Training
Solution Architecture
For Tech Architects and Sr Developers
40
Hours
Solution Architecture training is designed for architects and senior developers for making early steps into solution/system architecture. They learn how to architect large-scale applications and systems that are easy to deploy and operate. The training prepares them for the next level of their professional growth.
Outline
- Introduction to Solution architecture
- Core Components - Applications, Analytics, Integration, Infrastructure, Hosting
- Core Patterns - N-Tier, Stateless, SOA, Micro-Services, Async, Event Driven, MVC
- Understanding System Requirements - Performance, Scalability, Reliability, Security
- Improving System Performance - Caching, CDN, Algorithms, Query Tuning
- Scaling Up/Down a System - Replication, Auto-Scaling, Load Balancing
- Making System Reliable - Replication, High Availability, Fault Tolerance
- Securing a System - HTTPS, Encrption, SSO, Common Vulnerabilities
- Operations Engineering - CI, CD, Monitoring, Logging, Upgrades
- Case Study
- Lab Exercises
Google Cloud Platform
For Tech Architects and Sr Developers
30
Hours
Learn general concepts of cloud computing, Google Cloud Platform infrastructure and how to architect large-scale applications using Google Cloud Platform
Outline
- Introduction to Cloud Computing
- Identity And Access Management
- Google App Engine Standard and Flexible
- Google Compute Engine And Networking
- Google Compute Platform Security
- Google Container Engine & Kubernetes
- Google Cloud SQL, Datastore, BigTable, Spanner
- Google Cloud Object Storage
- Analytics With Google Cloud Platform
- Automation With Deployment Manager
- Architecting Scalable & Reliable Applications
Amazon Web Services
For Tech Architects and Sr Developers
30
Hours
Learn general concepts of cloud computing, Amazon Web Services infrastructure and how to architect large-scale applications using AWS Platform
Outline
- Introduction to Cloud Computing
- Identity And Access Management
- AWS Simple Storage Service
- AWS Elastic Compute Service
- AWS VPC Networking
- AWS Security
- AWS Datastore Services - RDS, DynamoDB
- AWS Elastic Beanstalk
- AWS Elastic Container Service
- Analytics With RedShift & Kinesis
- AWS Cloud Formation
- Architecting Scalable and Reliable Applications on AWS
Distributed Computing
For Tech Architects and Sr Developers
16
Hours
Learn Distributed System Architectures in Web, Databases, File Systems and Messaging.
Outline
- Distributed Computing Core Concepts
- Distributed Coordination Service - ZooKeeper
- Distributed Web Services - REST Services, Load Balancing, HA
- Distributed Databases - MPP, NoSQL - Cassandra/HBase
- Distributed File Systems - Hadoop HDFS
- Distributed Batch Processing - Hadoop, Spark
- Distributed Event Processing - Kafka, Storm
- Distributed Cluster Management - YARN, Mesos
Distributed Databases
For Tech Architects and Sr Developers
16
Hours
Learn use cases, strengths and weaknesses of Distributed Databases like Cassandra, MongoDB, HBase
Outline
- RDBMS Scaling Features & Limitations
- Distributed Databases - Introduction, CAP, NoSQL
- Types - Key Value, Document, Column Family, Graph
- Cassandra - Data Model and Archtecture
- HBase - Data Model and Archtecture
- MongoDB - Data Model and Archtecture
- Running Cluster - Cassandra, MongoDB
Big Data Analytics With Hadoop & Spark
For Tech Architects and Sr Developers
30
Hours
Learn Big Data, Hadoop HDFS, Hadoop MapReduce, Hive, Docker Containers on Google Cloud Platform or AWS
Outline
- Introduction to Big Data
- Big Data Storage - Hadoop HDFS
- Moving Big Data into Hadoop HDFS - Sqoop, Flume
- Big Data Processing - Hadoop MapReduce
- Big Data SQL Analytics - Hive
- Running Hadoop Cluster - YARN
- Big Data Processing - Spark
- Big Data SQL Analytics - Spark SQL & DataFrames
- Running Spark Cluster - Standalone & YARN
- Running Hadoop & Spark Cluster on a Public Cloud