10 best Apache spark courses
Apache Spark is a unified analytics engine, that is open source and used for data processing. It is said to be fast, reliable, and developer-friendly that is used for large-scale SQL, batch processing, stream processing, and machine learning. One of the reasons why Apache Spark is a sought-after program is that it doesn’t process large data sets but can also distribute data processing tasks across multiple computers. This it either does on its own or in collaboration with other tools. In the world of machine learning and bog data, these two attributes are of foremost importance. Apache Spark helps developers by reducing their workload with an easy-to-use API. This eases a large portion of their responsibilities and productivity improves.
Apache Spark was developed in the AMPLab in UC Berkeley in 2009. It was a humble beginning leading the way to become one of the largest data processing software in the world. Apache Spark can work in various ways. It is adaptable to Java, Scala, Python, and R. Apache Sparks finds a host of institutions from myriad industries using it. Industries like finance, banking, telecommunications et al have found Apache Spark immensely useful. Tech giants like IBM, Facebook, and Apple are users of this software.
Due to the immense popularity of Apache Spark, the demand for specialists is ascending. Companies are on the lookout for individuals who are adept at rising to the challenge that the data processing industry throws at them. It is also imperative to know that those who aspire to master Apache Spark need to have a holistic knowledge of the entire data processing environment. Such a capability will help them further their careers.
In this article, we will have a look at the most popular online courses that are providing students with all the wherewithal enabling them to be successful in the domain of Apache Spark.
From the world-class stables of Udemy comes this course which trains students on a host of concepts. Students registering for this course will know how to use Data Frames and Structured Streaming in Spark 3 and get the understanding behind the working of Spark Streaming which lets data stream in real-time, use the MLLib machine learning library to answer common data mining questions, learn to Implement iterative algorithms such as breadth-first search using Spark et al. The course is exhaustive and has plenty of hands-on examples to help students understand the nuances of the program. Udemy is known to offer industry-standard and approved courses curated by domain experts. This course is no different. Quite a few top companies offer this course to their employees. With the growth of Apache Spark and the need for efficient data processing and analysis, the demand for qualified resources is set to further rise.
Key Features
- Exhaustive information provided pertaining to Apache Spark in collaboration with Python
- 20+ hands-on examples that enable students to get more real-life experience
- Industry-standard course curated by a domain expert
- Lifetime access to this course once registered
- Certification of completion at the end of the course
Course Details
| Course Duration | 7 hours |
| No. of Students Enrolled | 76234 |
| Rating of the Course | 4.5 |
| Price of the Course | $21.78 |
| Levels of the Course | Beginner |
| Website | Sign Up |
-
Apache Spark for Java Developers by Udemy
This course provides in-depth knowledge from Udemy and trains students about the real-life challenges that they might face while operating the language. There are a host of concepts that are part of the curriculum. Usage of functional style Java to define complex data processing jobs, learn to use SQL syntax to produce reports against Big Data sets, connect Apache Spark to Apache Kafka to process large data sets, and learn to build pipelines with Apache Kafka with the help of Structured Streaming. It is one of the many courses from Udemy that top companies offer to their employees. Students need to be aware of the various challenges that will befall them while in operation. These must be taken care of instantly without any loss of data and time. Companies are inducting Apache Spark in a big way and qualified resources are the need of the hour.
Key Features
- An exhaustive and finely detailed course to train students in Apache Spark
- Plenty of tests and examples to evaluate the progress of the students
- Industry-standard course curated by a domain expert
- Lifetime access to the course once registered
- Certification of completion at the end of the course
Course Details
| Course Duration | 21.5 hours |
| No. of Students Enrolled | 13543 |
| Rating of the Course | 4.5 |
| Price of the Course | $44.86 |
| Levels of the Course | Beginner |
| Website | Sign Up |
Udemy offers some of the best online courses on varied subjects and this is one of them. This course is designed to equip students with the requisite knowledge on operating two of the best data processing software, Apache Spark, and Scala. Apache Spark with Scala in collaboration is a developer’s biggest dream as they form an efficient team when it comes to big data and data processing. Some of the concepts that this course provides are the development of distributed code using Scala, framing of big data problems as Apache Spark scripts, building, deploying, and running Spark scripts through Hadoop clusters, and processing of continuous streams of data with Spark streaming. All Udemy’s courses are industry-standard and curated by a domain expert. These courses aim to equip students with proficient knowledge, this course being no different.
Key Features
- In-depth knowledge about the working of Apache Spark with Scala
- Understanding the various challenges that might appear through plenty of hands-on training through examples
- Quizzes and tests to evaluate the progress of students
- Industry-standard course curated by a domain expert
- Certification at the end of the completion of the course
Course Details
| Course Duration | 9 hours |
| No. of Students Enrolled | 83521 |
| Rating of the Course | 4.6 |
| Price of the Course | $16.65 |
| Levels of the Course | Beginner |
| Website | Sign Up |
Data streaming is an important part of data processing. It creates an environment where data is streamed in real-time. The language that helps do it is Spark Streaming which is part of Apache Spark. Python too is a popular language, and this course will train students on how to integrate the two. The course has plenty of examples that will give students a real-life feel. Apache Spark is a popular language with loads of functionalities. These help organizations efficiently process data and analyze them as well. Organizations are on the lookout for qualified human resources proficient in Apache Spark and courses like these help students qualify for those roles.
Key Features
- Quick and focused course training students on the nuances of Spark streaming with Apache
- Examples to show real-life challenges
- Quizzes to evaluate the progress of the student
- Industry-standard course curated by a domain expert
- Certification of completion at the end of the course
Course Details
| Course Duration | 3.5 hours |
| No. of Students Enrolled | 23729 |
| Rating of the Course | 3.9 |
| Price of the Course | $44.86 |
| Levels of the Course | Beginner |
| Website | Sign Up |
-
Apache Spark Essential Training by Linkedin Learning (Lynda)
Apache Spark is a useful tool that makes data processing easy. This is a comprehensive course that trains students on the intricacies of the language and its various uses of it. Apache Spark is a language that has taken the tech world by storm and many companies are implementing it at a scorching pace. Courses by LinkedIn Learning are industry standard and curated by domain experts. These courses are also some of the most recommended ones as they are popular with students due to their updated content.
Key Features
- An in-depth discussion about Apache Spark
- Quizzes to evaluate the progress of the student
- Industry-standard content curated by a domain expert
- Lifetime access to the course after registration
- Certification of completion at the end of the course
Course Details
| Course Duration | 1 hour 27 minutes |
| No. of Students Enrolled | 21058 |
| Rating of the Course | 4.5 |
| Price of the Course | $14.74 |
| Levels of the Course | Beginner |
| Website | Sign Up |
-
Apache Spark Essential Training: Big Data Engineering by LinkedIn Learning (Lynda)
Another course from the stables of LinkedIn Learning powered by Lynda aims to equip students with the requisite knowledge pertaining to Apache Spark. The language has seen tremendous growth in the recent past due to its easy-to-handle and robust data processing capabilities. Apache Spark is being inducted by organizations at a rapid pace and hence the ascendency in demand. The course discusses concepts like data pipelines and streaming networks to stream data, process, and store them. Machine Learning and ETL are discussed too as part of the course.
Key Features
- End-to-end exercise to test the skills of the students
- Quizzes to evaluate the progress
- Industry-standard course curated by domain experts
- A comprehensive discussion of the various concepts related to Apache Spark
- Certification of completion at the end of the course
Course Details
| Course Duration | 1 hour 2 minutes |
| No. of Students Enrolled | 26374 |
| Rating of the Course | 4.5 |
| Price of the Course | $11.53 |
| Levels of the Course | Beginner |
| Website | Sign Up |
-
Apache PySpark by Example by LinkedIn Learning (Lynda)
A short course on the fundamentals of Apache Spark, discusses the basics of the language. The highlight of the course is the numerous examples it has. These examples help students to understand the real-life challenges that might appear during operations. A major portion of the discussion is on Apache Spark API or PySpark. This API allows developers access to the big data platform. The Spark ecosystem is a hugely popular one and has several advantages over the other platforms. Like every other of its courses, this too is an industry-approved course and is curated by a domain expert.
Key Features
- A quick course focussing on the Apache Spark ecosystem and API
- Has examples that help students to understand the subject better
- Industry-approved course curated by a domain expert
- Certification of completion at the end of the course
- Lifetime access to the course after registration
Course Details
| Course Duration | 1 hour 58 minutes |
| No. of Students Enrolled | 40868 |
| Rating of the Course | 4.5 |
| Price of the Course | $17.95 |
| Levels of the Course | Intermediate |
| Website | Sign Up |
-
Big Data Analytics with Hadoop and Apache Spark by LinkedIn Learning (Lynda)
Both Apache Hadoop and Apache Spark are stars in the rarefied field of data science. The later is amongst the most popular of data processing engines and its rapid rise has given way to companies scrambling to hire proficient talent. When these two platforms combine and collaborate the scale reached is truly gargantuan. However, it would require requisite skill to make this environment function efficiently. Another industry-standard course from the stables of LinkedIn Learning, which has been curated by a domain expert.
Key Features
- In-depth discussion pertaining to Apache Hadoop and Apache Spark collaboration
- Plenty of examples to train students
- Industry-standard course curated by a domain expert
- Certification at the end of completion
- Lifetime access to the course after registration
Course Details
| Course Duration | 1 hour 1 minute |
| No. of Students Enrolled | 26374 |
| Rating of the Course | 4.5 |
| Price of the Course | $11.53 |
| Levels of the Course | Intermediate |
| Website | Sign Up |
-
Apache Spark and Scala Certification Training by Simplilearn
A popular course from one of the leaders of online education, this course is aimed at training students with the essentials of Apache Spark. Both Scala and Apache Spark are efficient data processing languages and collaboration between them would create a complete data processing ecosystem. The course has examples to showcase the challenges a developer does face whilst in operation.
Key Features
- Industry-standard course curated by a domain expert
- Certification of completion at the end of the course
- An in-depth discussion about both Apache Spark and Scala
- Lifetime access to the course after registration
- Ideal for both beginners and intermediates
Course Details
| Course Duration | 6 months |
| No. of Students Enrolled | 6163 |
| Rating of the Course | 4.5 |
| Price of the Course | Discounts available |
| Levels of the Course | Advanced |
| Website | Sign Up |
-
Introduction to Big Data with Spark and Hadoop by Coursera
In this course, the students will be learning about the fundamentals of big data and how Apache Hadoop and Apache Spark function. Both are open-source and enable companies to process and analyze big data sets. The course also discusses RDD or Resilient Distributed Datasets that enable parallel processing.
Key Features
- An in-depth discussion about Big Data, Hadoop, and Spark
- Industry-standard course curated by a domain expert
- Case studies, tools, and examples at the end of the course
- Quizzes to evaluate the progress of student
- Certification of completion at the end of the course
Course Details
| Course Duration | 1 to 3 months |
| No. of Students Enrolled | 10166 |
| Rating of the Course | 4.3 |
| Price of the Course | Financial aid available |
| Levels of the Course | Advanced |
| Website | Sign Up |
Final Words
With the rise of Apache Spark, the need for efficient human resources too has arisen. That is the reason why companies are scrambling to get their hands on the best available in the market. The list above talks about the most popular courses available online currently. However, it is always advised that discretion and research be observed while registering for a course.
