PySpark Training

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PySpark Course Overview

Detailed overview


Accelerate your career with advanced data processing and analytics skills through our PySpark Training. Our training program is curated for individuals and professionals looking to enhance their skills in PySpark and big data analytics. Our Training offers the best learning resources and hands-on practical knowledge of big data analytics, data processing, and PySpark programming. Experienced trainers from the industry will deliver the sessions, which will be interactive and informative and make your career path successful.

What is PySpark 

PySpark is an open-source large-scale data processing framework and a Python API for Apache Spark. It holds a set of libraries helpful in data processing within a distributed ecosystem through Python. In other words, PySpark is a combination of Python and Apache Spark.


Services provided by HKRTrainings


There are a set of services we offer to our learners. These include the following:

  • Updated curriculum designed with industry standards.
  • Hands-on skills provided with real-time projects.
  • Practice exercises and assignments are provided to gain expertise.
  • Advanced skills will be taught by expert trainers from industry.
  • Full support and guidance for certification preparation with flexible learning options.


Career Path

After this training program on PySpark, all trainees can go for a dynamic career path exploring multiple job roles. These include Big Data Engineers, Data Analysts, BI Developers, Data Engineers, etc.


Who Should Attend


The following individuals and professionals are eligible to attend this course:

  • Data Scientists
  • Data Analytics Professionals
  • Big Data Professionals
  • Software Developers
  • ETL/DW Professionals
  • Big Data Architects


What you'll learn and Skills you'll gain upon completion of our Training


The following are the top skills you will learn and gain expertise after this Training:

  • Get a detailed understanding of PySpark programming features and its architecture.
  • Learn the concepts of Python and Hadoop HDFS.
  • Understand the process of data transformation, manipulation, and extracting insights.
  • Learn the data warehousing basics and Big Data processing.
  • Gain insights into ML models using PySpark.
  • Get expertise on various data sources, UDFs, concepts of Accumulator, and Broadcast in PySpark.
  • Get hands-on skills to use PySpark applications in real time.


Certification Path

The updated skills you gain from this Training in PySpark will help you appear for the PySpark Certification. This certification validates your PySpark skills and opens the door for multiple career opportunities in the data processing field.


Earn a Career Certificate from HKRTrainings

After completing the PySpark online program with us by attending all the training sessions, you will get a career certificate from our institute. It will be a course completion certificate on PySpark skills you learned from our Training. It is valid across the industry, which you can add to your profile and share with the companies to explore multiple jobs.


Which certification you can clear after completion of our training

After the course completion on PySpark, you can prepare for and clear the PySpark Certification exam. This certification will prove your ability to demonstrate the skills of PySpark in real-time.


Advantages of our Training


The following benefits you will get from our Training in PySpark skills:

  • Get hands-on learning experience, including real-time projects.
  • Learn practical skills through practicing exercises, solving assignments, etc.
  • Get trained by industry experts with hands-on PySpark skills.
  • Gain the latest insights on the Big Data processing trends.
  • Learn with the updated PySpark curriculum based on industry standards.
  • Flexible training schedules to learn and practice PySpark skills.
  • Full support from the trainers and timely solutions to queries will be provided.
  • Highly interactive and engaging training sessions on PySpark with real-time scenarios.


Industry Trends

Our PySpark program is designed to deliver regular Training covering the latest Apache Spark and Big Data analytics industry trends. These insights will keep you updated with the latest happenings in the IT industry.


Future of PySpark

There is a bright future for PySpark within the IT industry. As many top organizations leverage big data analytics with advanced features to gain insights, the demand for PySpark-skilled professionals is growing. It is the most sought-after career in Data Engineering, Data Science, and Data Analytics.


Key Features


  • Complete coverage of all the concepts in PySpark and its components.
  • Hands-on practical knowledge will be delivered to apply in real-time.
  • Better opportunities to explore will be there after becoming skilled in PySpark applications.
  • Real-time projects to work using the PySpark application.


Roles Related to PySpark


The following are the top job roles to explore related to PySpark:

  • Big Data Engineer
  • Data Scientist
  • PySpark Developer
  • Big Data Analyst


Placement Support from HKRTrainings

Our training program not only includes practical and hands-on Training, but we also provide complete placement guidance and support. We help our PySpark learners build an updated resume, including all the skills and share it with the hiring companies. If their profile is selected, they will get a call for an interview. 


Certification Support from HKRTrainings

We provide complete guidance and support through expert Training, access to learning resources, and study materials to make you PySpark Certified.


Top Companies using PySpark


The following top companies use PySpark and its components in their developments and business operations.

  • Amazon
  • Cognizant
  • Airbnb
  • Hitachi Solutions
  • Uber
  • PayTM
  • Netflix
  • ITC Infotech


Top Hiring Companies for Professionals


The top global companies hire PySpark professionals with good skills for different roles.:-

  • HCLTech
  • Google
  • IBM
  • TCS
  • Oracle
  • Infosys
  • PwC
  • Allegis Group


Tools Covered


The following skills and tools you will explore while learning PySpark:

  • Apache Spark
  • Big Data Analytics
  • PySpark for Big Data
  • Hadoop and Spark RDD
  • Spark SQL and Machine Learning with Spark


Why should you take Training with us


  • Get updated knowledge on PySpark through industry-experienced trainers.
  • Hands-on real-time projects on PySpark to apply your training skills.
  • Industry-relevant career-oriented course curriculum covering all the essential skills.
  • Flexibility to learn online with different training options at an affordable price.
  • Placement guidance and certification preparation support with learning material access.


Who are Trainers in HKRTrainings

Our course trainers are well-skilled and PySpark-certified professionals with experience in training students. They also have a lot of experience in the IT industry. Further, they make learning interesting and engaging with real-time scenarios.


What is Training Cost


The cost of Training for the PySpark program may vary with the mode of Training you choose. We offer different learning options for our PySpark trainees. Further, we also provide course offers and discounts occasionally to help students. Hence, you can visit our website or contact our support team members to get the details of this course, including training costs.

Training Path


Our PySpark Training path is designed to cover all relevant skills from basics to advanced levels. This learning will help you become an expert in data processing skills by the end of this course. 


PayScale of Professionals


The pay scale of PySpark Professionals may vary with the changing positions from entry-level to senior level. There is a good demand for PySpark experts with advanced skills and hands-on experience. Professionals like Data Analysts in India earn an average salary between Rs. 5 to 7 Lakhs p.a. The Data Analyst salary in the US starts from approximately $76K, which may increase to $125K with the growing skills and experience.


Official References


Check these official references related to PySpark to get additional information on the latest updates.


Community Link


Join the collaborative PySpark Community of learners, professionals, and experts with Big Data processing skills. Share insights, get resolutions for various queries, and stay updated with the new changes in the PySpark environment.


Documentation Link


Access the Apache Spark Documentation to deeply understand PySpark and its various aspects, including tutorials, APIs, etc.


Register for Certification Link


If you want to prepare for the official PySpark Certification, you can register using this link.


Recent Tech-related News

Following our learning resources, stay informed of the latest tech news in big data and PySpark. It will help you get updated and informed about the industry trends.


Follow-On Courses

Check our advanced training courses and certifications to add more skills to your profile apart from the PySpark.


To apply for the PySpark Training Certification, you need to either:

  • You should have basic skills in Big data.
  • It would be best if you learned Python Programming basics.
  • It will be an added advantage if you have basic Data Analytics skills.

PySpark Training Certification Objectives

PySpark Training is meant for professionals and aspirants willing to learn PySpark skills and make their career in this field. HKR Trainings offers the best skills in PySpark, which will help you become a professional.

  • Graduates & Freshers
  • Data Warehousing Professionals
  • Big Data Engineers
  • ETL Professionals
  • Software Developers & BI Experts
  • Aspirants looking to make a career in PySpark

There is no need for any prerequisites to join the PySpark Course. However, it will be beneficial if you have the basic skills in:

  • Python Programming
  • Big data
  • Data Analytics

PySpark Training Course Content

Course Content is the most important section for the aspirants who wish to learn in detail because they find core information on the particular course in that section only. HKR team will concentrate keenly while designing the course content for all the training courses.  PySpark course Curriculum covers all the core fundamentals of PySpark to provide you ways to clear the certification exam. The following are PySpark course content modules that we are going to cover in this training.

  • Environment Setup

  • Decision Making

  • Loops and Number

  • Strings

  • Lists

  • Tuples

  • Dictionary

  • Date and Time

  • Regex

  • Functions

  • OOPS

  • Files I/O

  • Exceptions

  • SET

  • Lambda

  • Map and filter

  • What is HDFS ?

  • How the data stored in HDFS ?

  • What is BLOCK ?

  • Replication Factor in HDFS ?

  • Command in HDFS ?

  • What is Hadoop platform Why Hadoop platform What is Spark

  • Why spark Evolution of Spark

  • Hadoop Vs Spark (Spark Benefits )

  • Architecture of Spark Define Spark Components Lazy Evaluation

  • Spark-shell spark submit

  • Setting Up memory (Driver Memory

  • Executor Memory)

  • Setting Up Cores (Executors Core) Running Spark in Local

  • Hadoop Map Reduce VS Spark RDD

  • Benefits Of RDD Over Hadoop Map Reduce

  • RDD overview Transformations and actions in the context of RDDs.

  • Demonstrate Each Api's of RDD

  • With Real Time Example(Like:cache

  • uncancahe

  • count

  • filter

  • map etc)

  • Magic With Data frames

  • Overview Of data frames

  • Read a CSV/Excel Files And create a data frame.

  • Cache/Uncahe Operations On data frames.

  • Persist/UnPersist Operations On data frames.

  • Partition and repartition Concepts of data frames.

  • For each Partitions On Data frames.

  • Programming using data frame. How to use data frames Api's effectually.

  • A magic spark Job using data frame concept.(small project)

  • Schema Defining on from data frame How to perform SQL operations On data frame.

  • Check Point in data frame.

  • StructType and arrayType in data frames

  • Complex Data Structure on data frame

  • CSV files Excel Files JSON Files Parquet file

  • Benefits of Parquet file Text Files







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PySpark Training Options

Live Online Training

  • Interactive sessions
  • Learn by doing
  • Instant doubt resolution
  • Expert's guidance
  • Industry-ready skills


Start Date



6-Dec - 5-Jan

09:30 AM IST


10-Dec - 9-Jan

11:30 AM IST


14-Dec - 13-Jan

01:30 PM IST

Ends in h : m : s

1:1 Live Online Training

  • Exclusive training
  • Flexible timing
  • Personalized curriculum
  • Hands-on sessions
  • Simplified Learning
Exclusive learning from industry experts

Self-Paced E-Learning

  • Skillup easily
  • Learn in no hurry
  • Less expensive
  • Unlimited access
  • Convenient
Hone your skills from anywhere at anytime
our instructor

Corporate Training

Training for Employees

HKR will help you learn anytime, anywhere with easily accessible online training. Experience immersive learning and equip your teams with the skills of tomorrow.

We deliver the right skills to the aspirant from day one that meets today's business requirements. It also helps to increase the productivity of the employee. So, joining HKR Trainings means becoming extremely productive to achieve goals in real-time.

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Hire Train Deploy

We at HKR Trainings provide the best IT Training skills on different technologies to the aspirants that meet the existing industry standards. Our training courses are up to date and make the aspirants job-ready with real-time working knowledge.

We deliver the right skills to the aspirant from day one that meets today's business requirements. It also helps to increase the productivity of the employee. So, joining HKR Trainings means becoming extremely productive to achieve goals in real-time.

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PySpark Training Projects

PySpark Training Certification FAQ's

PySpark is a Python interface for Apache Spark. In addition to letting you create Spark applications using Python APIs, it also offers the PySpark shell for interactive data analysis in a distributed setting.

Yes! Right from the first day of your Pyspark training, our trainers make sure that you understand all the concepts and provide you with complete guidance to reach your dream job. And when you complete your course, we will also assist you in your resume preparation which will give you the confidence to clear your interview. Moreover, We are also tied up with some corporate companies. So when they have a requirement, we send your profiles to them.

At HKR, we provide a free demo session for training seekers so they can check our quality and method of education before they enroll.

Our trainers are real time experts who are presently working on particular platform on which they are providing training.

If you have any more questions about our courses, offers, Modes of training, etc., you can mail us at We will reach you within two Working days.

HKR Trainings assures that the learners get a quality course from our trainers. You (the learners) will have lifetime access to recorded sessions. So in case of any doubts, you can watch these recorded sessions or even can ask your trainers tO clarify them. Moreover, you will also be working on a real-time project which will help you understand the concepts more clearly. So there is no question of not being satisfied.

Every class is recorded. If you have missed your class, you can learn those concepts from the recorded sessions of the missed class. So, No worries! 

PySpark is simple to learn if you already have a fundamental knowledge of Python, SQL, and the Apache Spark framework.

At HKR Trainings, you can learn Pyspark within 25 to 30 hours. We also offer Weekend and fast track sessions for interested individuals to complete the course as per their convenience and requirement.

PySpark is an excellent language to learn if you're already familiar with Python and tools like Pandas. Python is good for building more scalable analyses and pipelines. In a nutshell, Apache Spark is a computational engine that handles massive data sets by processing them in parallel and batch systems.

PySpark was created by Apache Spark and provides an API for Python, not a programming language. In Python programming, it is used to work or integrate with RDD. This enables us to carry out the computations and tasks on enormous volumes of data sets and analyze them.

PySpark offers reliable and affordable methods for executing machine learning algorithms on trillions of data points on distributed clusters 100 times more quickly than with conventional Python programmes. Many companies, including Amazon, Walmart, Trivago, Sanofi, Runtastic, and many more, have been using PySpark.

The other Spark Certification courses to learn apart from the PySpark Course include:

  • Apache Spark Certification Course
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