Engineering Culture

https://labs.spotify.com/2014/03/27/spotify-engineering-culture-part-1/

https://labs.spotify.com/2014/09/20/spotify-engineering-culture-part-2/

Branching Strategy

Challenges:

http://www.slideshare.net/cb372/branching-strategies


https://docs.gitlab.com/ee/workflow/gitlab_flow.html

https://www.visualstudio.com/en-us/articles/branching-strategies-with-tfvc

Serverless

AWS Lamda

https://serverless.com/framework/docs/providers/aws/guide/deploying/

MSSQL Load Testing

https://www.mssqltips.com/sqlservertip/2730/sql-query-stress-tool/

Debugging High Memory and CPU In IIS

Windows Performance Toolkit” 8.1 update from the ADK or SDK

https://blogs.technet.microsoft.com/yongrhee/2014/05/28/wpt-updated-version-of-windows-performance-toolkit-8-1-update-from-the-adk-or-sdk/

WDK, WinDbg, and associated tools

https://developer.microsoft.com/en-us/windows/hardware/windows-driver-kit



Great Tool

https://technet.microsoft.com/en-us/sysinternals/dd996900.aspx
https://support.microsoft.com/en-us/help/2580960/debug-diagnostics-tool-v1.2-is-now-available



DOTNET TRACE
https://www.jetbrains.com/profiler/



Windows performance analyzer

https://go.microsoft.com/fwlink/p/?LinkId=536682

https://blogs.technet.microsoft.com/yongrhee/2012/11/23/wpt-wprxperf-capture-high-cpu-disk-io-file-registry-networking-private-bytes-virtual-bytes-paged-poolnonpaged-pool-andor-application-slowness/

Capture high cpu, disk i/o, file, registry, networking, Private bytes, Virtual bytes, Paged Pool/Nonpaged pool and/or application slowness.

https://blogs.technet.microsoft.com/yongrhee/2012/11/23/wpt-wprxperf-capture-high-cpu-disk-io-file-registry-networking-private-bytes-virtual-bytes-paged-poolnonpaged-pool-andor-application-slowness/

Data Analytics Platform

Mode Analytics Overview

https://vimeo.com/167591387


https://chartio.com/


https://www.quora.com/Who-has-used-Periscope-How-would-you-rate-this-tool-compared-to-Chartio


http://docs.aws.amazon.com/quicksight/latest/user/welcome.html



https://amplitude.com/
https://app.getvero.com/segments
http://docs.mparticle.com/#product-events


Testing with Sample Data

ModeAnalytics is very promising, does not show views or SP.

Data Warehousing course

https://app.pluralsight.com/library/courses/intro-dwbi-course/table-of-contents

SSAS , SSIS , SSRS , SSDT

https://www.visualstudio.com/vs/ssdt/


https://app.pluralsight.com/library/courses/sql-server-bi/table-of-contents

https://app.pluralsight.com/library/courses/ssis-design-patterns-data-warehousing/table-of-contents

Installing Reporting Services with default configurations

https://www.safaribooksonline.com/library/view/sql-server-2016/9781786461810/ch01s03.html

SQL Server Analysis Services (SSAS) Tutorial

https://www.mssqltips.com/sqlservertutorial/2000/sql-server-analysis-services-ssas-tutorial/

https://www.youtube.com/watch?annotation_id=annotation_764055&feature=iv&src_vid=8VJYEIZ-nsc&v=f4zg9uqP5Po

MDX Query Basics (Analysis Services 2012)

https://www.youtube.com/watch?v=tlAcR0mqWYQ

How to Install and Configure SSIS 2012

https://www.youtube.com/watch?v=8bb36u3kPnY&t=171s

https://en.wikipedia.org/wiki/SQL_Server_Integration_Services

http://msftdbprodsamples.codeplex.com/

PowerBI

https://app.pluralsight.com/library/courses/getting-started-power-bi/table-of-contents

https://www.lynda.com/SQL-Server-tutorials/Physical-design-data-warehouse/156150/167721-4.html

https://www.mssqltips.com/sqlservertip/3250/connect-to-sql-servers-in-another-domain-using-windows-authentication/

Building the data warehouse

https://www.lynda.com/SQL-Server-tutorials/Considerations-building-data-warehouse/156150/167723-4.html

Cloud Business Intelligence

https://app.pluralsight.com/library/courses/cloud-business-intelligence/table-of-contents

Course : ReactJS

https://www.safaribooksonline.com/library/view/reactjs-fundamentals-and/9780134688671/

Course : Deploying Docker Containers to Amazon Web Services

https://www.safaribooksonline.com/library/view/deploying-docker-containers/9781771374644/

E2E Testing

http://www.slideshare.net/harvardwww/ui-testing-with-ghost-inspector


CSS selector for ghost inspector

https://github.com/jquery/sizzle/wiki

Mobile Apps Testing

Android

http://bitbar.com/top-5-android-testing-frameworks-with-examples/
https://developer.android.com/training/testing/index.html
https://google.github.io/android-testing-support-library/
https://google.github.io/android-testing-support-library/docs/espresso/setup/index.html

Expresso on Device Farm

https://github.com/awslabs/aws-device-farm-sample-app-for-android

iOS

http://bitbar.com/top-5-ios-testing-frameworks-with-examples/

Completed Webinar -> Introducing AWS Mobile Hub

https://www.youtube.com/watch?v=m82CdBu5HN8

Completed Webinar -> Log Analytics with Amazon Elasticsearch Service - September Webinar Series

https://www.youtube.com/watch?v=JlBNHLXb3rg

Completed Webinar ->User Sign in and Management to your Apps with Amazon Cognito

https://www.youtube.com/watch?v=xLvZThZkWjI

Completed Webinar -> Amazon Athena - Instantly Analyze Your Data in S3 Using SQL

https://www.youtube.com/watch?v=ihVI-MZ6xR0

Big Data - Part 5 - AWS Athena

Athena

https://www.youtube.com/watch?v=ihVI-MZ6xR0
https://aws.amazon.com/blogs/big-data/analyzing-data-in-s3-using-amazon-athena/
https://shinesolutions.com/2016/12/09/will-athena-slay-bigquery/


Presto

https://en.wikipedia.org/wiki/Presto_(SQL_query_engine)
https://aws.amazon.com/emr/details/presto/
https://prestodb.io/docs/current/index.html

Athena Tutorial

https://medium.com/@robwitoff/athena-alb-log-analysis-b874d0958909#.jb7rj9smk


PARQUET

https://www.mapr.com/blog/how-convert-csv-file-apache-parquet-using-apache-drill

AWS Athena - ELB Log Analaysis

Thoughts

Able to get working Athena on our production logs.

No more ELK Stack, Hadoop , Map reduce, Big Query.


Create database apilogs2

CREATE EXTERNAL TABLE IF NOT EXISTS apilogs2.elb_logs_raw_native (
  request_timestamp string,
  elb_name string,
  request_ip string,
  request_port int,
  backend_ip string,
  backend_port int,
  request_processing_time double,
  backend_processing_time double,
  client_response_time double,
  elb_response_code string,
  backend_response_code string,
  received_bytes bigint,
  sent_bytes bigint,
  request_verb string,
  url string,
  protocol string,
  user_agent string,
  ssl_cipher string,
  ssl_protocol string )
ROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.RegexSerDe'

WITH SERDEPROPERTIES (
         'serialization.format' = '1','input.regex' = '([^ ]*) ([^ ]*) ([^ ]*):([0-9]*) ([^ ]*):([0-9]*) ([.0-9]*) ([.0-9]*) ([.0-9]*) (-|[0-9]*) (-|[0-9]*) ([-0-9]*) ([-0-9]*) \\\"([^ ]*) ([^ ]*) (- |[^ ]*)\\\" (\"[^\"]*\") ([A-Z0-9-]+) ([A-Za-z0-9.-]*)$' )

LOCATION 's3://....';


SELECT * FROM apilogs2.elb_logs_raw_native WHERE elb_response_code = '200' LIMIT 100;


SELECT * FROM apilogs2.elb_logs_raw_native WHERE elb_response_code = '200' and url like '%serialNumber%' LIMIT 100;


SELECT * FROM apilogs2.elb_logs_raw_native WHERE elb_response_code = '200'
and url like '%serialNumber%'
and user_agent like '%ok%' LIMIT 100; --18

Big Data - Part 4

http://www.slideshare.net/AmazonWebServices/bdt310-big-data-architectural-patterns-and-best-practices-on-aws

Server less Architecture 

https://docs.aws.amazon.com/athena/latest/ug/json.html

https://medium.com/@pahud/kinesis-firehose-put-record-with-cli-e835a6e6ffe2#.j5t0okqux

http://aws.mannem.me/?p=1152

SnowPlow

http://snowplowanalytics.com/blog/2014/05/13/introducing-schemaver-for-semantic-versioning-of-schemas/

https://github.com/snowplow/snowplow

https://github.com/snowplow/snowplow/wiki/Setting-up-the-Cloudfront-collector

https://github.com/snowplow/snowplow/wiki/snowplow-tracker-protocol

http://www.slideshare.net/robkingston/a-taste-of-snowplow-analytics-data

Aws Lamda & Gateway

https://abhishek-tiwari.com/post/aws-lambda-and-endless-serverless-possibilities

https://gist.github.com/markusklems/1e7218d76d7583f1f7b3
https://claudiajs.com/tutorials/index.html


https://www.youtube.com/channel/UClLLJjpSWRRa1BosQrNVDjA

Completed Serverless Architecture course

https://www.udemy.com/serverless-architecture-on-aws/learn/v4/overview

AWS Lamda Deep Dive - Wrapping up the Course

https://linuxacademy.com/cp/coursescheduler/view/id/36121

fonts

http://www.fontlab.com/fontlab-pad/

https://creativemarket.com/blog/whats-the-difference-between-leading-kerning-and-tracking

http://old.fontlab.com/content/blogcategory/40/364/

https://www.youtube.com/watch?v=csCjP63IuSs&feature=share

http://www.1001fonts.com/web-fonts.html

https://superdevresources.com/create-font-from-handwriting/

https://bond.co/

https://github.com/dok/awesome-text-editing

https://helpx.adobe.com/animate/using/text-layout-framework-tlf-text.html

Text Layout Framework Technology Center

https://helpx.adobe.com/animate/using/text-layout-framework-tlf-text.html

http://www.adobe.com/devnet-apps/tlf/demo/

http://www.adobe.com/devnet/tlf.html

https://www.cocoanetics.com/2012/02/dtrichtexteditor-dtcoretext-news/

https://www.objc.io/issues/5-ios7/getting-to-know-textkit/

https://www.raywenderlich.com/4147/core-text-tutorial-for-ios-making-a-magazine-app

https://www.youtube.com/watch?v=RAsd8DzgtO0

https://www.youtube.com/watch?v=JeJZPAOFsJc

https://www.youtube.com/watch?v=YrLRku_zzIY

https://www.youtube.com/watch?v=YrLRku_zzIY

Publish Subscribe

https://www.pubnub.com/blog/2014-08-21-amazon-sns-pubnub-differences-pubsub/

Conversely, PubNub supports an unlimited number of PubNub channels. This allows every end-user device to have its own channel for one-to-one connectivity.

https://www.quora.com/What-are-the-competitive-advantages-of-Pusher-vs-PubNub

https://pusher.com

https://www.pubnub.com/

http://www.slant.co/versus/16339/2487/~greenhouse-ci_vs_phpci

SQL Server

SQL Server Data File, Log File

http://blog.sqlauthority.com/2013/08/14/sql-server-sql-basics-database-datafiles-and-logfiles-day-8-of-10/

Search

http://www.nextopia.com/

https://swiftype.com/pricing

SQL Server Licensing

http://ark.intel.com/products/84683/Intel-Xeon-Processor-E7-8880-v3-45M-Cache-2_30-GHz

https://sqlserverperformance.wordpress.com/2010/10/09/what-are-physical-sockets-physical-cores-and-logical-cores-and-why-does-it-matter/

windows Memory Usage

https://prashantd.wordpress.com/2013/11/14/solved-high-memory-usage-by-metafile-on-windows-2008-r2/

https://channel9.msdn.com/Events/TechEd/NorthAmerica/2011/WCL405

http://superuser.com/questions/437918/how-do-i-find-whats-eating-up-all-of-my-systems-memory-not-superfetch

Redis

https://github.com/MSOpenTech/Redis

https://github.com/StackExchange/StackExchange.Redis

http://objectrocket.com/blog/how-to/10-quick-tips-about-redis/

https://gist.github.com/JonCole/925630df72be1351b21440625ff2671f

http://www.slideshare.net/noahd1/redis-in-practice



Redis on Windows

https://github.com/MicrosoftArchive/redis/releases

SQL Server Maintenance & Trouble Shooting

https://ola.hallengren.com/

http://sqlblog.com/blogs/adam_machanic/archive/2016/01/04/sqlquerystress-the-source-code.aspx

https://www.brentozar.com/archive/2010/09/sql-server-dba-scripts-how-to-find-slow-sql-server-queries/

EXEC sp_WhoIsActive


http://www.solarwinds.com/
http://www.solarwinds.com/aws-dpa

installed solarwinds for mysql




https://www.mssqltips.com/sqlservertip/2730/sql-query-stress-tool/

Elastic Search

http://siddhumehta.blogspot.com/2014/05/elasticsearch-tutorial-elasticsearch-gui-tools.html

https://www.elastic.co/

https://aws.amazon.com/elasticsearch-service/


https://github.com/fullscale/elastic.js/

https://github.com/danpaz/bodybuilder

https://www.elastic.co/blog/found-sense-a-cool-json-aware-interface-to-elasticsearch

https://github.com/KunihikoKido/atom-elasticsearch-client


https://www.elastic.co/guide/en/elasticsearch/plugins/2.4/cloud-aws-best-practices.html

http://appbaseio.github.io/dejaVu/

http://appbaseio.github.io/mirage/

https://github.com/ozlerhakan/mongolastic


https://www.elastic.co/guide/en/elasticsearch/plugins/2.4/integrations.html

http://stackoverflow.com/questions/37413901/which-javascript-node-module-is-best-for-elastic-search-query-dsl

https://www.elastic.co/guide/en/elasticsearch/client/javascript-api/current/api-reference.html

searchedit

client.search([params, [callback]])

Return documents matching a query, aggregations/facets, highlighted snippets, suggestions, and more. Write your queries as either simple query strings in the q parameter, or by specifying a full request definition using the Elasticsearch Query DSL in the body parameter.

elastic.js, esq, or bodybuilder can be used to make building query bodies easier.

The default method is POST and the usual params and return values apply. See the elasticsearch docs for more about this method.

No More redis cli

https://www.redsmin.com/
https://redsmin.uservoice.com/knowledgebase/articles/734646-amazon-redis-elasticache-and-redsmin

Big Data - Part3

https://www.quora.com/What-can-you-do-with-Amazon-Kinesis

https://www.dominodatalab.com/

https://aws.amazon.com/blogs/aws/all-your-data-fluentd/

http://www.fluentd.org/guides/recipes/elasticsearch-and-s3

https://www.quora.com/Which-is-better-Cloud-Data-Science-Platform-or-dominodatalab-com-Are-there-any-other-platforms-that-I-should-consider

http://logz.io/blog/fluentd-logstash/

Fluentd

http://www.slideshare.net/treasure-data/the-basics-of-fluentd

http://docs.fluentd.org/articles/kinesis-stream
http://www.slideshare.net/sonots/fluentd-hacking-guide-at-rubykaigi-20140920?next_slideshow=1
http://www.slideshare.net/treasure-data/fluentd-loves-mongodb-at-mongosv-july172012/39-Fluentd_Plugin_forTuesday_July_17
http://www.slideshare.net/tamuraaa/life-of-an-fluentd-event?qid=31ec332f-bc6b-4940-bdf2-fa9b5b04ae22&v=&b=&from_search=11

https://www.quora.com/Which-is-better-Cloud-Data-Science-Platform-or-dominodatalab-com-Are-there-any-other-platforms-that-I-should-consider

https://www.dominodatalab.com/resource/data-science-experiments#

http://searchengineland.com/google-data-studio-258871

http://www.iacquire.com/blog/15-google-analytics-alternatives



Event Tracking:


https://mixpanel.com/help/reference/tracking-an-event
https://firebase.google.com/docs/analytics/ios/events
https://www.quora.com/Were-considering-using-Mixpanel-as-an-analytics-platform-for-our-new-app-Someone-has-recommended-we-use-Firebase-instead-Are-they-comparable

https://blog.treasuredata.com/blog/2016/03/09/evaluating-analytics-saas-raw-data-access-capabilities/


BigQuery

https://www.youtube.com/watch?v=D-YrpJkuGqE

https://www.thinkful.com/learn/google-bigquery-tutorial/#Exploring-GitHub-Data



https://www.safaribooksonline.com/library/view/the-deep-learning/9781491965115/video246708.html


9 Data Platform

http://www.confluent.io/
http://www.h2o.ai/
http://www.atscale.com/
https://algorithmia.com/
https://www.bedrockdata.com/product/overview
https://rjmetrics.com/product



http://my-netdata.io/


---


https://obviate.io/2015/08/05/tutorial-aws-api-gateway-to-lambda-to-dynamodb/
http://www.davekonopka.com/2016/serverless-aws-lambda-api-gateway.html


https://www.datawire.io/3-reasons-aws-lambda-not-ready-prime-time/



Tutorials:

https://www.quora.com/Can-we-become-data-scientist-by-going-through-online-tutorials

User Feedback tool

http://stackoverflow.com/questions/4912092/using-html5-canvas-javascript-to-take-screenshots/6678156#6678156


user snap

http://www.smartinsights.com/goal-setting-evaluation/customer-feedback/website-feedback-tools-review/

SQL Server Performance

https://app.pluralsight.com/library/courses/sql-server-performance-every-developer-should-know/table-of-contents

Image Resize CDN

https://news.ycombinator.com/item?id=10145502

https://docs.imgix.com/

Rest Api Testing

https://www.quora.com/What-is-the-best-platform-tools-for-testing-a-REST-API

https://www.slant.co/topics/2615/~javascript-client-side-error-logging-services


https://www.slant.co/topics/978/~books-to-read-on-user-experience-and-design

Elastic Search

https://www.youtube.com/watch?v=52G5ZzE0XpY#t=1471

https://www.timroes.de/2015/02/07/kibana-4-tutorial-part-1-introduction/

NewRelic

1. Integrated Newrelic on tech stack 
2. 
   

Load Testing

Using this

https://chrome.google.com/webstore/detail/restful-stress/lljgneahfmgjmpglpbhmkangancgdgeb?hl=en]

https://loadimpact.com/

https://www.blitz.io/login

https://loader.io/

http://alternativeto.net/software/blitz-io/


https://www.slant.co/topics/138/~load-testing-services

http://stackshare.io/load-and-performance-testing

Lauch App from Browser

https://msdn.microsoft.com/subscriptions/json/GetDownloadRequest?brand=MSDN&locale=en-us&fileId=69105&activexDisabled=true&akamaiDL=false


http://stackoverflow.com/questions/916925/how-to-launch-an-exe-from-web-page-asp-net