Learn to Become a Skilled Hadoop Developer with Spark Course

Download Course Contents

Hadoop Developer with Spark Course Overview


The Hadoop Developer with Spark Course is designed to help users learn to develop big data applications using the Apache Hadoop and Apache Spark frameworks. It covers the fundamentals of Hadoop and Spark and their architectures, programming models, and operations, while also providing hands-on activities and demonstrations.
It combines theoretical concepts with practical applications, allowing users to explore the different components of a distributed in-memory computing framework and understand how to construct and deploy applications in the cloud. On completion of the course, users will be able to understand how to set up and utilize a Hadoop and Spark cluster on their own computers. They will also be able to write Spark applications with Scala and create and deploy machine learning algorithms to analyze large datasets.

This is a Rare Course and it can be take up to 3 weeks to arrange the training.

The 1-on-1 Advantage

home-icon

Flexible Dates

  • • Choose Start Date
  • • Reschedule After Booking
  • • Weekend / Evening Option
home-icon

4-Hour Sessions

You will learn:

Module 1: Introduction to Apache Hadoop and the Hadoop Ecosystem
  • Apache Hadoop Overview
  • Data Ingestion and Storage
  • Data Processing
  • Data Analysis and Exploration
  • Other Ecosystem Tools
  • Introduction to the Hands-On Exercises
  • Apache Hadoop Cluster Components
  • HDFS Architecture
  • Using HDFS
  • What is Apache Spark?
  • Starting the Spark Shell
  • Using the Spark Shell
  • Getting Started with Datasets and DataFrames
  • DataFrame Operations
  • Creating DataFrames from Data Sources
  • Saving DataFrames to Data Sources
  • DataFrame Schemas
  • Eager and Lazy Execution
  • Querying DataFrames Using Column Expressions
  • Grouping and Aggregation Queries
  • Joining DataFrames
  • RDD Overview
  • RDD Data Sources
  • Creating and Saving RDDs
  • RDD Operations
  • Writing and Passing Transformation Functions
  • Transformation Execution
  • Converting Between RDDs and DataFrames
  • Key-Value Pair RDDs
  • Map-Reduce
  • Other Pair RDD Operations
  • Querying Tables in Spark Using SQL
  • Querying Files and Views
  • The Catalog API
  • Comparing Spark SQL, Apache Impala, and Apache Hive-on-Spark
  • Datasets and DataFrames
  • Creating Datasets
  • Loading and Saving Datasets
  • Dataset Operations
  • Writing a Spark Application
  • Building and Running an Application
  • Application Deployment Mode
  • The Spark Application Web UI
  • Configuring Application Properties
  • Review: Apache Spark on a Cluster
  • RDD Partitions
  • Example: Partitioning in Queries
  • Stages and Tasks
  • Job Execution Planning
  • Example: Catalyst Execution Plan
  • Example: RDD Execution Plan
  • DataFrame and Dataset Persistence
  • Persistence Storage Levels
  • Viewing Persisted RDDs
  • Common Apache Spark Use Cases
  • Iterative Algorithms in Apache Spark
  • Machine Learning
  • Example: k-means
  • Apache Spark Streaming Overview
  • Example: Streaming Request Count
  • DStreams
  • Developing Streaming Applications
  • Multi-Batch Operations
  • Time Slicing
  • State Operations
  • Sliding Window Operations
  • Preview: Structured Streaming
  • Streaming Data Source Overview
  • Apache Flume and Apache Kafka Data Sources
  • Example: Using a Kafka Direct Data Source
Live Online Training (Duration : 32 Hours) Fee On Request
We Offer :
  • 1-on-1 Public - Select your own start date. Other students can be merged.
  • 1-on-1 Private - Select your own start date. You will be the only student in the class.

4 Hours
8 Hours
Week Days
Weekend

Start Time : At any time

12 AM
12 PM

1-On-1 Training is Guaranteed to Run (GTR)
Group Training
Date On Request
Course Prerequisites

• Good knowledge of basic computer fundamentals
• Knowledge of any programming language such as Java, C#, etc.
• Good knowledge of Database such as SQL, Oracle, etc.
• Familiarity with Hadoop platform
• Knowledge of Linux/Unix operating system and commands
• Experience in any Big Data Frameworks like HBase, Hive, Pig, etc.

Target Audience


The target audience for a Hadoop Developer with Spark training program would be experienced software developers or IT professionals who have a firm understanding of programming languages, data structures, and databases
Familiarity with distributed computing and web development frameworks would be a plus
Additionally, the course should be tailored towards those who are interested in developing distributed computing solutions using Hadoop and Spark
Since the course will focus on the development side of distributed computing, knowledge of other distributed computing and data wrangling technologies such as HDFS and MapReduce is beneficial
Participants should also possess a curiosity for discovering solutions to problems in computational infrastructure
With this course, participants are able to create distributed applications for data analytics, big data management and real-time analytics

Learning Objectives of Hadoop Developer with Spark


1. Understand the fundamentals and internal working of Apache Hadoop and its ecosystem
2. Gain hands-on experience in configuring and managing Hadoop clusters
3. Learn the architectural concepts of Hadoop Storage and Computing
4. Master the fundamental theories and implementation details of Apache Spark
5. Learn to develop Hadoop applications with Java, Scala and other programming languages
6.Explore real time streaming and ETL processing in Apache Spark
7. Learn to use Flume and Sqoop to transfer data to/from Hadoop cluster
8. Understand Big Data deployment, including MapReduce, YARN
9. Analyze big data using Machine Learning and other algorithms
10.Grasp the concepts of Apache Ignite and Kafka for real-time data analysis.

Student Feedback  (Check Koenig Feedback on Trustpilot)

Q1 Say something about the Trainer? Q2 How is Koenig different from other training Companies? Q3 Will you come back to Koenig for training ?

Student Name Feedback
Abu
United States
A1. Yes, she was very clear & a strong mastery of both English & Azure platforms hence following was easy. She was also patient and was answering every question asked, she also shared material & tips on how to pass the exam, Well done, and keep it up.
Nick Barker
United States
A1. Calm and understanding, she not only kept the course running well but also took time to help those with lots of questions. Very well done.
Robin Johnson
United States
A2. Individual attention during training, excellent customer service and coordination. Neha has been ever so helpful and is definitely an asset to Koenig.
Shivani Prasad
United States
A1. The trainer was great and his teaching methods were incredible. He used different teaching methods to ensure I was learning well. A fun trainer with lots of patience and understanding.
Adam
United States
A1. The trainer was very knowledgeable and well prepared about the presentation/training subject, with a positive attitude towards students and making every effort in answering questions during the training session. Top-notch service!
Suresh
United States
A1. Exceptional... recommend to everyone!
Shyam Vaddakapett
United States
A1. My trainer, Mohit Kakkar was excellent as he focused on hands-on assignments to supplement the concepts of AZ 900. The training coordinator Jasmeet as well as the ops manager Sheshadri are also very professional and customer-centric. I recommend Koenig for training courses, and I will take some more courses with them soon.
Gilles Chirlias
United States
A1. Chavi was a great teacher, I have learned a lot from her. I would like to have her for the next training, which would be the AZ 301 and AZ 500.
Abdulrahman Saad Alshahrani
United States
A1. Excellent trainer. I will take another course with him someday. He deserves a good appreciation from his Manager.
Anonymous
United States
https://www.youtube.com/watch?v=sqC40CFfBYI

Request More Information

FAQ's


You can request a refund if you do not wish to enroll in the course.
You will receive the digital certificate post training completion via learning enhancement tool after registration.
Yes you can.
To receive an acknowledgment of your online payment, you should have a valid email address. At the point when you enter your name, Visa, and other data, you have the option of entering your email address. Would it be a good idea for you to decide to enter your email address, confirmation of your payment will be emailed to you.
Yes, course requiring practical include hands-on labs.
Yes, if we have an office in your city.
Yes, we do offer corporate training More details
Yes, we do. For details go to flexi
Yes you can request your customer experience manager for the same.
You can pay through debit/credit card or bank wire transfer.
Yes, Koenig follows a BYOL(Bring Your Own Laptop) policy.
It is recommended but not mandatory. Being acquainted with the basic course material will enable you and the trainer to move at a desired pace during classes.You can access courseware for most vendors.
1-on-1 Public - Select your start date. Other students can be merged.
1-on-1 Private - Select your start date. You will be the only student in the class.
Buy-Now. Pay-Later option is available using credit card in USA and India only.
We do accept all major credit cards from Visa, Mastercard, American Express, and Discover.
After you submit your payment, you will land on the payment confirmation screen.It contains your payment confirmation message. You will likewise get a confirmation email after your transaction is submitted.
Yes, the site is secure by utilizing Secure Sockets Layer (SSL) Technology. SSL technology enables the encryption of sensitive information during online transactions. We use the highest assurance SSL/TLS certificate, which ensures that no unauthorized person can get to your sensitive payment data over the web.
Yes, this is our official email address which we use if a recipient is not able to receive emails from our @koenig-solutions.com email address.
Yes, we do.
Yes, we also offer weekend classes.
We use the best standards in Internet security. Any data retained is not shared with third parties.
You can buy online from the page by clicking on "Buy Now". You can view alternate payment method on payment options page.
Credit card transactions normally take 48 hours to settle. Approval is given right away; however,it takes 48 hours for the money to be moved.
Yes, we do accept partial payments, you may use one payment method for part of the transaction and another payment method for other parts of the transaction.
Yes, you can pay from the course page and flexi page.
Yes, fee excludes local taxes.
Yes, we do.
The Fee includes:
  • Courseware
  • Testing Via Qubits
Yes, Koenig Solutions is a Cloudera Learning Partner
Schedule for Group Training is decided by Koenig. Schedule for 1-on-1 is decided by you.
In 1-on-1 you can select your own schedule, other students can be merged but you select the schedule. Choose 1-on-1 if published schedule do not meet your requirement. If you also want a private session, opt for 1-on-1 Public.
Yes.
No, it is not included.
Hadoop is an open source, Java-based programming framework that supports the processing and storage of large data sets in a distributed computing environment. It can quite easily expand from single servers to thousands of machines, each providing computation and storage.
Apache Spark is a fast, in-memory data processing engine with elegant and expressive development APIs. Spark can efficiently execute streaming, machine learning or SQL workloads that require fast iterative access to datasets. Data Scientists commonly use machine learning to decipher large and complex unorganized data and Spark can help them in their need for iterative data processing.
Rescheduling requests should come in at least 24 hours prior to your scheduled appointment. Rescheduling less than 24 hours prior to your appointment will result in forfeiture of your exam fees. All exams are non-refundable and non-transferable. All exam purchases are valid for one year from date of purchase.
Your job prospect will improve on the successful completion of the Hadoop Developer certification. There is a huge demand for Big Data and Data Analytics professionals in the industry and the remuneration they get is also good.
There are no prerequisites for taking this certification. However, this course is best suited for developers and engineers who have prior programming experience. Knowledge of Java is also strongly recommended.
A score report will be emailed to you after you take the exam, typically within a few hours of taking the exam. If you end up successfully clearing the exam, you will receive your digital certificate in three days.
If you pass the exam a certificate in PDF format will be e-mailed to you.
Candidates who are not able to pass the exam must wait for a period of thirty calendar days, beginning the day after the failed attempt, before they may retake the same exam.

Prices & Payments

Yes of course.
Yes, We are

Travel and Visa

Yes we do after your registration for course.

Food and Beverages

Yes.

Others

Says our CEO-
“It is an interesting story and dates back half a century. My father started a manufacturing business in India in the 1960's for import substitute electromechanical components such as microswitches. German and Japanese goods were held in high esteem so he named his company Essen Deinki (Essen is a well known industrial town in Germany and Deinki is Japanese for electric company). His products were very good quality and the fact that they sounded German and Japanese also helped. He did quite well. In 1970s he branched out into electronic products and again looked for a German name. This time he chose Koenig, and Koenig Electronics was born. In 1990s after graduating from college I was looking for a name for my company and Koenig Solutions sounded just right. Initially we had marketed under the brand of Digital Equipment Corporation but DEC went out of business and we switched to the Koenig name. Koenig is difficult to pronounce and marketeers said it is not a good choice for a B2C brand. But it has proven lucky for us.” – Says Rohit Aggarwal (Founder and CEO - Koenig Solutions)
All our trainers are fluent in English . Majority of our customers are from outside India and our trainers speak in a neutral accent which is easily understandable by students from all nationalities. Our money back guarantee also stands for accent of the trainer.
Medical services in India are at par with the world and are a fraction of costs in Europe and USA. A number of our students have scheduled cosmetic, dental and ocular procedures during their stay in India. We can provide advice about this, on request.
Yes, if you send 4 participants, we can offer an exclusive training for them which can be started from Any Date™ suitable for you.