10 Courses and Certifications

Online Apache Spark Courses & Certifications

Are you into big data processing? Apache Spark is a window to step into working with big data processing. Apache Spark is an open-source cluster-computing framework used for large-scale data processing. Being fast and easy to use, Apache Spark is used by many organisations and companies around the world creating more opportunities for professionals skilled in Apache Spark. Professionals certified in Apache Spark can work in the sectors of manufacturing, financial services, healthcare and retail sectors as Apache Spark is used widely in them. You can be an  Apache Spark professional by pursuing Apache Spark courses and free Apache Spark courses which will help you to make a better understanding. 

What is Apache Spark?

Apache Spark is an open-source big data processing framework. You can analyse data in real time making use of it.  It also can support graph processing, machine learning, SQL and streaming. Having the knowledge of programming languages of Java, Scala, Python and R will be very handy while taking the Apache Spark. As Apache Spark is used widely in manufacturing, fintech, healthcare and many other sectors, the scope for the Apache Spark courses is high. 

Who can Pursue Apache Spark Courses?

The Apache Spark courses can be pursued by the learners if,

  • They are interested in data science

  • They have plans to work with big data. 

Eligibility Criteria of Apache Spark Courses

There are no undergraduate and postgraduate courses in Apache Spark itself. Rather, it is provided as a specialisation in data science courses and requires some qualification. However, to pursue the Apache Spark online courses and Apache Spark crash courses, having an interest in the topics and the basic education qualification is enough. The eligibility criteria for UG and PG-level Apache Spark courses are as follows. 

UG-level Apache Spark Courses

  • To enrol in undergraduate programmes with specialisation in Apache Spark, the learners will have to successfully complete their 10+2 from one of the recognised broads with a minimum mark of 50%. 

PG-level Apache Spark Courses

  • For admission to PG programmes with specialisation in Apache Spark, the students must hold graduation in engineering or a related discipline with 50% marks. 

Skills Required for Apache Spark Courses

Skills required for Apache Spark courses will vary based on the level of the programme you opt for. The advanced Apache Spark courses will demand having prior knowledge of programming languages and basic skills in data processing and data science. Some of the key skills that may be handy while doing the Apache Spark classes and Apache Spark online training and while working with Apache Spark are enlisted below. 

  • Programming languages like Scala, Python and Java. 
  • Data processing 
  • Data visualisation
  • Machine learning    

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What You Will Learn in Apache Spark Courses

What you will learn in the Apache Spark training is completely dependent on the level of programmes you are enrolled in. The beginner-level Apache Spark courses will help you learn and explore the fundamentals whereas the advanced Apache Spark certification programmes will provide a deep understanding of the whole gamut of aspects of Apache Spark. Some of the topics you can cover in the Apache Spark courses are:

  • Spark Architecture
  • Spark Components
  • SparkR
  • Working with RDDs
  • Machine Learning Models
  • Streaming
  • Internals of Spark
  • DataFrames
  • Spark SQL
  • Spark MLLib
  • Machine Learning Fundamentals

Popular Apache Spark Certification Courses

Apache Spark developer certification courses will discuss different aspects and areas of Apache Spark. You can enrol in online Apache Spark courses based on your interests and preferences of the topics. You can find many Apache Spark online courses across online learning platforms like Udemy, Coursera, IBM and Jigsaw Academy. Some of the best Apache Spark certifications are provided in the table below. 

Course

Provider

Duration 

Fee

Apache Spark In-Depth Spark with Scala


Udemy

Self-paced 

Rs 3,499

Apache Spark (TM) SQL for Data Analysts


Databricks via Coursera

9 Weeks


Rs 3,878


Introduction to Big Data with Spark and Hadoop


IBM via Coursera



6 Weeks


Rs 3,087

Apache Spark Certification Course


Jigsaw Academy


1 Month

Rs 6,600

Certificate in Apache Spark


Vskills


Self-paced 


Rs 3,499


Career Opportunities After Apache Spark Courses

Apache Spark skills will help you to fit into various jobs in data science. Companies, business organisations and healthcare institutions need professionals certified in Apache Spark to process the data from a large set of data. Some of the job opportunities available after the completion of Apache Spark courses and Apache Spark certification courses are: 

Popular Online IT Courses and Certifications

Salary Trends in Apache Spark

The salary trends for the professionals in Apache Spark will be comparatively high as there is better demand for them in the job market. The salary hike and promotion are completely based on the skills they have and the experience they acquired. Check the table provided below to know some of the job profiles available for Apache Spark professionals and their average salary in India. 

Job Profile

Average Salary 

Data Analyst

Rs 491,296  p.a. (Approx.)

Big Data Analytics Engineer

Rs 7,38,500  p.a. (Approx.)

ML Engineer

Rs 749,613 p.a. (Approx.)

Data Scientist

Rs 903,864 p.a. (Approx.)

*Source: Payscale & Glassdoor 

Scope of Apache Spark Courses

The scope of Apache Spark courses is very obvious as it is highly used by companies for the analysis of big data. Compared to other large-scale data processing frameworks, Apache Spark is easy to use and fast. Plus, Apache Spark is used in organisations that belong to various industries like retail, manufacturing, healthcare and financial services. Given this, Apache Spark will promise more career opportunities in the future. 

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Top Recruiters in Apache Spark

Being one of the widely used big data distributed processing frameworks, Apache Spark is used by thousands of companies and business organisations. These companies as well as other MNCs will recruit professionals who have skills and knowledge of Apache Spark.. Some of the recruiters of Apache Spark professionals are listed below. 

  • Zillow
  • Yelp
  • Hearst Corporation
  • GumGum
  • Intent Media

Apache Spark Courses by Top Providers

Check the table below to know the Apache Spark courses offered by popular educational technology companies. 

Databricks Apache Spark Courses & Certifications

Edu Plus Now Apache Spark Courses & Certifications

Jigsaw Academy Apache Spark Courses & Certifications

Vskills Apache Spark Courses & Certifications

Microsoft Corporation Apache Spark Courses & Certifications

Coursera Apache Spark Courses & Certifications

Udemy Apache Spark Courses & Certifications

IBM Apache Spark Courses & Certifications



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FAQs

Q) Are Apache Spark courses worth taking?

Ans) Yes, Apache Spark courses are worth taking as the demand for professionals with an understanding of Apache Spark is on the rise in the job market. Many companies prefer Apache Spark for data processing because of its speed and flexibility. 

Q) Which online learning platforms offer online Apache Spark courses?

Ans) Online Apache Spark courses are offered by various online learning platforms like Udmey, IBM, Coursera, Vskills and Microsoft Corporation. 

Q) What are the skills required while taking Apache Spark courses?

Ans) While taking the Apache Spark courses, certain skills will be very beneficial like the knowledge of one or two programming languages, data processing and data visualisation. 

Q) What career opportunities can I pursue after the Apache Spark courses?

Ans) After the completion of Apache Spark courses, you can go for the career options like Apache Spark application developer, data scientist, data analyst and data engineer. 

Q) What is the average salary of an Apache Spark application developer in India?  

Ans) The average salary of an Apache Spark application developer in India is approximately Rs 6.6 lakh per annum. 

Career Category
Specialization
Job Role
Skills

Pricing

-
To
Apache Spark TM SQL for Data Analysts

Offered by

Databricks via Coursera
Certificate

Apache Spark (TM) SQL for Data Analysts

Apache Spark (TM) SQL for Data Analysts is a 13 hours completion time online programme. The courses are developed for intermediate-level candidates who have familiarity with SQL.  Apache Spark (TM) SQL for Data Analysts Certification Course is curated by Kate Sullivan, the technical curriculum developer. The online programme is one of the courses of the Data Science with Databricks for Data Analysts Specialization that is offered by Databricks, the data and AI firm.

Apache Spark (TM) SQL for Data Analysts Training, administered by Coursera, will walk you through the data analysis, SQL and Apache Spark which is one of the most sought-after tools in big data analytics.  Apache Spark (TM) SQL for Data Analysts Certification by Coursera will also provide the learners with practical exposure to Apache Spark through various practical exercises. 

...Read More
9 Weeks
Intermediate
4,051
Skills Covered:
Knowledge of Apache Spark
Introduction to Big Data with Spark and Hadoop

Offered by

IBM via Coursera
Certificate

Introduction to Big Data with Spark and Hadoop

Introduction to Big Data with Spark and Hadoop is a beginner-level online course offered by Coursera in collaboration with IBM. The course, which can be covered in about 13 hours, will guide and introduce the learners to Big data with Spark and Hadoop.   Introduction to Big Data with Spark and Hadoop Certification Course is part of two different programmes or specializations offered by IBM, namely, IBM Data Engineering Professional Certificate and NoSQL, Big Data, and Spark Foundations Specialization. 

Introduction to Big Data with Spark and Hadoop Training, provided by Coursera, will help the learners to learn Big Data with Hadoop, the implication of Big Data in Big Data Analytics, Resilient Distributed Datasets (RDDs), and many more. Introduction to Big Data with Spark and Hadoop Certification by Coursera demands from the learners 7 weeks of study which means the learners will have to dedicate 1-2 hours per week. The course will provide the candidates with an insight into the  Big Data processing tools and their features, limitations, benefits, and applications. 

...Read More
6 Weeks
Beginner
Free
Skills Covered:
Knowledge of Big Data Knowledge of Apache Spark
Perform data science with Azure Databricks

Offered by

Microsoft Corporation via Coursera
Certificate

Perform data science with Azure Databricks

Performing data science with Azure Databricks requires about 26 hours to complete. Microsoft is the associate of Coursera in designing and delivering the online programme. This certification is a sub-programme in the five-course umbrella programme of the Microsoft Azure Data Scientist Associate (DP-100) Professional Certificate. As experienced and expert professionals prepare the programme at Microsoft, the learners can have intensive training on data science processes with Azure Databricks, Databricks Azure, Azure Spark and Apache Spark

Perform data science with Azure Databricks Certification Course, offered by Coursera, an intermediate-level programme. The learners of this programme should have experience with using  Python for data exploration and machine learning models with open-source frameworks, such as TensorFlow, Scikit-Learn and  PyTorch. Perform data science with Azure Databricks Certification by Coursera can be taken and covered at the learners’ pace. 

...Read More
6 Weeks
Intermediate
3,990
Skills Covered:
Data science knowledge Knowledge of Apache Spark

Offered by

Jigsaw Academy
Certificate

Apache Spark Certification Course

Jigsaw Academy, one of the top institutes for data science training, is offering the Apache Spark Certification Course programme online. The Apache Spark Certification Course certification course aims at helping students get a better knowledge of data analytics. Moreover, participants will get an in-depth understanding of the quick and most sought data processing engine for data analytics. While the candidates are enrolled in this programme, they will get the training via real-life case studies across all the modules. The candidates will also get to learn and understand Spark MLLib and Spark Internals in Big Data and Analytics Industry. 

The programme offered by the experts at Jigsaw Academy enables the candidates to easily understand and become skilled in handling and operating Spark Technology. The use of technology in the business world has increased heavily. Business organisations are largely dependent on technology for their various business operations. Various data processing engines are becoming increasingly useful and important for day to day work for organisations. Apache Spark is one such open-source engine which helps in efficiently handling problems related to Big Data. 

...Read More
1 Months
6,600
Skills Covered:
Knowledge of Apache Spark

Offered by

Swiss Federal Institute of Technology Lausanne via Coursera
Certificate

Big Data Analysis with Scala and Spark

Big Data Analysis with Scala and Spark is an online course offered by Coursera that has been taken by 93,905 learners so far. The certificate programme is part of the 5-course Functional Programming in Scala Specialization which is administered by cole Polytechnique Fédérale de Lausanne (EPFL). Big Data Analysis with Scala and Spark Certification Course is prepared and delivered by Prof. Heather Miller who is an assistant professor at Carnegie Mellon University. 

Offered by Coursera, Big Data Analysis with Scala and Spark Training will provide a thorough understanding of big data analysis with the help of Spark and Scala, Scala Programming, SQLBig DataApache Spark, the programming model of Spark, and many more.  Big Data Analysis with Scala and Spark Certification by Coursera will also provide a practical understanding of Spark and Scala with hands-on examples. 

...Read More
4 Weeks
Intermediate
3,878
Skills Covered:
Programming skills Knowledge of Big Data SQL knowledge Knowledge of Apache Spark
Spark

Offered by

edu plus now
Certificate

Spark

The ‘Spark’ online course is focused on delivering the students a comprehensive understanding and the details of processing data and other data operations. The online certification program is provided by the education provider platform Edu Plus Now in collaboration with the Indian Statistical Institute. The course classes are scheduled to be held for four days for the students belonging to any domain.

The course classes are conducted through a virtual learning environment and the students are equipped with the experimental learning experience through the industry-oriented curriculum and proficiency in the concepts of Spark Streaming and Spark SQL. The participants of the program will work on projects in different sectors. 

The ‘Spark’ online certification training enables students to receive the certificate after completing the course with professional guidance from experts of the industry and academic institutions. Working professionals with tough schedules can fit in the classes as they have separate batches for students.

...Read More
4 Days
10,000
Skills Covered:
Programming skills Statistical skills Data science knowledge Knowledge of Apache Spark

Offered by

Udemy
Certificate

Taming Big Data with Apache Spark and Python - Hands On!

Taming Big Data with Apache Spark and Python - Hands On online certification is developed by Sundog Education, Online Learning Platform, Frank Kane, Founder - Sundog Education and Machine Learning Professional and offered by Udemy Inc., a US-based online learning platform to help individuals boost their careers.

Taming Big Data with Apache Spark and Python - Hands-On online course is quite interactive for learners where they will spend the majority of their time working along with the instructor to build, evaluate, and run real code – both locally and in the cloud using Amazon's Elastic MapReduce service. Taming Big Data with Apache Spark and Python - Hands-On online training offers  20+ downloadable materials and 7 hours of pre-recorded lectures to help learners create, run, and study. The course will also cover spark-based technologies such as spark SQL, spark streaming, GraphX, etc. Interested candidates can enrol themselves in the course by making an online payment through any online mode of payment to purchase the lifetime subscription to the course.

...Read More
3,199
Skills Covered:
Knowledge of Python Knowledge of Big Data Knowledge of Apache Spark

Offered by

Udemy
Certificate

Apache Spark In-Depth Spark with Scala

Apache Spark In-Depth (Spark with Scala) course is an online short certificate course created by Harish Masand, a Technical Lead, that helps the participants to possess an in-depth understanding of Apache Spark. The learners will explore all the aspects of  Apache Spark which is an open-source unified analytics engineer for big data processing with in-built modules for graph processing, streaming, machine learning, and SQL.

Apache Spark In-Depth (Spark with Scala)  online course, provided by  Udemy, enables the students to learn the Apache Spark from the very beginning to the advanced concepts including simple word count program, Application Development and Deployment, Performance Tuning, Optimization, Spark Structure Streaming, Batch Processing, and whatnot. The candidates who are looking forward to taking the programme are recommended to have the fundamentals of  Hadoop and Scala. Apache Spark In-Depth (Spark with Scala)  certification is designed specifically for those who want to pursue a career in Data Engineering, Big Data, Hadoop, or  Spark. Udemy will provide the learners with a certificate of completion at the end and lifetime access to the learning materials. The interested folk can join the programme by giving the payment of a fee.

...Read More
3,499
Certificate in Apache Spark

Offered by

Vskills
Certificate

Certificate in Apache Spark

Certificate in Apache Spark course is a 42 hours programme that is an approach of the provider Vskills. These days including the top open-source software Apache Spark has gained popularity in the big data processing industries. This Vskills certificate with lifelong validity will provide recognition to the skills in Apache Spark that will help in standing out amongst the peers.

Certificate in Apache Spark training with foundational knowledge in Apache Spark will help the participants perform large-scale data analytics along with big data analytics for processing tasks. It shall be understood after this course that Apache Spark will integrate Kubernetes, and Hadoop with other programming languages like Python, SQL, and Java. The end certificate holders will also be tagged as Vskills certified on job platforms like Shine.com. The Apache Spark professionals shall be hired for performing management tasks, engineering tasks, and data processing.

...Read More
3,499
Skills Covered:
Machine learning Knowledge of Apache Spark
Scalable Machine Learning on Big Data using Apache Spark

Offered by

IBM via Coursera
Certificate

Scalable Machine Learning on Big Data using Apache Spark

The IBM advanced data science qualification curriculum includes the Scalable Machine Learning on Big Data using Apache Spark online course which provides students with much-needed insights to scale up the machine learning and data science methods in Apache Spark on big data sets. 

The Scalable Machine Learning on Big Data using Apache Spark syllabus will teach about datasets that need capabilities beyond a single computer and Apache Spark provides the open source-based framework and comes as a part of the IBM Artificial Intelligence Engineering. 

It is an intermediate difficulty level coursework that is fully online and provides a verified certificate. The Scalable Machine Learning on Big Data using Apache Spark by Coursera takes a total duration of 6 hours to complete and is taught in the English language along with subtitles provided for student comfort. The course will help candidates with prerequisite knowledge on programming, SQL and machine learning with a flexible deadline and serve as a great asset for anybody aspiring to be a Machine Learning Engineer. 

...Read More
Intermediate
Free
Skills Covered:
Machine learning Knowledge of Apache Spark

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