design for Big Data Pipelines/5 - Data Acquisition Design/31 - Pub Sub Acquisition Pattern.mp4	18.89 MB
[TutsNode.net] - System Design for Big Data Pipelines/5 - Data Acquisition Design/32 - Data Acquisition Design Practices.mp4	21.20 MB
[TutsNode.net] - System Design for Big Data Pipelines/6 - Data Transport Design/33 - Extract Load Pattern.mp4	21.45 MB
[TutsNode.net] - System Design for Big Data Pipelines/6 - Data Transport Design/34 - Request Response Pattern.mp4	23.50 MB
[TutsNode.net] - System Design for Big Data Pipelines/6 - Data Transport Design/35 - Event Streaming Pattern.mp4	28.05 MB
[TutsNode.net] - System Design for Big Data Pipelines/6 - Data Transport Design/36 - Data Transport Design Practices.mp4	18.32 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/37 - Data Processing Patterns.mp4	24.69 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/38 - Distributed Processing with Big Data.mp4	19.64 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/39 - Batch Processing Design Practices Part 1.mp4	36.98 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/40 - Batch Processing Design Practices Part 2.mp4	27.49 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/41 - Stream Processing Design Practices.mp4	29.69 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/42 - Batch vs Realtime Processing.mp4	15.22 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/43 - Input and Output Considerations for Processing.mp4	26.61 MB
[TutsNode.net] - System Design for Big Data Pipelines/7 - Data Processing Transformation Design/44 - Processing Engine Technologies.mp4	24.83 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/45 - Distributed File System Pattern.mp4	29.04 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/46 - Relational Database Pattern.mp4	21.63 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/47 - Document Database Pattern.mp4	19.12 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/48 - Columnar Database Pattern.mp4	15.23 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/49 - Graph Database Pattern.mp4	14.21 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/50 - Distributed Cache Pattern.mp4	19.05 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/51 - Data Storage Design Practices 1.mp4	21.13 MB
[TutsNode.net] - System Design for Big Data Pipelines/8 - Storage Design/52 - Data Storage Design Practices 2.mp4	17.52 MB
[TutsNode.net] - System Design for Big Data Pipelines/9 - Serving Design/53 - Query Interface Pattern.mp4	26.32 MB
[TutsNode.net] - System Design for Big Data Pipelines/9 - Serving Design/54 - Serving API Pattern.mp4	20.18 MB
[TutsNode.net] - System Design for Big Data Pipelines/9 - Serving Design/55 - Push Client Pattern.mp4	18.46 MB
[TutsNode.net] - System Design for Big Data Pipelines/9 - Serving Design/56 - Publish Subscribe Pattern.mp4	13.41 MB
[TutsNode.net] - System Design for Big Data Pipelines/9 - Serving Design/57 - Data Serving Design Practices.mp4	19.37 MB

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