HERY PURNAMA 081-223344-506 - TRAINING MICROSOFT R OPEN PROGRAMMING FOR BIG DATA ANALYSIS AND DATA SCIENCE , JAKARTA , BANDUNG, SURABAYA
Microsoft R Open is the enhanced distribution of R from Microsoft Corporation. It is a complete open source platform for statistical analysis and data science. The current version, Microsoft R Open 3.5. 3, is based on (and 100% compatible with) R-3.5.
DURATIONS : 4 DAYS (09.00 - 16.00)
What you'll learn
You will learn how to navigate in the RStudio interface
You will learn how to make basic graphs
You will learn about the basic structure of R including packages
You will learn how to perform basic commands in the R programming language
You will also learn how to handle add on packages, how to use the R help tools and generally how to find your way in the R world.
SYLLABUS OUTLINE
Introduction
Welcome to Microsoft R Open Basics
Microsoft R Vs R Open
Download Microsoft R Open and RStudio
RStudio Orientation
Course Script
The Structure of the R Ecosystem
R Help Features
Using R Functions
Practice R - the R Exercise Database
Three Common Mistakes of R Beginners
–
Getting started with coding
Your First Lines of R Code
Using Some Basic Functions
Exercise and Solution - Basic Coding
Functions and Loops
R Datasets and Data.Frames
Importing CSV Files
Advanced Data Import - Bonus Material from the Data Pre-Processing Course
How to Best Structure Your R Learning Experience
R Base Graphs
R Base Graphs
Exercise and Solution - R Base Graphs
–
Loading your csv files in R; Working directories
Course R Level Intro to the apply family of functions
Course Statistics in R Tests for normality, Exercise and solution
Course Graphs in R Lattice package plots
Course Twitter Text Mining Exercise and solution sentiment analysis
Course Machine Learning KNN Classification
Course Machine Learning Linear Discriminant Analysis
Course Career Guide Statistical Software Packages - Alternatives to R
Microsoft R Open is the enhanced distribution of R from Microsoft Corporation. It is a complete open source platform for statistical analysis and data science. The current version, Microsoft R Open 3.5. 3, is based on (and 100% compatible with) R-3.5.
DURATIONS : 4 DAYS (09.00 - 16.00)
What you'll learn
You will learn how to navigate in the RStudio interface
You will learn how to make basic graphs
You will learn about the basic structure of R including packages
You will learn how to perform basic commands in the R programming language
You will also learn how to handle add on packages, how to use the R help tools and generally how to find your way in the R world.
SYLLABUS OUTLINE
Introduction
Welcome to Microsoft R Open Basics
Microsoft R Vs R Open
Download Microsoft R Open and RStudio
RStudio Orientation
Course Script
The Structure of the R Ecosystem
R Help Features
Using R Functions
Practice R - the R Exercise Database
Three Common Mistakes of R Beginners
–
Getting started with coding
Your First Lines of R Code
Using Some Basic Functions
Exercise and Solution - Basic Coding
Functions and Loops
R Datasets and Data.Frames
Importing CSV Files
Advanced Data Import - Bonus Material from the Data Pre-Processing Course
How to Best Structure Your R Learning Experience
R Base Graphs
R Base Graphs
Exercise and Solution - R Base Graphs
–
Loading your csv files in R; Working directories
Course R Level Intro to the apply family of functions
Course Statistics in R Tests for normality, Exercise and solution
Course Graphs in R Lattice package plots
Course Twitter Text Mining Exercise and solution sentiment analysis
Course Machine Learning KNN Classification
Course Machine Learning Linear Discriminant Analysis
Course Career Guide Statistical Software Packages - Alternatives to R
Other Topics
Best Practice (IT/ Management Public Framework)
• ITIL v.3/2011 Foundation (IT Infrastructure Library)
• COBIT 5.0 (Control Objectives for Information and Related Technology)
• TOGAF (The Open Group Architecture Framework)
• PMBOK (PMP/ CAPM) (Project Management Body of Knowledge)
• CRISC (Certified in Risk and Information System Control)
• PMO (Project Management Office)
• ISTQB (International Software Testing Qualification Board)
• SQA (Software Quality Assuarance)
• PRINCE2 (Projects IN Controlled Environments)
• CISA (Certified Information Systems Auditor)
• RDBMS Concept
• ITAM – IT Asset Management
• DATA MANAGEMENT BODY OF KNOWLEDGE (DMBOK)
• SAD UML (System Analysis Design with UML 2.0
• BUSINESS ANALYSIS WITH BABOK V.2
• SEO & Digital Marketing
• e-Filling with EDMS (Electronic Document Management System)
• ISO/IEC 27001:2013 (Information Security),
• ISO/IEC 20000 (IT Service Management)
• ISO/IEC 38500:2008 (Corporate Governance of Information Technology)
• ISO/IEC 90003:2014 (Software Engineering)
• INDEKS KAMI (KEAMANAN INFORMASI) – KOMINFO INDONESIA
• Six SIGMA Foundation (Green Belt)
• IIoT (Industrial 4.0 Internet of Things)
• Managerial Skills and Leadership
• KMS - Knowledge Management System
• eLMS – Electronic Learning Management System
• DEVOPS (DEVELOPMENT & OPERATIONS )
• CCISO (Certified Chief Information Security Officer)
• CISM (Certified Information Security Manager)
• CISSP (Certified Information Systems Security Professional)
Project Tools
• Microsoft Project / Project Web Server
• Primavera P6
• Project Libre
GIS
• QGIS (Quantum GIS)
• ArcGIS
• ArcGIS Operations Dashboard
Big Data, Machine Learning, Content Mining Analysis
• Apache Hadoop (HDFS, hive, Hbase, Sqoop)
• Apache Spark (PySpark, RDD, SparkSQL, Spark Streaming, Spark Graph, Mlib)
• IBM Watson Explorer
• Big Data Analyzing with Microsoft R
• Tableau Data Visualization | Visual Analytics | Data Communications
DevOps Tools
• Vagrant, Ansible, Chef, Puppet, Jenkins, Docker, Kebernetes, Nagios
Software Testing Tools
• Selenium (IDE, Client, Server), Selendroid, Appium, Google Espresso
Database
• Oracle DBA
• SQL Server DBA / SRSS (Reporting Services) / Business Intelligence / Power BI
• Microsoft Access 2013/2016 Fundamental & VBA Programing
• MySQL DBA
• PostGreSQL/ PostGIS DBA
• SQLite
• DynamoDB
• MariaDB DBA
Programming
• ASP.Net Fundamental
• VB. Net Fundamental/ Advanced
• PHP MySQL Fundamental/Advanced
• Web Service (JSON, XML, SOAP, RestFull)
• Java Web Programming Fundamental
• Erlang Programming Fundamental
• Python & Django Programming Fundamental/ Advanced
Industrial Software / IoT (Internet of Things)
• SCADA SYSTEM (Supervisory Control And Data Acquisition)
• Programming ESP8266 For IoT Applications Development with Thinkspeak Framework
PHP Framework
• Codeigniter Fundamental/Advanced
• Yii Fundamental
• Laravel Fundamental/ Advanced
• Zend Fundamental/ Advanced
• Cakephp Fundamental/ Advanced
UML Tools
• SPARX Enterprise Architect
• Archi 4.2 Enterprise Architect
CMS / E-Commerce
• Wordpress Fundamental/ Advanced
• Joomla Fundamental/ Advanced
• Magento E-Commerce Fundamental/ Advanced
• Prestashop Fundamental / Advanced
• Drupal Fundamental / Advanced
Javascript Framework
• Sencha ExtJS
• Angular Js
• Backbone Js
• Ember Js
• Ajax JQuery
• React Js, React Native
• Xamarin
Mobile Apps. Development
• Android Studio
• Phonegap / Cordova
• HTML 5 , CSS 3
• Jquery Mobile / IONIC
• Sencha Touch
• Swift – IOS
End User , Graphics, Web Design
• Word, Excel, PowerPoint
• Corel Draw , Photoshop, In Design, Illustrator
• Web Design with Dreamweaver & Fireworks
• Adobe Premiere Pro
Excel Advanced
• Excel Advanced for Business & Accounting
• Excel VBA Macro Programming
• Excel PowerPivot , PowerView, Power BI
CAD Software
• Autocad 2D/3D Fundamental
• Catia 3D Fundamental
• Google Sketchup 3D Fundamental
• 3D Max Studio Fundamental
• 3D Maya Fundamental
Game/ Animation Development Tools
• Unity 5 , 3D Game Development
• Blender , 3D DAZ
Developer Toolbox
• Google Developer Toolbox
• Google Map API V.3
• SMS Gateway
• Facebook API Graph
• ITIL v.3/2011 Foundation (IT Infrastructure Library)
• COBIT 5.0 (Control Objectives for Information and Related Technology)
• TOGAF (The Open Group Architecture Framework)
• PMBOK (PMP/ CAPM) (Project Management Body of Knowledge)
• CRISC (Certified in Risk and Information System Control)
• PMO (Project Management Office)
• ISTQB (International Software Testing Qualification Board)
• SQA (Software Quality Assuarance)
• PRINCE2 (Projects IN Controlled Environments)
• CISA (Certified Information Systems Auditor)
• RDBMS Concept
• ITAM – IT Asset Management
• DATA MANAGEMENT BODY OF KNOWLEDGE (DMBOK)
• SAD UML (System Analysis Design with UML 2.0
• BUSINESS ANALYSIS WITH BABOK V.2
• SEO & Digital Marketing
• e-Filling with EDMS (Electronic Document Management System)
• ISO/IEC 27001:2013 (Information Security),
• ISO/IEC 20000 (IT Service Management)
• ISO/IEC 38500:2008 (Corporate Governance of Information Technology)
• ISO/IEC 90003:2014 (Software Engineering)
• INDEKS KAMI (KEAMANAN INFORMASI) – KOMINFO INDONESIA
• Six SIGMA Foundation (Green Belt)
• IIoT (Industrial 4.0 Internet of Things)
• Managerial Skills and Leadership
• KMS - Knowledge Management System
• eLMS – Electronic Learning Management System
• DEVOPS (DEVELOPMENT & OPERATIONS )
• CCISO (Certified Chief Information Security Officer)
• CISM (Certified Information Security Manager)
• CISSP (Certified Information Systems Security Professional)
Project Tools
• Microsoft Project / Project Web Server
• Primavera P6
• Project Libre
GIS
• QGIS (Quantum GIS)
• ArcGIS
• ArcGIS Operations Dashboard
Big Data, Machine Learning, Content Mining Analysis
• Apache Hadoop (HDFS, hive, Hbase, Sqoop)
• Apache Spark (PySpark, RDD, SparkSQL, Spark Streaming, Spark Graph, Mlib)
• IBM Watson Explorer
• Big Data Analyzing with Microsoft R
• Tableau Data Visualization | Visual Analytics | Data Communications
DevOps Tools
• Vagrant, Ansible, Chef, Puppet, Jenkins, Docker, Kebernetes, Nagios
Software Testing Tools
• Selenium (IDE, Client, Server), Selendroid, Appium, Google Espresso
Database
• Oracle DBA
• SQL Server DBA / SRSS (Reporting Services) / Business Intelligence / Power BI
• Microsoft Access 2013/2016 Fundamental & VBA Programing
• MySQL DBA
• PostGreSQL/ PostGIS DBA
• SQLite
• DynamoDB
• MariaDB DBA
Programming
• ASP.Net Fundamental
• VB. Net Fundamental/ Advanced
• PHP MySQL Fundamental/Advanced
• Web Service (JSON, XML, SOAP, RestFull)
• Java Web Programming Fundamental
• Erlang Programming Fundamental
• Python & Django Programming Fundamental/ Advanced
Industrial Software / IoT (Internet of Things)
• SCADA SYSTEM (Supervisory Control And Data Acquisition)
• Programming ESP8266 For IoT Applications Development with Thinkspeak Framework
PHP Framework
• Codeigniter Fundamental/Advanced
• Yii Fundamental
• Laravel Fundamental/ Advanced
• Zend Fundamental/ Advanced
• Cakephp Fundamental/ Advanced
UML Tools
• SPARX Enterprise Architect
• Archi 4.2 Enterprise Architect
CMS / E-Commerce
• Wordpress Fundamental/ Advanced
• Joomla Fundamental/ Advanced
• Magento E-Commerce Fundamental/ Advanced
• Prestashop Fundamental / Advanced
• Drupal Fundamental / Advanced
Javascript Framework
• Sencha ExtJS
• Angular Js
• Backbone Js
• Ember Js
• Ajax JQuery
• React Js, React Native
• Xamarin
Mobile Apps. Development
• Android Studio
• Phonegap / Cordova
• HTML 5 , CSS 3
• Jquery Mobile / IONIC
• Sencha Touch
• Swift – IOS
End User , Graphics, Web Design
• Word, Excel, PowerPoint
• Corel Draw , Photoshop, In Design, Illustrator
• Web Design with Dreamweaver & Fireworks
• Adobe Premiere Pro
Excel Advanced
• Excel Advanced for Business & Accounting
• Excel VBA Macro Programming
• Excel PowerPivot , PowerView, Power BI
CAD Software
• Autocad 2D/3D Fundamental
• Catia 3D Fundamental
• Google Sketchup 3D Fundamental
• 3D Max Studio Fundamental
• 3D Maya Fundamental
Game/ Animation Development Tools
• Unity 5 , 3D Game Development
• Blender , 3D DAZ
Developer Toolbox
• Google Developer Toolbox
• Google Map API V.3
• SMS Gateway
• Facebook API Graph
