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Hadoop – Advance
Scala Essentials | Traits and OOPs in Scala |Functional Programming in Scala
Introduction to Big Data and Spark | Spark Baby Steps | Playing with RDDs
Shark – When Spark meets Hive ( Spark SQL) | Spark Streaming
Spark Mlib | Spark GraphX | Project and Installation
Red Hat System Administration I provides a foundation for students wishing to become full-time Linux system administrators by introducing key command line concepts and other enterprise-level tools. These concepts are further developed in the follow-on course, Red Hat System Administration II (RH134).
Introduction to Scala
Learning Objectives – In this module, you will understand basic concepts of Scala,
motives towards learning a new language and get your set-up ready.
Topics
Why Scala?
What is Scala?
Introducing Scala
Installing Scala
Journey – Java to Scala
First Dive – Interactive Scala
Writing Scala Scripts – Compiling Scala Programs
Scala Basics
Scala Basic Types
Defining Functions
IDE for Scala, Scala Community
Scala Essentials
Learning Objectives – In this module, you will learn essentials of Scala that are
needed to work on it.
Topics
Immutability in Scala – Semicolons
Method Declaration, Literals
Lists
Tuples
Options
Maps
Reserved Words
Operators
Precedence Rules
If statements
Scala For Comprehensions
While Loops
Do-While Loops
Conditional Operators
Pattern Matching
Enumerations
Traits and OOPs in Scala
Learning Objectives – In this module, you will understand implementation of OOPs
concepts in Scala and use Traits as Mixins
Topics
Traits Intro – Traits as Mixins
Stackable Traits
Creating Traits Basic OOPS – Class and Object Basics
Scala Constructors
Nested Classes
Visibility Rules
Functional Programming in Scala
Learning Objectives – In this module, you will understand functional programming
know how for Scala.
Topics
What is Functional Programming?
Functional Literals and Closures
Recursion
Tail Calls
Functional Data Structures
Implicit Function Parameters
Call by Name
Call by Value
Introduction to Big Data and Spark
Learning Objectives – In this module, you will understand what is Big Data, it’s
associated challenges, various frameworks available and will get the first hand introduction to Spark
Topics
Introduction to Big Data
Challenges with Big Data
Batch Vs. Real Time Big Data Analytics
Batch Analytics – Hadoop Ecosystem Overview
Real Time Analytics Options, Streaming Data – Storm
In Memory Data – Spark
What is Spark?
Modes of Spark
Spark Installation Demo
Overview of Spark on a cluster
Spark Standalone Cluster
Spark Baby Steps
Learning Objectives – In this module, you will learn how to invoke Spark shell and
use it for various common operations.
Topics
Invoking Spark Shell
Loading a File in Shell
Performing Some Basic Operations on Files in Spark Shell
Building a Spark Project with sbt, Building and Running Spark Project with sbt
Caching Overview, Distributed Persistence
Spark Streaming Overview
Example: Streaming Word Count
Playing with RDDs
Learning Objectives – In this module, you will learn one of the building blocks of
Spark – RDDs and related manipulations for implementing business logics.
Topics
RDDs
Transformations in RDD
Actions in RDD
Loading Data in RDD
Saving Data through RDD
Scala and Hadoop Integration Hands on
Shark – When Spark meets Hive ( Spark SQL)
Learning Objectives – In this module, you will see various offspring’s of Spark like
Shark, SparkSQL and Mlib. This session is primarily interactive for discussing industrial use
cases of Spark and latest developments happening in this area.
Topics
Why Shark?
Installing Shark
Running Shark
Loading of Data
Hive Queries through Spark
Testing Tips in Scala
Performance Tuning Tips in Spark
Shared Variables: Broadcast Variables
Shared Variables: Accumulators
Spark Streaming
Learning Objectives – In this module, you will learn about the major APIs that Sparkoffers. You will get an opportunity to work on Spark streaming which makes it easy to build scalable fault-tolerant streaming applications.
Topics
Spark Streaming Architecture
First Spark Streaming Program
Transformations in Spark Streaming
Fault tolerance in Spark Streaming
Check pointing
Parallelism level
Spark Mlib
Learning Objectives – In this module, you will learn about the machine learning concepts in Spark
Topics
Classification Algorithm
Clustering Algorithm
Sequence Mining Algorithm
Collbrative filtering
Spark GraphX
Learning Objectives – In this module, you will learn about Graph Analysis concepts in Spark
Topics
Graph analysis with Spark
GraphX for graphs
Graph-parallel computation
Project and Installation
Topics
Installation of Spark and Scala
Discussion of real time use cases using Spark
Mini project implementation in Spark
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I had undergone oracle DBA course under Chetan sir's Guidance an it was a very good learning experience overall since they not only provide us with theoretical knowledge but also conduct lot of practical sessions which are really fruitful and also the way of teaching is very fine clear and crisp which is easier to understand, overall I had a great time for around 2 months, they really train you well.also make it a point to clear all your doubts and provide you with clear and in-depth concepts hence hope to join sometime again
I have completed Oracle DBA 11g from Radical technology pune. Excellent trainer (chetna gupta). The trainer kept the energy level up and kept us interested throughout. Very practical, hands on experience. Gave us real-time examples, excellent tips and hints. It was a great experience with Radical technologies.
Linux learning with Anand sir is truly different experience... I don't have any idea about Linux and system but Anand sir taught with scratch...He has a great knowledge and the best trainer...he can solve all your queries related to Linux in very simple way and giving nice examples... 100 to Anand Sir.
I had a wonderful experience in Radical technologies where i did training in Hadoop development under the guidance of Shanit Sir. He started from the very basic and covered and shared everything he knew in this field. He was brilliant and had a lot of experience in this field. We did hands on for every topic we covered, and that's the most important thing because honestly theoretical knowledge cannot land you a job.
I have recently completed Linux course under Anand Sir and can assuredly say that it is definitely the best Linux course in Pune. Since most of the Linux courses from other sources are strictly focused on clearing the certification, they will not provide an insight into real-world server administration, but that is not the case with Anand Sir's course. Anand Sir being an experienced IT infrastructure professional has an excellent understanding of how a data center works and all these information is seamlessly integrated into his classes.
1. Basic user account management (creating, modifying, and deleting users).
2. Password resets and account unlocks.
3. Basic file system navigation and management (creating, deleting, and modifying files and directories).
4. Basic troubleshooting of network connectivity issues.
5. Basic software installation and package management (installing and updating software packages).
6. Viewing system logs and checking for errors or warnings.
7. Running basic system health checks (CPU, memory, disk space).
8. Restarting services or daemons.
9. Monitoring system performance using basic tools (top, df, free).
10. Running basic commands to gather system information (uname, hostname, ifconfig).
1. Intermediate user account management (setting permissions, managing groups).
2. Configuring network interfaces and troubleshooting network connectivity issues.
3. Managing file system permissions and access control lists (ACLs).
4. Performing backups and restores of files and directories.
5. Installing and configuring system monitoring tools (Nagios, Zabbix).
6. Analyzing system logs for troubleshooting purposes.
7. Configuring and managing software repositories.
8. Configuring and managing system services (systemd, init.d).
9. Performing system updates and patch management.
10. Monitoring and managing system resources (CPU, memory, disk I/O).
1. Advanced user account management (LDAP integration, single sign-on).
2. Configuring and managing network services (DNS, DHCP, LDAP).
3. Configuring and managing storage solutions (RAID, LVM, NFS).
4. Implementing and managing security policies (firewall rules, SELinux).
5. Implementing and managing system backups and disaster recovery plans.
6. Configuring and managing virtualization platforms (KVM, VMware).
7. Performance tuning and optimization of system resources.
8. Implementing and managing high availability solutions (clustering, load balancing).
9. Automating system administration tasks using scripting (Bash, Python).
10. Managing system configurations using configuration management tools (Ansible, Puppet).
1. Learning basic shell scripting for automation tasks. 2. Understanding file system permissions and ownership. 3. Learning basic networking concepts (IP addressing, routing). 4. Learning how to use package management tools effectively. 5. Familiarizing with common Linux commands and utilities. 6. Understanding basic system architecture and components. 7. Learning basic troubleshooting techniques and methodologies. 8. Familiarizing with basic security principles and best practices. 9. Learning how to interpret system logs and diagnostic output. 10. Understanding the role and importance of system backups and restores.
1. Advanced scripting and automation techniques (error handling, loops).
2. Understanding advanced networking concepts (VLANs, subnetting).
3. Familiarizing with advanced storage technologies (SAN, NAS).
4. Learning advanced security concepts and techniques (encryption, PKI).
5. Understanding advanced system performance tuning techniques.
6. Learning advanced troubleshooting methodologies (root cause analysis).
7. Implementing and managing virtualization and cloud technologies.
8. Configuring and managing advanced network services (VPN, IDS/IPS).
9. Implementing and managing containerization technologies (Docker, Kubernetes).
10. Understanding enterprise-level IT governance and compliance requirements.
1. Designing and implementing complex IT infrastructure solutions. 2. Architecting and implementing highly available and scalable systems. 3. Developing and implementing disaster recovery and business continuity plans. 4. Conducting security audits and vulnerability assessments. 5. Implementing and managing advanced monitoring and alerting systems. 6. Developing custom automation solutions tailored to specific business needs. 7. Providing leadership and mentorship to junior team members. 8. Collaborating with other IT teams on cross-functional projects. 9. Evaluating new technologies and making recommendations for adoption. 10. Participating in industry conferences, workshops, and training programs.
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(Our Team will call you to discuss the Fees)
(Our Team will call you to discuss the Fees)