Top 12 Courses in Apache to Pursue A Career in Big Data

Big data is a really recent development in the technology sector. With so many people now using different social media, cloud storage and other software tools on a daily basis, the trove of data when it comes to usage patterns, activity and time spent on such platforms is huge. Top Apache courses as a framework has outclassed Hadoop owing to flexible performance with huge data sets & easy distribution of tasks across computers.

Companies require experts who can not only collect this data but also break it down into smaller fragments, analyse it and obtain desirable results for making business decisions. If you are someone who wants to experience a rapid growth curve in their career & have strong skills in arithmetic, computing & analytics, opting for Apache Spark courses can prove to be a vital move.

Top 12 Courses in Apache to Pursue A Career in Big Data

Top 12 courses in Apache to pursue a career in Big Data is tabulated below:

What is Apache Spark & How Does It Help In Big Data Analytics?

Apache Spark certification is a really popular framework for big data analytics which is efficient in performing high-scale tasks related to processing data in huge data sets, along with easy distribution of tasks across a variety of machines. The framework comes packed with features such as in-built support for SQL, data streaming, machine learning as well as graph learning which are quite handy when it comes to big data analytics.

There are many Apache Spark online courses which you can enroll into right now & get started with using Apache Spark for big data analytics.

The top 12 courses on Apache to Opt for a Career in Big Data - A Comprehensive List

To help you create a high-paying career in big data, we have curated the best big data certifications to pursue today -

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

A really popular one of the top Apache courses, it covers hands-on implementation of analyzing data sets on the individual’s computer or through Hadoop using Python with the help of 20+ real world examples. The curriculum covers using Amazon’s Elastic MapReduce for running their big data job on Hadoop YARN along with framing big data problems as Spark problems and other aspects such as using Spark SQL for working with big data.The Apache Spark courses already has 52,880 students who have enrolled into the course, which is taught by Frank Kane, a renowned digital education expert and founder of Sundog Education.

Platform : Udemy

Cost : INR 8,640

Duration : 6 hours 55 minutes

Related:

• Online Apache Ambari Courses & Certifications
• Online Apache Solr Courses & Certifications
• Online Apache Storm Courses & Certifications

2. Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru

If you are someone who is already familiar with the Java programming language & want to pursue a high-paid career in big data, enrolling into this big data online course can prove to be a game-changing proposition for you. The Apache Spark certification offers an insight into using Apache Spark 2.0 for creating your own RDD applications apart from caching, partitioning & persisting RDDs among others. You will also be getting to learn the best manner in which you can share information/data across different nodes among others.

With 18,185 students already enrolled into the course & 4.5 star rating for the same - it occupies the second spot on our list of the top Apache tutorials to pursue right now.

Platform : Udemy

Cost : INR 8,640

Duration : 3 hours 26 minutes

3. Scalable Machine Learning on Big Data using Apache Spark

For learners who are keen to delve deep into the world of Big Data analytics and have been searching for the perfect big data courses for beginners, this one is a really good option for you.

Offered by IBM, this Apache Spark online courses acquaints the learners with knowledge of how they cab scale tasks efficiently using Apache Spark, especially when they’re related to big data, machine learning & how you can apply it to solve complex machine learning problems alongside understanding how parallel code is written & run on different CPUs across the globe. You will also be able to eliminate out-of-memory errors alongside testing a plethora of different ML models to find which ones are performing the best.

Ideal for intermediate learners who have basic ML. Python programming & SQL knowledge, this superb course to learn Big Data online counts around 14,871 people as enrolled.

Platform : Coursera

Cost : INR 3,592 per month after 7-day free trial to earn a certificate

Duration : 7 hours

4. Big Data Essentials: HDFS, MapReduce and Spark RDD

Rolled out for aspiring data scientists across the globe, this is being offered by Yandex, which is a really popular online service from Russia, this is the ideal course for training with big data. The curriculum is focused on teaching basics of some of the latest big data technologies such as HDFS, MapReduce & Spark while being guided in its implementation both externally as well as through systems internally. Furthermore, the student will get to implement the framework on text with the objective of solving real-world business problems.

You will also gain a lot of insight into the basics associated with the Apache Spark certification framework and develop requisite skills to apply whatever you have been taught on various data sets from social networking platforms, finance, technology & telecommunication among other similar fields. This big data analytics course online is taught by 5 different tutors who are going to simplify each & every aspect of big data operations, while also enabling access to projects, assignments & regular doubt sessions.

Platform : Coursera

Cost : INR 2,126 (one-time purchase for certification)

Duration : 43 total hours

5. Apache Spark (TM) SQL for Data Analysts

In case you are looking forward to enrolling yourself into a proper beginner-to-advanced Apache Spark training certification course, this is probably one amazing option you should actually consider. Offered by Databricks, which is a company founded by the original creators of Apache Spark online courses, this is a 3-part big data certification course that will help you use your skills in SQL to easily get going with Apache Spark. Furthermore, you will learn to work with open-source, big data-focused storage layers such as Delta Lake. As a student, an individual can train themselves to perform tasks such as ingesting, transforming & querying data to gather significant insights for arriving at business decisions.

Platform : Coursera

Cost : INR 3,592 per month for obtaining a certificate after the 7-day free trial period ends

Duration : 14 total hours.

6. Apache Spark 2.0 + Java : DO Big Data Analytics & ML

For those who are looking for the best big data certifications online that use Apache Spark, this is where your journey will end. This is a comprehensive, hands-on & practice oriented online big data course being offered by the good folks at V2 Maestros LLC. The top Apache courses curriculum offers you an in-depth insight into the fundamentals required for using Apache Spark and the Java programming language in order to perform big data tasks & calculations. The individual will be able to see demos & implement the training models in real-time along with applying your knowledge in a real-world project and is ideal for software engineers, big data scientists and data engineers among others.

Platform : Udemy

Cost : INR 8,640

Duration : 7 hours 45 minutes

7. Apache Web Server

As is evident from the course’s name, this particular online course features extensive Apache Web Server tutorials which will provide you an insight into the basics of what is an Apache web server, what it does, how you can set it up & features 20 lectures delving deeper into the same.

The Apache Spark courses are quite short and concise & is taught by Josh Werner from Learn Tech Plus, which is a popular online course provider on the Udemy platform with over 600,000+ students enrolled across different programming and technology courses. It is ideally suited for beginners as well as advanced learners having some introductory knowledge of web servers, programming & computer science in general.

Platform : Udemy

Cost : INR 8,640

Duration : 50 minutes in terms of total length.

Related:

• Online Apache Hbase Courses & Certifications
• Online Apache Couchdb Courses & Certifications
• Online Apache Spark And Scala Courses & Certifications

  
  

8. Big Data Analysis with Apache Spark

This is one of the best courses to learn big data online and the most interesting part is that the University of Berkley is the esteemed institution which is offering this amazing big data certification online.

You will learn how to utilize Apache Spark certification to perform data analysis-related tasks, exploring data sets through parallel programming and use log mining alongside recognizing textual entities. Furthermore, the course also delves deep into how you can actually use filtering techniques and apply them to real-world questions and scenarios. Having prior experience with Python and some other introductory courses for Apache Spark is a recommended exercise if you want to actually give this advanced curriculum a shot.

Platform : edX

Cost : INR 7,330 (for obtaining certification)

Duration : 4 weeks

9. Big Data Analytics

Offered by the prestigious University of Adelaide in Australia, this is amongst the top-most Apache Spark online courses for aspiring data analytics professionals and data engineers. As part of the curriculum, the student will get to know about the best practices associated with performing data analysis on large chunks of data. Moreover, the aspirant will gain knowledge of concepts such as probabilistic & statistical models, predictive analytics, data analysis in the cloud apart from using the R language & Apache’s Spark framework, designing algorithms and evaluating the theories & practical information for real-world, large-scale use cases. The big data online training course is being offered as part of the MicroMasters programme on the edX platform and having prior knowledge of computational thinking, big data fundamental concepts as well as simple linear regression among others is recommended.

Platform : edX

Cost : FREE (You can avail a certification for INR 14, 734/-)

Duration : 10 weeks (need to dedicate at least 8 to 10 hours in a week)

10. Intro to Hadoop & MapReduce - Free Course

As part of the ‘Intro to Hadoop & MapReduce’ online course program, the student will gain access to one of the most coveted big data analytics courses online that is backed by an illustrious combination of the biggest industry experts such as Cloudera and the best-in-class, latest curriculum. The student will get insight into what is exactly big data & the problem one can face when analysing the same. Furthermore, the top Apache courses curriculum will focus on how Hadoop, MapReduce and HDFS can help counter big data issues & share it across computers parallely.

You will also get to write your own MapReduce code and work on real-world projects using relevant exercises with a dedicated mentor and technical support to help you become a proficient big data analyst through doubt-clearing sessions and 24x7 technical support for an immersive learning experience.

Platform : Udacity

Cost : FREE

Duration : 1 month

11. Getting Started With Apache Cassandra

This is one of the best Apache Spark certification courses to opt for anyone interested in gaining a solid understanding of working with Apache Cassandra. As a part of this course’s curriculum, you will get to learn various ways that can be used to communicate with Cassandra.

This particular course does not need you to have any prior experience with Cassandra, however having a basic understanding of databases, SQL and programming in general would be of immense help. You will learn how to create an application, adding nodes to a cluster, updating and deleting data in addition to selecting hardware.

Opting for the aforementioned course will also give you an overview of how to monitor a cluster, redefine it in addition to getting to know how you

can repair and remove nodes. It has around 11,076 students who have enrolled into taking the course so far & you can be the next.

Platform : Udemy

Cost : INR 3,200

Duration : 8 hours 8 minutes

Also Read:

• Online Apache Spark Courses & Certifications
• Online Apache Cassandra Courses & Certifications
• Online Apache Kafka Courses & Certifications

12. Big Data Analytics in Healthcare

As a part of this online big data course, students will be taught data mining algorithms and systems in the context of healthcare applications. Students will get an insight of topics like predictive modeling, computational phenotyping and medical ontology.

This curriculum focuses on technologies like Mapreduce, Hadoop and Spark. Students under this Apache Spark online courses will learn graph analysis and dimensionality reduction and tensor factorisation. Since this is an intermediate level course, it demands you to have knowledge of basic machine learning and data mining concepts in addition to having introductory programming skills in languages like Python and Java.

Platform : Udacity

Cost : FREE

Duration : Unspecified

Related: Popular Providers Offering Apache Certification Courses

• Udemy Apache Kafka Courses & Certifications
• Mindmajix Technologies Apache Cassandra Courses & Certifications
• Coursera Apache Spark Courses & Certifications
• Intellipaat Apache Spark And Scala Courses & Certifications
• Vskills Apache Couchdb Courses & Certifications
• Jigsaw Academy Apache Storm Courses & Certifications
• Edureka Apache Solr Courses & Certifications

Conclusion

We hope that this list of the best Apache courses online will help you get started in your career in the field of data analytics.While this is not the most comprehensive list of courses available on the internet, it is a decent starting place for beginning to intermediate learners to develop critical skills that will aid them in their future careers.