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Intellipaat’s Spark Master’s Training is designed by experts in the industry. In this certification program, you will come across the significant concepts and modules such as Python, Python libraries and frameworks, Spark, Pyspark, Scala, etc. and become proficient in the same. Further, in this certification program, you will attain all the necessary skills to become a professional in this domain. Throughout the entire duration of this training program, we will offer 24 hours of online assistance wherein you can effortlessly clear all yourRead More..
In collaboration with
Apache Spark and Scala
Spark Using Java
In this course, you will cover the following concepts:
To take up this course, you need to have a good knowledge of Python or any other programming language. Besides, you must have a good understanding of SQL or any other database query language. Moreover, having experience working with UNIX or Linux systems can be beneficial for you.
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Troubleshoot and recommend code analysis of Spark in order to deal with complex problems on Spark SQL, Spark core internals, Databricks Delta, and Structured Streaming.
Develop a collection of libraries accelerated by GPU for Machine Learning, data analytics, and data processing.
Create and optimize the distributed computing strategy of the DAG execution.
Use your technical knowledge in the various Software Development Life Cycle stages, like design and application architecture definition.
Integrate Databricks into the ecosystems of Azure from both consultative and administrative standpoint.
Design, integrate, and implement tasks that help to manage marketing and sales data.
Spark ML application
Spark using Java
40 Hours 11 ModulePreview
Module 01 – Java Fundamentals
Module 02 – Object oriented programming
Module 03 – Java Collections
Module 04 – Java Packages
Module 05 – Introduction to XML
Module 06 – Java Database Connectivity
Module 07 – Java Servlets
Module 08 – Java Server Page
Module 09 – Spring and Hibernate Frameworks
Module 10 – Advanced Spring and AJAX
Module 11 – Service Oriented Architecture
Apache Spark and Scala
24 Hours 23 ModulePreview
Module 01 – Introduction to Scala
Module 02 – Pattern Matching
Module 03 – Executing the Scala Code
Module 04 – Classes Concept in Scala
Module 05 – Case Classes and Pattern Matching
Module 06 – Concepts of Traits with Example
Module 07 – Scala–Java Interoperability
Module 08 – Scala Collections
Module 09 – Mutable Collections Vs. Immutable Collections
Module 10 – Use Case Bobsrockets Package
Module 11 – Introduction to Spark
Module 12 – Spark Basics
Module 13 – Working with RDDs in Spark
Module 14 – Aggregating Data with Pair RDDs
Module 15 – Writing and Deploying Spark Applications
Module 16 – Parallel Processing
Module 17 – Spark RDD Persistence
Module 18 – Spark MLlib
Module 19 – Integrating Apache Flume and Apache Kafka
Module 20 – Spark Streaming
Module 21 – Improving Spark Performance
Module 22 – Spark SQL and Data Frames
Module 23 – Scheduling/Partitioning
42 Hours 12 ModulePreview
Module 01 – Python Environment Setup and Essentials
Module 02 – Python language Basic Constructs
Module 03 – OOP concepts in Python
Module 04 – Database connection
Module 05 – NumPy for mathematical computing
Module 06 – SciPy for scientific computing
Module 07 – Matplotlib for data visualization
Module 08 – Pandas for data analysis and machine learning
Module 09 – Exception Handling
Module 10 – Multi Threading & Race Condition
Module 11 – Packages and Functions
Module 12 – Web scraping with Python
24 Hours 13 ModulePreview
Module 01 – Introduction to the Basics of Python
Module 02 – Sequence and File Operations
Module 03 – Functions, Sorting, Errors and Exception, Regular Expressions, and Packages
Module 04 – Python: An OOP Implementation
Module 05 – Debugging and Databases
Module 06 – Introduction to Big Data and Apache Spark
Module 07 – Python for Spark
Module 08 – Python for Spark: Functional and Object-Oriented Model
Module 09 – Apache Spark Framework and RDDs
Module 10 – PySpark SQL and Data Frames
Module 11 – Apache Kafka and Flume
Module 12 – PySpark Streaming
Module 13 – Introduction to PySpark Machine Learning
20 Hours 6 ModulePreview
Module 01 – Databricks Spark
Spark Using Java
6 Hours 2 ModulePreview
Module 01 – Spark Using Java
24 Hours 9 ModulePreview
Module 01 – Introduction to NoSQL and MongoDB
Module 02 – MongoDB Installation
Module 03 – Importance of NoSQL
Module 04 – CRUD Operations
Module 05 – Data Modeling and Schema Design
Module 06 – Data Management and Administration
Module 07 – Data Indexing and Aggregation
Module 08 – MongoDB Security
Module 09 – Working with Unstructured Data
12 Hours 12 ModulePreview
Module 01 – Linux Installation and Initialization (Automated)
Module 02 – Package management & Process monitoring
Module 03 – Services, Utilities, Important Files and Directories
Module 04 – Understanding SystemD
Module 05 – Linux User Administration
Module 06 – File System Management (Generic & LVM)
Module 07 – Advanced File System Management (Software RAID)
Module 08 – Server-Client Configurations (FTP / SFTP / HTTP)
Module 09 – Configuring Samba and SMTP
Module 10 – Firewall & IP Tables
Module 11 – Database Configuration (MySQL / Mariadb)
Module 12 – Using Control Panels to Manage Linux Servers (Webmin)
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Projects will be a part of your Spark Master’s program to consolidate your learning. It will ensure that you have real-world experience in Spark.
Movie Recommendation System
The project is designed to let you deploy Apache Spark and work with Spark MLLib. Also get to perform regression, clustering, dimensionality reduction, and collaborative filtering to build a movie recommendation system.
Tweet Analysis with Twitter API Integration
Learn to analyze tweets by integrating Twitter API. The project also lets you use any one of the scripting languages that include Python, PHP, or Ruby to request the API and receive the output in JSON format.
Wikipedia Data Exploration with Spark SQL
This project has been included to help you learn to combine Spark SQL with ETL applications, perform real-time data analysis, deploy Machine Learning algorithms, perform batch analysis, build visualizations, and process graphs.
Facebook Dataset Analysis of a Cosmetic Brand
As a part of this project, you will have access to the statistical data sets of the brand’s Facebook page. You will also be required to use a number of techniques and methods to perform the required tasks on the data.
Work with MongoDB Java Driver
Get practical exposure to working with MongoDB Java Driver to create a table for inserting videos using Java programming language. The project also allows learners to work on documents and collection with JVM and MongoDB.
WordPress Installation on CentOS7
Create an account on WordPress as a part of the project, using Flush Privileges to flush its database. Also, learn to successfully install a PHP module. Learners can get the package from the default repositories of CentOS directly.
Library Management System
The project has been designed to let learners build a library management system and perform various functions. The functions can be anything from adding books, adding members, issuing books, to returning books, and more.
Analyzing the Naming Pattern Using Python
This real-life based project has been included in the training to allow learners to work with the United States Social Security Administration (SSA) which has made the data available on the frequency of baby names from 1880 to 2016.
Analysis on Customer Churn Dataset
The project provides real-time experience in one of the scenarios of the Telecom industry. Use Data Science and data visualization to perform real-time analysis on the reliability of the employees of the Telecom industry.
The project gives a practical exposure to the applications of Python in web scraping. Also get a chance to work on various Web Scraping libraries, Beautiful Soup, Navigable String, parser, searching tree deployment, and more.
Senior Software Engineer | Gurgaon
This course helped me gain the right skills to make a career switch from a consultant to a Senior Software Engineer. The knowledge of Hadoop and the right tools was the main reason for my transition.
Senior Software Engineer
Big Data Professional | India
Intellipaat has provided me with great content as per my requirement to shift from Software Engineering to Big Data. I recommend their courses to everyone who wishes to aim for a successful career transition.
Senior Software Engineer
Big Data Professional
Big Data Expert | India
This course has helped me make a smooth career transition from a non-tech background to a Big Data Expert. My objective of gaining skills in data driven decision making after my MBA was fulfilled.
Big Data Expert
Data Scientist | India
Becoming a Data Scientist from a Customer Service Agent was possible only due to expert guidance by Intellipaat trainers. Even after working for 10 years in customer care, I am a Data scientist today.
Customer Service Agent
Data Scientist | Delhi
Intellipaat has given me the confidence that anyone can become a Data Scientist with its rich training and expert guidance. With the help of Intellipaat, I switched from a non tech role to Data Scientist.
Research Analyst | India
Post the training, I was able to shift from a Data Analyst to a Research Analyst with a 35% salary hike. I gained a deep understanding of technical skills, especially in analytics. I can’t thank you enough, Intellipaat.
Big Data Developer | Dallas
The training helped me make a career transition from Computer Technical Specialist to Big Data developer with a 60% hike. The online interactive sessions by trainers are the best thing about Intellipaat.
Computer Technical Specialist
Big Data Developer
Data Engineer | Pune
Intellipaat’s knowledgeable instructors aided me in transitioning from a fresher to a Data Engineer. They helped me understand topics and resolve doubts, allowing me to make a smooth transition.
Program Manager | Pune
Thanks to Intellipaat, I was able to switch to the role of a Program Manager from a Microsoft Dynamics Consultant. Gaining knowledge in the latest technologies as per industry standards helped me the most.
Microsoft Dynamics Consultant
ETL Developer | Maharashtra
Thanks to Intellipaat I was able to make a transition from Consultant to ETL Developer. The rich content has helped me get this role. I am extremely satisfied with my career today.
Splunk Administrator | Bangalore
I was a non-IT person before enrolling in the course. But I could make a transition to a Support Executive at IBM, all because of Intellipaat’s comprehensive content, expert trainers, and a great job assistance team.
55% Average Salary Hike
$1,18,000 Highest Salary
10000+ Career Transitions
300+ Hiring Partners
The Spark Master certification course is created in collaboration with IBM and Microsoft, two of the most leading organizations in the world. The video sessions available in this training will help you grasp all the significant concepts of Spark Master and acquire the necessary skill-sets.
After this training program, you will be capable of clearing the following certifications:
Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!
Career Oriented SessionsThroughout the course
Over 20+ live interactive sessions with an industry expert to gain knowledge and experience on how to build skills that are expected by hiring managers. These will be guided sessions and that will help you stay on track with your up skilling objective.
Resume & LinkedIn Profile BuildingAfter 70% of course completion
Get assistance in creating a world-class resume & Linkedin Profile from our career services team and learn how to grab the attention of the hiring manager at profile shortlisting stage
Mock Interview PreparationAfter 80% of the course completion.
Students will go through a number of mock interviews conducted by technical experts who will then offer tips and constructive feedback for reference and improvement.
1 on 1 Career Mentoring SessionsAfter 90% of the course completion
Attend one-on-one sessions with career mentors on how to develop the required skills and attitude to secure a dream job based on a learners’ educational background, past experience, and future career aspirations.
Assured InterviewsAfter 80% of the course completion
Assured Interviews upon submission of projects and assignments. Get interviewed by our 500+ hiring partners.
Exclusive access to Intellipaat Job portalAfter 80% of the course completion
Exclusive access to our dedicated job portal and apply for jobs. More than 400 hiring partners’ including top start-ups and product companies hiring our learners. Mentored support on job search and relevant jobs for your career growth.
Self Paced Training
Online Classroom Preferred
The course content, assignments and real-life projects are up to the mark. I am fully satisfied with the trainers who are experts and I am planning to enroll for some other courses from Intellipaat.
Intellipaat offers a practical and authentic platform to learners for gaining knowledge in the latest technologies. The course is flexible and can be managed along with work and home.
Intellipaat offers one of the best online Master’s courses for Spark. This course aims to help you master all the significant concepts of Spark, Python, Scala, and PySpark. Further, this online training will assist you in acquiring all the necessary skills required to become a Spark professional. Besides, throughout the duration of the course, we will provide 24-hour support.
You will have complete access to the course material and video lectures at no additional cost. After the course, you will work on assignments and real-time projects on certain modules that will give you an idea of your grasp of the concepts learned. You will also receive Spark certification not only from Intellipaat but also from IBM and Microsoft. Additionally, we will also provide job assistance via mock interviews, along with, resume preparation.
At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.
Intellipaat is offering 24/7 query resolution, and you can raise a ticket with the dedicated support team at any time. You can avail of email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our support team. However, 1:1 session support is provided for a period of 6 months from the start date of your course.
Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.
You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.
You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.
Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.
Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.