51cto Big Data Training course

Java

Java Io/nio

JVM principle and configuration, tuning

Socket Network Socket Technology

Java Collection

Java Reflection

Multi-threading and concurrent programming

Design Patterns

Collection in depth

Flow-based computing

Flow calculation principle and application scenario

Storm

Kafka

Redis

Practical cases

Offline Computing framework Hadoop and its ecological circle

Offline calculation principle and application scenario

Hadoop Basics

Mapreduce

Hdfs

HBase

Zookeeper

Hive

Flume (Data acquisition)

OOZIE (Task Scheduler)

Sqoop (data import and export)

Lucene (search)

SOLR (search)

Practical cases

Memory calculation

Principles and application scenarios of memory calculation

Scala Functional Programming Basics

Spark Core

Spark SQL

Spark Streaming

Spark MLib (machine learning)

Spark Graphx

Project Combat 1

Python machine learning

Spark python Programming

Project Combat 2

Machine learning

R language

Mahout

Project Combat

Cloud Computing Advanced Architecture Technology

Introduction to Virtualization Technology

Container Technology (Doctor)

Kvm

Common virtualization Platforms (OpenStack, VSphere)

Cloud cluster cluster building and optimization (stability, high concurrency, load balancing, automatic failover)

Architect (Project analysis, cloud computing hardware platform architecture, cloud computing enterprise Application selection and technology architecture)

Employment and resume guidance

Cloud computing:	OpenStack | Virtualization | Cloud Platform | Office 365 | Cloud Services | Docker | Other
Big Data:	Spark | Hadoop | Storm | Hive | Yarn | Other
Mobile development:	Swift | Development | IOS | Android | HTML5 | Mobile Testing | Winphone | Other
Game development:	Cocos2d-x | Unity3d | Hand-Tour Development | 3D Games | Development Tools | Other
System/Operation:	Linux | Windows | Unix | Mac OS | Other
Exam Certification:	Soft Test | Red Hat Certifications | Certification | Cisco Certifications | Microsoft Certifications | H3C Certification | Level Exams | Other
Programming Languages:	Java | C + + | Python |. Net | Ruby | objective-c | Go language | Qt | VB | Delphi | R language | Other
Web development:	PHP | JavaScript | Html/css | JQuery | xml/xsl | Dreamweaver | Browser Technology | node. js | Other
Software development:	Software Testing | Agile Development | Research and Development Management | Software Design | Software Architecture | Other
Database:	Oracle | MySQL | SQL Server | Access | DB2 | NoSQL | MongoDB | Hbase | Sybase | Other
Network technology:	Network Management | Routing Switching | System Integration | Security Technology | Communication Technology | Data Center | Other
Server storage:	Windows Server | Exchange | Lync | SharePoint | Nginx | Cluster | Distributed | Mail Server | Other
University courses:	Computer network | Data Structure | Introduction to Computers | Algorithm Basics | Software Engineering | Operating System | Other
Embedded:	Embedded Linux | Driver/Kernel Development | Single chip microcomputer/industrial Control | Internet of Things | Smart Hardware | Body Sensing Technology | Other
Enterprise Informatization:	Project Management | ERP | CRM | BPM | Management Software | Other
Office:	Excel | PPT | Word | Other
Design:	Interactive Design | Graphic Design | Interior Design | Other
Other:	It Workplace | Online Marketing | Multimedia | Internet Operations | Other

51cto Big Data Training course