Key Points
References
| Reference_description_with_linked_URLs__________________________ | Notes_______________________________________________________________ |
|---|---|
| https://www.datacamp.com/community/blog/how-a-baby-boomer- became-a-data-scientist-at-60?fbclid=IwAR1HpN5_dHcE_b1U1oLQQf8hMMym0Gg0uHJt TJJrZLOOXdY_xIyarVALctw | How I became a data scientist using DataCamp |
| Data Visualization | |
| Data Analytics | |
| Databases | |
| Data pipelines | |
Key Concepts
Data Architecture
Database Mgt
Data models - relational
Data models - document
Data services
Data pipelines
Data analytics
Embedded Data Analytics
Data visualization
Automation wth Data streams and events
Key Topics To Review
Spring MVC for Web apps
https://skywebteam.atlassian.net/wiki/spaces/KHUB/pages/43188275/More+Design
data power
t.keras
t.tensorflow
t.kubeflow
t.beam
t.spark
t.hadoop hive, pig, yarn
apache.data.pipelines
t.git
rabbit mq
dmxs ingestion, authn, notifications
angular v react
aws svcs
azure svcs
ibm svcs
mit cre
https://drive.google.com/open?id=1iZAZI_TT8h2Hn20hfoRtdAo7O92769Kk
Key Topics To Test
t.liberty was, mq
t.grails web app
t.grails rest services
t.mean crud tutorial
t.nodejs websockets
t.java - lambda, modules, sockets, streams
t.gds from excel
t.soap ws ex
t.rest ws ex
t.rest-swagger
https://dzone.com/articles/rest-api-your-guide-to-getting-started-quickly
https://beginnersbook.com/java-tutorial-for-beginners-with-examples/
https://www.guru99.com/java-tutorial.html
Key Topics to Learn
groovy data analytics
cloudera studio
javascript
mean
grails mean
grails web
hlf v1.42 vinblock
hlf cello
hlf explorer
security tools
id mgt
couchdb fmr and spark
activemq tutorial
loopback tutorial
datapower tutorial
rest tutorial
python for java
python pandas data mgt sql
scala for java
circleci
spock, geb
cucumber
webdriver
aws iaas
aws paas
azure basics
javascript + nodejs
https://ultimatecourses.com/course/javascript-basics
mern.tutorials>
java
java 9 - functions, streams
https://www.linkedin.com/learning/functional-programming-with-streams-in-java-9
https://github.com/mahoney1/animaltracking
vscode ibm ext tutorial
SQL
decision making in SQL
https://www.datacamp.com/courses/data-driven-decision-making-with-sql?fbclid=IwAR3VigcfAPan2YO93aHESCUhsBuO-5X82WvZQ6ImKy57TPVHzgvEgZ_cPYI
Groovy data science
grails.tutorials?
- gorm, rest, web
spring.rest tutorial
spring.soap tutorial
grails or groovy dsl examples
ML basics
https://blog.quantinsti.com/machine-learning-basics/
ML stacks overview
file:///C:/Users/Jim%20Mason/Google%20Drive/_docs/howto/data/mlearn/machine-learning-ebook-sp-2018-mldd1.pdf
basic ML course
http://ciml.info/
Keras
keras cheatsheet
https://www.datacamp.com/community/blog/keras-cheat-sheet?fbclid=IwAR2QtF003lszLTaxtFAmnak6sfO7rDhRYnm9wucopu0H7iLIebC5OWOPj6U
R
kafka - confluent docs ..
https://docs.confluent.io/current/release-notes/index.html
blockchain
ibm vs code ext - cpaper
ibm vs code ext - animal tracking
composer
v1.4x
spring restful services
https://www.linkedin.com/learning/creating-your-first-restful-spring-boot-microservice-with-jpa
24 hours 7/31
Course description
Turbocharge your back-end Java RESTful API development with Spring Boot and Spring Data technologies. This course is intended for experienced Java developers who want to rapidly build microservices that connect with relational databases via the Java Persistence API (JPA). Here, Mary Ellen Bowman walks you through a step-by-step process for building a microservice with an exposed RESTful API featuring HATEOAS, paging, sorting, and CrudRepository interfaces. Learn about technologies such as Spring Boot, Spring Data JPA, Spring Data REST, and Spring Web MVC @RestController, and see how they all come together into smart and elegant solutions. As a wrap-up, Mary Ellen guides developers in choosing between the Spring Data REST and REST controllers when exposing more complex services.
Potential Value Opportunities
Potential Challenges
Candidate Solutions
Step-by-step guide for Example
sample code block