AWS 

Module 01 - Introduction to Cloud Computing & AWS

1.1 What is Cloud Computing
1.2 Cloud Service & Deployment Models
1.3 How AWS is the leader in the cloud domain
1.4 Various cloud computing products offered by AWS
1.5 Introduction to AWS S3, EC2, VPC, EBS, ELB, AMI
1.6 AWS architecture and the AWS Management Console, virtualization in AWS (Xen hypervisor)
1.7 What is auto-scaling
1.8 AWS EC2 best practices and cost involved.

Module 02 - Elastic Compute and Storage Volumes

2.1 Introduction to EC2
2.2 Regions & Availability Zones(AZs)
2.3 Pre-EC2, EC2 instance types
2.4 Comparing Public IP and Elastic IP
2.5 Demonstrating how to launch an AWS EC2 instance
2.6 Introduction to AMIs, Creating and Copying an AMI
2.7 Introduction to EBS
2.8 EBS volume types
2.9 EBS Snapshots
2.10 Introduction to EFS
2.11 Instance tenancy- Reserved and Spot instances
2.12 Pricing and Design Patterns.

Module 03 - Load Balancing, Autoscaling and DNS

3.1 Introduction to Elastic Load Balancer
3.2 Types of ELB – Classic, Network and Application
3.3 Load balancer architecture
3.4 Cross-zone load balancing
3.5 Introduction to Auto Scaling, vertical and horizontal scaling, the lifecycle of Auto Scaling
3.6 Components of Auto Scaling, scaling options and policy, instance termination
3.7 Using load balancer with Auto Scaling
3.8 Pre-Route 53 – how DNS works
3.9 Routing policy, Route 53 terminologies, Pricing.

Module 04 - Virtual Private Cloud

4.1 What is Amazon VPC,
4.2 VPC as a networking layer for EC2,
4.3 IP address and CIDR notations,
4.4 Components of VPC – network interfaces, route tables, internet gateway, NAT,
4.5 Security in VPC – security groups and NACL, types of VPC, what is a subnet, VPC peering with scenarios, VPC endpoints, VPC pricing and design patterns.

Module 05 - Storage - Simple Storage Service (S3)

5.1 Introduction to AWS storage
5.2 Pre-S3 – online cloud storage
5.3 API, S3 consistency models
5.4 Storage hierarchy, buckets in S3
5.5 Objects in S3, metadata and storage classes, object versioning, object lifecycle management, cross-region replication, data encryption, connecting using VPC endpoint, S3 pricing.

Module 06 - Databases and In-Memory DataStores

6.1 What is a database, types of databases, databases on AWS
6.2 Introduction to Amazon RDS
6.3 Multi-AZ deployments, features of RDS
6.4 Read replicas in RDS, reserved DB instances
6.5 RDS pricing and design patterns
6.6 Introduction to Amazon Aurora, benefits of Aurora, Aurora pricing and design patterns
6.7 Introduction to DynamoDB, components of DynamoDB, DynamoDB pricing and design patterns
6.8 What is Amazon Redshift, advantages of Redshift
6.9 What is ElastiCache, why ElastiCache.

Module 07 - Management and Application Services

7.1 Introduction to CloudFormation
7.2 CloudFormation components
7.3 CloudFormation templates
7.4 The concept of Infrastructure-as-a-code
7.5 Functions and pseudo parameters
7.6 Introduction to Simple Notification Service, how does SNS work
7.7 Introduction to Simple Email Service, how does SES work
7.8 Introduction to Simple Queue Service, how does SQS work.

Module 08 - Access Management and Monitoring Services

8.1 Pre-IAM, why access management
8.2 Amazon Resource Name (ARN), IAM features
8.3 Multi-factor authentication (MFA) in IAM, JSON
8.4 IAM policies, IAM permissions, IAM roles, identity federation, pricing
8.5 Introduction to CloudWatch, metrics and namespaces, CloudWatch architecture, dashboards in CW, CloudWatch alarms, CloudWatch logs, pricing and design patterns
8.6 Introduction to CloudTrail, tracking API usage.

Module 09 - Automation and Configuration management

9.1 What is AWS Lambda
9.2 How Lambda is different from EC2
9.3 Benefits and limitations of Lambda
9.4 How does Lambda work
9.5 Use cases of Lambda, Lambda concepts
9.6 Integration S3 with Lambda
9.7 What is Elastic Beanstalk, how does Beanstalk work, Beanstalk concepts, Beanstalk pricing
9.8 What is configuration management
9.9 What is AWS OpsWorks, AWS OpsWorks benefits
9.10 CloudFormation vs OpsWorks, services in OpsWorks, AWS OpsWorks Stacks, OpsWorks pricing.

Module 10 - Amazon FSx and Global Accelerator

10.1 What is FSx
10.2 Types of FSx,FSx for Windows server
10.3 How does FSx for Windows File Server work, FSx for Lustre
10.4 Use cases of FSx
10.5 Automatic failover process
10.6 Supported clients and access methods
10.7 What is a Global Accelerator, How Global Accelerator works, Listeners and Endpoints
10.8 What are AWS Organizations, Features of AWS Organizations, Managing multiple accounts
10.9 What are ENIs, ENAs and EFAs, Working with network interfaces
10.10 Enhanced Networking with ENA, EFA with MPI, Monitoring an EFA

Module 11 - Architecting AWS – whitepaper

11.1 Important guidelines for creating a well-architected AWS framework that is resilient and performant
11.2 Designing of fault-tolerant and high-availability architecture
11.3 Resilient storage
11.4 Decoupling mechanism
11.5 Multi-tier architecture solution
11.6 Disaster recovery solution
11.7 Scalable and elastic solutions.

Module 12 - DevOps on AWS

12.1 What is DevOps,
12.2 Introduction to AWS DevOps,
12.3 AWS Developer tools – CodeCommit, CodeBuild, CodeDeploy and CodePipeline, integrating GitHub with CodePipeline,
12.4 Creating a DevOps lifecycle using AWS DevOps tools.

Module 13 - AWS Migration

13.1 What is Cloud migration
13.2 Why migration is important
13.3 Migration process in AWS, the 6 R’s migration strategy
13.4 Virtual machine migration, migrating a local vm onto the AWS cloud
13.5 Migrating databases using Database Migration Service (DMS)
13.6 Migrating a local database to RDS
13.7 Migrating an on-premises database server to RDS using DMS, other migration services.

Module 14 - AWS Architect Interview Questions

DevOps 

Module 01 - Infrastructure Setup

1.1 EC2 Walkthrough

1.2 Installation of DevOps Tools on cloud

Module 02 - Introduction to DevOps

2.1 What is Software Development
2.2 Software Development Life Cycle
2.3 Traditional Models for SDLC
2.4 Why DevOps?
2.5 What is DevOps?
2.6 DevOps Lifecycle
2.7 DevOps Tools

Module 03 - Continuous Testing

3.1 What is Continuous Testing?
3.2 What is Maven?
3.3 Running Test Cases on Chromium Web Driver
3.4 What is Headless Mode?

Module 04 - Continuous Integration using Jenkins

4.1 Introduction to Continuous Integration
4.2 Jenkins Master Slave Architecture
4.3 Understanding CI/CD Pipelines
4.4 Creating an end to end automated CI/CD Pipeline

Module 05 - Software Version Control

5.1 What is Version Control
5.2 Types of Version Control System
5.3 Introduction to SVN
5.4 Introduction to Git
5.5 Git Lifecycle
5.6 Common Git Commands
5.7 Working with Branches in Git
5.8 Merging Branches
5.9 Resolving Merge Conflicts
5.10 Git Workflow

Module 06 - Continuous Deployment: Containerization with Docker

6.1 Introduction to Docker
6.2 Understanding Docker Lifecycle
6.3 Components of Docker Ecosystem
6.4 Common Docker Operations
6.5 Creating a DockerHub Account
6.6 Committing changes in a Container
6.7 Pushing a Container Image to DockerHub
6.8 Creating Custom Docker Images using Dockerfile

Module 07 - Containerization with Docker: Ecosystem and Networking

7.1 What are Docker Volumes
7.2 Deploying a Multi-Tier Application using Docker Network
7.3 Using Docker Compose to deploy containers
7.4 What is Container Orchestration
7.5 Container Orchestration Tools
7.6 Introduction to Docker Swarm
7.7 Deploying a 2-Node Cluster using Docker Swarm

Module 08 - Configuration Management using Puppet

8.1 Need of Configuration Management
8.2 Configuration Management Tools
8.3 What is Puppet
8.4 Puppet Architecture
8.5 Setting up Master Slave using Puppet
8.6 Puppet Manifests
8.7 Puppet Modules
8.8 Applying configuration using Puppet
8.9 Puppet File Server

Module 09 - Configuration Management using Ansible

9.1 What is Ansible?
9.2 Ansible vs Puppet
9.3 Ansible Architecture
9.4 Setting up Master Slave using Ansible
9.5 Ansible Playbook
9.6 Ansible Roles
9.7 Applying configuration using Ansible

Module 10 - Continuous Orchestration using Kubernetes

10.1 Introduction to Kubernetes
10.2 Docker Swarm vs Kubernetes
10.3 Kubernetes Architecture
10.4 Deploying Kubernetes using Kubeadms
10.5 Alternate ways of deploying Kubernetes
10.6 YAML Files
10.7 Creating a Deployment in Kubernetes using YAML
10.8 Services in Kubernetes
10.9 Ingress in Kubernetes
10.10 Case Study – Kubernetes Architecture

Module 11 - Continuous Monitoring using Nagios

11.1 What is Continuous Monitoring
11.2 Introduction to Nagios
11.3 Nagios Architecture
11.4 Monitoring Services in Nagios
11.5 What are NRPE Plugins
11.6 Monitoring System Info using NRPE plugins

Module 12 - Terraform Modules & Workspaces

12.1 What is Infrastructure as a code
12.2 Iac vs Configuration Management
12.3 Introduction to Terraform
12.4 Installing Terraform on AWS
12.5 Basic Operations in terraform

 Code Basics
12.7 Deploying and end-to-end architecture on AWS using Terraform

Python 

Module 01 - Python Environment Setup and Essentials

1.1 Introduction to Python Language
1.2 Features, the advantages of Python over other programming languages
1.3 Python installation – Windows, Mac & Linux distribution for Anaconda Python
1.4 Deploying Python IDE
1.5 Basic Python commands, data types, variables, keywords and more

Module 02 - Python language Basic Constructs

2.1 Built-in data types in Python
2.2 Learn  classes, modules, Str(String), Ellipsis Object, Null Object, Ellipsis, Debug
2.3 Basic operators, comparison, arithmetic, slicing and slice operator, logical, bitwise
2.4 Loop and control statements while, for, if, break, else, continue.

Module 03 - OOP concepts in Python

3.1 How to write OOP concepts program in Python
3.2 Connecting to a database
3.3 Classes and objects in Python
3.4 OOPs paradigm, important concepts in OOP like polymorphism, inheritance, encapsulation
3.5 Python functions, return types and parameters
3.6 Lambda expressions

Module 04 - Database connection

4.1 Understanding the Database, need of database
4.2 Installing MySQL on windows
4.3 Understanding Database connection using Python.

Module 05 - NumPy for mathematical computing

5.1 Introduction to arrays and matrices
5.2 Broadcasting of array math, indexing of array
5.3 Standard deviation, conditional probability, correlation and covariance.

Module 06 - SciPy for scientific computing

6.1 Introduction to SciPy
6.2 Functions building on top of NumPy, cluster, linalg, signal, optimize, integrate, subpackages, SciPy with Bayes Theorem.

Module 07 - Matplotlib for data visualization

7.1 How to plot graph and chart with Python
7.2 Various aspects of line, scatter, bar, histogram, 3D, the API of MatPlotLib, subplots.

Module 08 - Pandas for data analysis and machine learning

8.1 Introduction to Python dataframes
8.2 Importing data from JSON, CSV, Excel, SQL database, NumPy array to dataframe
8.3 Various data operations like selecting, filtering, sorting, viewing, joining, combining

Module 09 - Exception Handling

9.1 Introduction to Exception Handling
9.2 Scenarios in Exception Handling with its execution
9.3 Arithmetic exception
9.4 RAISE of Exception
9.5 What is Random List, running a Random list on Jupyter Notebook
9.6 Value Error in Exception Handling.

Module 10 - Multi Threading & Race Condition

10.1 Introduction to Thread, need of threads
10.2 What are thread functions
10.3 Performing various operations on thread like joining a thread, starting a thread, enumeration in a thread
10.4 Creating a Multithread, finishing the multithreads.
10.5 Understanding Race Condition, lock and Synchronization.

Module 11 - Packages and Functions

11.1 Intro to modules in Python, need of modules
11.2 How to import modules in python
11.3 Locating a module, namespace and scoping
11.4 Arithmetic operations on Modules using a function
11.5 Intro to Search path, Global and local functions, filter functions
11.6 Python Packages, import in packages, various ways of accessing the packages
11.7 Decorators, Pointer assignments, and Xldr.

Module 12 - Web scraping with Python

12.1 Introduction to web scraping in Python
12.2 Installing of beautifulsoup
12.3 Installing Python parser lxml
12.4 Various web scraping libraries, beautifulsoup, Scrapy Python packages
12.5 Creating soup object with input HTML
12.6 Searching of tree, full or partial parsing, output print

Google Cloud 

Module 01 - Introduction to Google Cloud

1.1 Understanding the fundamentals of Google Cloud Platform
1.2 The Google Global infrastructure
1.3 Products for storage, compute, networking, Machine Learning, and more
1.4 Availability zones
1.5 Different projects running on the GCP infrastructure, including Google projects

Module 02 - Google Cloud Services

2.1 Introduction to Google Cloud services
2.2 Managing Google services using command-line tools, app, and console
2.3 Installing and configuring SDK
2.4 Deploying Cloud Shell for GCP environment management
2.5 Deploying Gsutil

Module 03 - Google Computing Services

3.1 Understanding Google computing services
3.2 Creating and managing virtual machines in Google Cloud
3.3 Launching VMs on-demand using Google Compute Engine
3.4 Choosing the right computing solutions based on the workload like memory or CPU
3.5 Important actions with Compute Engine
3.6 Balancing the load

Module 04 - Google Storage Services

4.1 Various storage services offered with Google Cloud
4.2 The process of storing and retrieving data
4.3 Rich content management
4.4 Hosting a website
4.5 Choosing the right storage options
4.6 Integrating on-premises with the cloud storage environment
4.7 Nearline and Coldline storage
4.8 Cloud Datastore
4.9 Managing cloud storage using Gsutil

Module 05 - Google Cloud APIs

5.1 Deploying Google Cloud for developing applications and for debugging and monitoring purposes
5.2 Choosing the right data storage for application data
5.3 Automating infrastructure
5.4 Managing the API
5.5 Cloud source
5.6 Functions and special APIs
5.7 Implementing and configuring Cloud Launcher and Deployment Manager
5.8 Application deployment using Cloud Engine

Module 06 - Google Networking Services

6.1 Introduction to Google networking
6.2 Setting up the Google network
6.3 Connecting various Google Cloud Platform resources
6.4 Isolation using firewalls and network policies
6.5 Creating and managing of Virtual Private Network
6.6 Working with cloud routers and interconnecting networks

Module 07 - IAM & Security Services

7.1 Different security and identity and access management (IAM) services
7.2 Various roles in IAM
7.3 Creating and managing Google resources permissions
7.4 IAM APIs
7.5 The creation of custom roles
7.6 Sharing resources and isolation
7.7 Deploying penetration testing, auditing, and security controls

Module 08 - Migrating to Google Cloud

8.1 Understanding how to migrate to Google Cloud
8.2 Various criteria to be considered
8.3 Choosing the right options as per the specific needs
8.4 Managing a hybrid cloud model
8.5 Complete migration from the on-premises model to the cloud
8.6 Choosing an automation framework for resource provisioning

Java

Module 01 - Core Java Concepts

Introduction to Java Programming, Defining Java, Need for Java, Platform Independent in Java, Define JRE,JVM, JDK, Important Features and Evolution of Java

Module 02 - Writing Java Programs using Java Principles

Overview of Coding basics, Setting up the required environment, Knowing the available IDEs, Writing a Basic-level Java Program, Define Package, What are Java Comments?, Understanding the concept of Reserved Words, Introduction to Java Statements, What are Blocks in Java, Explain a Class, Different Methods

Module 03 - Language Conceptual

Overview of the Language, Defining Identifiers, What are Constraints and Variables, What is an Encoding Set?, Concept of Separators, Define Primitives, How to make Primitive Conversions?, Various Operators in Java

Module 04 - Operating with Java Statements

Module Overview, Learn how to write If Statement, Understanding While Statement, Working with Do-while Statement, How to use For Statement?, Using Break Statement, What is Continue Statement, Working of Switch Statement

Module 05 - Concept of Objects and Classes

General Review of the Module, Defining Object and Classes in Java, What are Encapsulation, Static Members and Access Control?, Use and importance of ‘this’ Keyword, Deining Method Overloading with an example, ‘By Value’ vs. ‘By Reference’, Loading, Defining Initialization and Linking, How to Compare Objects in Java?, What is Garbage Collector?

Module 06 - Introduction to Core Classes

General Review, Concept of Object in Java, Define Core Class, What is System?, Explain String Classes, How do Arrays work?, Concept of Boxing & Unboxing, Use of ‘varargs’, ‘format’ and ‘printf’ Methods

Module 07 - Inheritance in Java

Introduction, Define Inheritance with an example, Accessibility concept, Method Overriding, Learning how to call a Superclass’ Constructor, What is Type Casting?, Familiarity with ’instanceof’ Keyword

Module 08 - Exception Handling in Detail

Getting started with exception Handling, Defining an Exception, How to use Constructs to deal with exceptions?, Classification of exceptions, Throw Exceptions, How to create an exception class?, stack Trace analysis

Module 09 - Getting started with Interfaces and Abstract Classes

General Review, Defining Interface, Use and Create and Interface, Concept of Extending interfaces, How to implement multiple interfaces?, What are abstract classes?, How to create and use abstract classes?, Comparison between interface and abstract classes, Concept of Nested Classes, What are Nested Classes?, Nested Classes Types, Working of an Inner Class, What is a Local Inner Class?, Anonymous Classes in java, What is a Static Nested Class

Module 10 - Overview of Nested Classes

What are Nested Classes?, Types of Nested Classes, What is an Inner Class?, Understanding local inner class, Anonymous Inner Class, Nested Class – Static

Module 11 - Getting started with Java Threads

What is a Thread?, How to create and start a Thread?, States of a Thread, Blocking the Execution of a Thread, Concept of Sleep Thread, Understanding the priorities in a thread, Synchronisation in Java Threads, Interaction between threads

Module 12 - Overview of Java Collections

Introduction to Collection Framework, Preeminent Interfaces, What are Comparable and Comparator?, Working with Lists, Working with Maps, Working with Sets, Working with Queues

Module 13 - Understanding JDBC

Define JDBC, Different types of Drivers, How to access the drivers?, What is Connection in Java?, What is a Statement?, Explaining CRUD Operations with examples, Prepared Statement and Callable Statement

Module 14 - Java Generics

Overview of important topics included, Important and Frequently-Used Features, Defining Generic List, What is Generic Map in Java?, Java Generic Classes & Methods, For Loop Generic, What is Generic Wild Card?

Module 15 - Input/Output in Java

Brief Introduction, Learning about Input and output streams in java, Concept of byte Oriented Streams, Defining Character Oriented Streams?, Explain Object Serialisation, Input and Output Based on Channel

Module 16 - Getting started with Java Annotations

Introduction and Definition of Annotations, How they are useful for Java programmers?, Placements in Annotations, What are Built-in Java Annotations, Defining Custom Annotations

Module 17 - Reflection and its Usage

Getting started, Define Java Reflection?, What is a Class Object?, Concept of Constructors, Using Fields, Applying Methods, Implementing Annotations in Your Java Program

Splunk Developer and Admin 

Module 1 - Splunk Development Concepts

1.1 Introduction to Splunk and Splunk developer roles and responsibilities

Module 2 - Basic Searching

2.1 Writing Splunk query for search
2.2 Auto-complete to build a search
2.3 Time range
2.4 Refine search
2.5 Working with events
2.6 Identifying the contents of search
2.7 Controlling a search job

Module 3 - Using Fields in Searches

3.1 What is a Field
3.2 How to use Fields in search
3.3 Deploying Fields Sidebar and Field Extractor for REGEX field extraction
3.4 Delimiting Field Extraction using FX

Module 4 - Saving and Scheduling Searches

4.1 Writing Splunk query for search, sharing, saving, scheduling and exporting search results

Module 5: Creating Alerts

5.1 How to create alerts
5.2 Understanding alerts
5.3 Viewing fired alerts

Module 6 - Scheduled Reports

6.1 Describe and configure scheduled reports

Module 7 - Tags and Event Types

7.1 Introduction to Tags in Splunk
7.2 Deploying Tags for Splunk search
7.3 Understanding event types and utility
7.4 Generating and implementing event types in search

Module 8 - Creating and Using Macros

8.1 What is a Macro
8.2 What are variables and arguments in Macros

Module 9 - Workflow

9.1 Creating get, post and search workflow actions

Module 10 - Splunk Search Commands

10.1 Studying the search command
10.2 The general search practices
10.3 What is a search pipeline
10.4 How to specify indexes in search
10.5 Highlighting the syntax
10.6 Deploying the various search commands like fields, tables, sort, rename, rex and erex

Module 11 - Transforming Commands

11.1 Using top, rare and stats commands

Module 12 - Reporting Commands

12.1 Using following commands and their functions: addcoltotals, addtotals, top, rare and stats

Module 13 - Mapping and Single Value Commands

13.1 iplocation, geostats, geom and addtotals commands

Module 14 - Splunk Reports and Visualizations

14.1 Explore the available visualizations
14.2 Create charts and time charts
14.3 Omit null values and format results

Module 15 - Analyzing, Calculating and Formatting Results

15.1 Calculating and analyzing results
15.2 Value conversion
15.3 Roundoff and format values
15.4 Using the eval command
15.5 Conditional statements
15.6 Filtering calculated search results

Module 16 - Correlating Events

16.1 How to search the transactions
16.2 Creating report on transactions
16.3 Grouping events using time and fields
16.4 Comparing transactions with stats

Module 17 - Enriching Data with Lookups

17.1 Learning data lookups
17.2 Examples and lookup tables
17.3 Defining and configuring automatic lookups
17.4 Deploying lookups in reports and searches

Module 18 - Creating Reports and Dashboards

18.1 Creating search charts, reports and dashboards
18.2 Editing reports and dashboards
18.3 Adding reports to dashboards

Module 19 - Getting Started with Parsing

19.1 Working with raw data for data extraction, transformation, parsing and preview

Module 20 - Using Pivot

20.1 Describe pivot
20.2 Relationship between data model and pivot
20.3 Select a data model object
20.4 Create a pivot report
20.5 Create instant pivot from a search
20.6 Add a pivot report to dashboard

Module 21 - Common Information Model (CIM) Add-On

21.1 What is a Splunk CIM
21.2 Using the CIM Add-On to normalize data

Splunk Administration Topics

Module 22 - Overview of Splunk

22.1 Introduction to the architecture of Splunk
22.2 Various server settings
22.3 How to set up alerts
22.4 Various types of licenses
22.5 Important features of Splunk tool
22.6 The requirements of hardware and conditions needed for installation of Splunk

Module 23 - Splunk Installation

23.1 How to install and configure Splunk
23.2 The creation of index
23.3 Standalone server’s input configuration
23.4 The preferences for search
23.5 Linux environment Splunk installation
23.6 The administering and architecting of Splunk

Module 24 - Splunk Installation in Linux

24.1 How to install Splunk in the Linux environment
24.2 The conditions needed for Splunk
24.3 Configuring Splunk in the Linux environment

Module 25 - Distributed Management Console

25.1 Introducing Splunk distributed management console
25.2 Indexing of clusters
25.3 How to deploy distributed search in Splunk environment
25.4 Forwarder management
25.5 User authentication and access control

Module 26 - Introduction to Splunk App

26.1 Introduction to the Splunk app
26.2 How to develop Splunk apps
26.3 Splunk app management
26.4 Splunk app add-ons
26.5 Using Splunk-base for installation and deletion of apps
26.6 Different app permissions and implementation
26.7 How to use the Splunk app
26.8 Apps on forwarder

Module 27 - Splunk Indexes and Users

27.1 Details of the index time configuration file
27.2 The search time configuration file

Module 28 - Splunk Configuration Files

28.1 Understanding of Index time and search time configuration filesin Splunk
28.2 Forwarder installation
28.3 Input and output configuration
28.4 Universal Forwarder management
28.5 Splunk Universal Forwarder highlights

Module 29 - Splunk Deployment Management

29.1 Implementing the Splunk tool
29.2 Deploying it on the server
29.3 Splunk environment setup
29.4 Splunk client group deployment

Module 30 - Splunk Indexes

30.1 Understanding the Splunk Indexes
30.2 The default Splunk Indexes
30.3 Segregating the Splunk Indexes
30.4 Learning Splunk Buckets and Bucket Classification
30.5 Estimating Index storage
30.6 Creating new Index

Module 31 - User Roles and Authentication

31.1 Understanding the concept of role inheritance
31.2 Splunk authentications
31.3 Native authentications
31.4 LDAP authentications

Module 32 - Splunk Administration Environment

32.1 Splunk installation, configuration
32.2 Data inputs
32.3 App management
32.4 Splunk important concepts
32.5 Parsing machine-generated data
32.6 Search indexer and forwarder

Module 33 - Basic Production Environment

33.1 Introduction to Splunk Configuration Files
33.2 Universal Forwarder
33.3 Forwarder Management
33.4 Data management, troubleshooting and monitoring

Module 34 - Splunk Search Engine

34.1 Converting machine-generated data into operational intelligence
34.2 Setting up the dashboard, reports and charts
34.3 Integrating Search Head Clustering and Indexer Clustering

Module 35 - Various Splunk Input Methods

35.1 Understanding the input methods
35.2 Deploying scripted, Windows and network
35.3 Agentless input types and fine-tuning them all

Module 36 - Splunk User and Index Management

36.1 Splunk user authentication and job role assignment
36.2 Learning to manage, monitor and optimize Splunk Indexes

Module 37 - Machine Data Parsing

37.1 Understanding parsing of machine-generated data
37.2 Manipulation of raw data
37.3 Previewing and parsing
37.4 Data field extraction
37.5 Comparing single-line and multi-line events

Module 38 - Search Scaling and Monitoring

38.1 Distributed search concepts
38.2 Improving search performance
38.3 Large-scale deployment and overcoming execution hurdles
38.4 Working with Splunk Distributed Management Console for monitoring the entire operation

Module 39 - Splunk Cluster Implementation

39.1 Cluster indexing
39.2 Configuring individual nodes
39.3 Configuring the cluster behavior, index and search behavior
39.4 Setting node type to handle different aspects of cluster like master node, peer node and search head

Linux

Module 01 - Introduction to Linux

Introduction to Linux, Basics of Shell, Basics of Kernel, CentOS 8 installation and VBox additions, Basic Linux Commands, ECHO and EXPR command, Set and unset a variable, Header of a shell script (#!).

Module 02 - File Management

Text editors and file creation; Users, Groups and Processes; Root and Linux file hierarchy, Understanding file hierarchy, Understanding file permissions, chmod and chown commands, the LS command, Metacharacters, Editing a file using VIM, Displaying contents of a file, Copy, Move and Remove files.

Module 03 - Files and Processes

Everything is a file in UNIX/Linux (files, directories, executables, processes), Process control commands (ps and kill), other process control tools (top, nice, renice).

Module 04 - Introduction to Shell Scripting

What is shell scripting, Types of shell, Creating and writing a shell script, Changing the permission of the shell script, Executing the script, Environment variables, Defining a local and a global variable, User input in a shell script.

Module 05 - Conditional, Looping statements and Functions

What are Conditional statements, Using IF, IF-ELSE, Nested IF statements, What are Looping statements, Using WHILE, UNTIL and FOR statements, Using the case…esac statement, What is a Function, Creating a function in Linux, Calling functions.

Module 06 - Text Processing

Using GREP command, Using SED command, Using AWK command, Mounting a file to the virtual box, Creating a shared folder (mounting a folder), Using SORT command and Using pipes to combine multiple Commands.

Module 07 - Scheduling Tasks

What are Daemons, Introduction to Task scheduling in Linux, Scheduling a job in Linux, What is Cron and Crontab, How to use cron, Using the AT command.

Module 08 - Advanced Shell Scripting

Why monitoring, Introduction to process monitoring, Top vs HTop, What does PGREP do, Introduction to file and folder monitoring, Monitoring tool inotifywait, inotifywait options for folder monitoring, Events of a folder in inotify, the FREE command.

Module 09 - Database Connectivity

Installing and configuring MySQL, Securing MySQL, Running Queries from terminal, Running Queries from a shell script.

Module 10 - Linux Networking

What is networking in Linux, Why do we need networking, Using networking commands – IFCONFIG, PING, Wget and cURL, SSH, SCP and FTP, Learning Firewall tools – iptables and firewalld, DNS and Resolving IP address, /etc/hosts and /etc/hostname, nslookup and dig.

Hadoop Administration Training

Module 01 - Installation of Hadoop and Hadoop Ecosystems

Installation of Hadoop components and ecosystems: Hive, Sqoop, Pig, Scala and Spark

Module 02 - Introduction to Big Data and Hadoop Understanding HDFS and MapReduce

Introduction to Big Data and Hadoop and its ecosystem, MapReduce: the importance of Big Data, how does Hadoop fit into the framework, Hadoop Distributed File System (HDFS):replications, block size, secondary Name node, high availability and YARN: resource manager, node manager

Module 03 - Deep Dive in MapReduce

How does MapReduce work, how does Reducer work, how does Driver work, combiners, partitioners, input formats, output formats, shuffle and sort

Module 04 - Hadoop Administration: Multi-Node Cluster Setup using Amazon EC2

How to create a Hadoop cluster with four nodes, working with cluster and deploying a MapReduce job, how to write a MapReduce code and setting up the Cloudera Manager

Module 05 - Hadoop Administration: Cluster Configuration

The significance of the configuration files, overview of the configuration values and parameters, the parameters of Hadoop distributed file system, setting up the Hadoop environment, detailed configuration files like ‘Include’ and ‘Exclude’, the directory structure and files of Name node and Data node anded it log and file system image for Hadoop administration and maintenance

Module 06 - Hadoop Administration: Maintenance, Monitoring and Troubleshooting

Deploying the checkpoint procedure, working with metadata, data backup, safe mode, Name node failure and recovery procedure, troubleshooting to resolve various problems, knowing what to look for, node removal and more, the best practices in using the JMX tool for cluster monitoring, working with stack traces, using logs to monitor and troubleshoot, deploying various open-source tools for cluster monitoring, how to deploy the Job Scheduler, the process of job submission flow in MapReduce, scheduling of jobs on the same cluster, FIFO scheduling and Fair Scheduler configuration

Module 07 - Securing Hadoop Cluster with Kerberos and Other Advance Topics

Hadoop advanced administration, Quorum Journal Manager, HDFS security and configuring Hadoop federation, Hadoop platform security fundamentals, the process to secure the Hadoop platform, the importance of Kerberos, integrating with the Hadoop platform and Hadoop cluster configuration with Kerberos

Agile Training

Module 01 - Introducing Agile Principles

Defining Agile values and principles, Contrasting Waterfall and Agile product development philosophies, Confronting the challenges of adopting Agile, Creating a cross–functional team.

Module 02 - Defining the Agile Framework

Embracing Agile

Defining the core Agile Framework, Core Agile team, artifacts and ceremonies, Adapting traditional business process to Agile, Applying core Agile Values, Leveraging checks and balances

Module 03 - Agile Ceremonies and Artifacts

Defining the Core Agile Artifacts

Creating the Product Backlog, Implementing the Sprint Backlog, Defining the Definition of Done, Developing potentially shippable product increment

Simulating the Core Agile Ceremonies

Refining the Product Backlog, Holding the Sprint Planning meeting, Hosting the Daily Agile, Leading Sprint Reviews, Facilitating successful Sprint Retrospectives

Module 04 - Refining the Product Backlog

Iterating the Product Backlog

Developing the Product Vision, Building the Product Backlog, Continuously refining the Product Backlog, Turning ideas into action, Applying the DOVE framework

Refining Product Delivery

Comparing iterative and incremental delivery, Decomposing Epics into features and stories, Releasing products with Minimal Marketable Features, Planning a product delivery roadmap

Module 05 - Estimating and Prioritizing Product Backlog Items

Defining user personas

Creating realistic user Personas, Visualizing scope through story maps, Linking user personas to use cases

Creating user stories

Writing users stories with the Connextra format, Evolving product requirements, Applying INVEST and SMART frameworks to focus user stories, Developing products with progressive elaboration, Breaking user stories into tasks, Defining appropriate acceptance criteria.

User story estimating

Sizing user stories, Estimating effort and business value level through relative measurement, Comparing and contrasting affinity and planning poker estimation techniques

Prioritizing the Product Backlog

Ranking product backlog item priority at the release, product and project level, Utilizing MoSCoW and other prioritization techniques, Applying the Pareto principle to product planning, Identifying high–priority items for sprint planning

Module 06 - Agile Responsibilities to the Team

Growing the Agile team

Enforcing the Agile process, Establishing team working agreements, Performing as a servant–leader, Removing Impediments, Becoming an Agile coach for your team

Ensuring long–term success

Continuously improving the team, Reporting appropriate metrics, Managing and reducing external dependencies, Adopting best practices for software engineering, Acting as an Agile champion in your organization