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Avintonアカデミー

Giving Engineers Both Junior and Senior a Chance to Delve in the Various Domains of IT

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Avinton SDGs

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5G AI AI AIエンジニア Big Data careers Commodity Hardware Construction Industry Consulting Corporate Innovation Data-Driven Company Data Science Digital Transformation Edge AI Edge Computing Imagine Analysis Infrastructure Interface IoT IT engineering Kubernetes Linux LPIC-2 Machine Learning Machine Vision Manufacturing Industry PostgreSQL Precision Farming Predictive Maintenance Programmer Safety Management Smart Agriculture Smart Drones Smart Factory Smart Manufacturing Society 5.0 Sound Analysis Storage Study Guide Yield Forecasting インフラ エッジコンピューティング キャリア コンテナ技術 技術ブログ
Avinton Academy - Technologies

Linux command line operations as follows:​

– File system navigation
– File management
– System monitoring
– Basic troubleshooting
– Software installation
– Database server setup, configuration and usage
– In-memory database server installation and usage
– Web server setup and configuration
– Web application development

Languages:

Python, SQL, Ruby, shell script, Redis, NodeJS, HTML 5, Javascript, CSS3,

Frameworks:

OpenCV, Ruby on Rails, Bootstrap, NPM, WebPack, SASS, Jquery

Systems:

Redis, PostgreSQL, Rails, Apache, Nginx, Ubuntu/CentOS

Classroom Topics:

1. The Server Hardware Architecture
2. Parallel computing concepts, RAID, multi-threaded programming, multi-core CPU and GPU
3. The Hardware <> Software relationship for MPP (Massive ParallelProcessing)
4. Database design considerations
5. Software Engineering concepts (coding rules, methodologies, etc.)

Finally, each student is assigned a specific task based on their individual performance and interest to further their IT career.

Avinton Academy

Basic Configuration

Setting Up Ubuntu

Extending VirtualBox Virtual Drive

Database

PostgreSQL Setup

REDIS

Loading Data into PostgreSQL & Redis

PostgreSQL Data Analyses

PostgreSQL – Python – Apache – Bootstrap

Python

Python with Redis & PostgreSQL

Install Python2.7 & OpenCV

OpenCV Simple Exercise

Image Classification Task

Front-End

Front End Technologies: Environment

Front End Technologies: Demo API

Google Chrome DevTools Basics for Web App Development

Machine Learning

Machine Learning Engineer – Skills Required

Infrastructure

Infrastructure (Server components, RAID)

Blog

A Basic Guide to LPIC-2 Based on Our Engineer’s Experience

Questions

Interesed in working with these cutting-edge technologies on a daily basis?

Our vision is to utilize the latest technologies in AI and Big Data while guiding the growth of excellent engineers. Would you like to improve your skills and achieve your career goals with Avinton’s extensive technical training?

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  • Services
    • Avinton Data Platform
    • Edge AI Camera
    • Private Cloud
    • AI Service Development
  • Blog
  • Avinton Academy
  • Careers
    • Jobs
  • About
    • Company Profile
    • Message from the CEO
    • Sustainability
  • Contact
  • English
    • 日本語 (Japanese)
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