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

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

Edited By Team Careers360 | Updated on Feb 02, 2024 11:29 AM IST | #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.

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

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:

Course

Platform

Fee

Taming Big Data with Apache Spark and Python

Udemy

INR 8,640

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

Udemy

INR 8,640

Scalable Machine Learning on Big Data using Apache Spark

Coursera

INR 3,592

Big Data Essentials: HDFS, MapReduce and Spark RDD

Coursera

INR 2,126

Apache Spark (TM) SQL for Data Analysts

Coursera

INR 3,592

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

Udemy

INR 8,640

Apache Web Server

Udemy

INR 8,640

Big Data Analysis with Apache Spark

EdX

INR 7,330

Big Data Analytics

edX

FREE

Intro to Hadoop & MapReduce - Free Course

Udacity

FREE

Getting Started With Apache Cassandra

Udemy

INR 3,200

Big Data Analytics in Healthcare

Udacity

FREE

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:

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:

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

  1. 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:

  1. 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

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.

Frequently Asked Question (FAQs)

1. What is Apache web server?

Apache is a free and open source web server that is used to establish a connection between a server and browsers of website users.

2. What is the demand for Apache experts in the field of big data analytics?

The demand for Apache experts in the field of big data analytics is very high. Big data is a fast growing field with a growing number of career opportunities for Apache experts.

3. Which are the top 5 companies hiring big data analysts?

If we are looking at it, the top 5 companies that hire big data analysts are - 

  1. Amazon

  2. American Express

  3. Netflix

  4. Starbucks

  5. Next Big Sound

4. Apart from Apache, which other technologies can help me create a high-paid career for myself in big data analytics?

Here is a list of technologies that can help you create a high paying job:

  1. Cloud technologies

  2. Augmented data management

  3. Conversational Analytics

  4. Commercial AI and ML

  5. Blockchain

  6. Hadoop 

  7. MapReduce

5. What is the ideal salary for an Apache Spark expert in the corporate field?

A person with no experience can make an average salary to the tune of INR 8,00,000 to INR 10,00,000 per annum while an experienced person can earn upto INR 25,00,000 to INR 40,00,000 per annum in the capacity of an Apache Spark expert.

6. Which are the top online platforms providing courses on Apache, big data & Hadoop online?

The top online platform that provide courses on Apache, big data and Hadoop are 

  1. Udemy

  2. Coursera

  3. EdX

  4. Udacity

7. Are courses on Udacity free?

Most of the courses on Udacity are free of cost but they do not provide you a certificate of completion. Udacity also offers a series of courses called nanodegrees that have paid courses.

8. Are these courses suitable for beginners or do I need prior experience in the field to enroll?

Most of the courses listed above are suitable for beginners. However, a few of them demand you to have some basic knowledge of programming languages and have a strong knowledge about basics of big data.

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Journalist

Careers in journalism are filled with excitement as well as responsibilities. One cannot afford to miss out on the details. As it is the small details that provide insights into a story. Depending on those insights a journalist goes about writing a news article. A journalism career can be stressful at times but if you are someone who is passionate about it then it is the right choice for you. If you want to know more about the media field and journalist career then continue reading this article.

3 Jobs Available
Editor

Individuals in the editor career path is an unsung hero of the news industry who polishes the language of the news stories provided by stringers, reporters, copywriters and content writers and also news agencies. Individuals who opt for a career as an editor make it more persuasive, concise and clear for readers. In this article, we will discuss the details of the editor's career path such as how to become an editor in India, editor salary in India and editor skills and qualities.

3 Jobs Available
Reporter

Individuals who opt for a career as a reporter may often be at work on national holidays and festivities. He or she pitches various story ideas and covers news stories in risky situations. Students can pursue a BMC (Bachelor of Mass Communication), B.M.M. (Bachelor of Mass Media), or MAJMC (MA in Journalism and Mass Communication) to become a reporter. While we sit at home reporters travel to locations to collect information that carries a news value.  

2 Jobs Available
Corporate Executive

Are you searching for a Corporate Executive job description? A Corporate Executive role comes with administrative duties. He or she provides support to the leadership of the organisation. A Corporate Executive fulfils the business purpose and ensures its financial stability. In this article, we are going to discuss how to become corporate executive.

2 Jobs Available
Multimedia Specialist

A multimedia specialist is a media professional who creates, audio, videos, graphic image files, computer animations for multimedia applications. He or she is responsible for planning, producing, and maintaining websites and applications. 

2 Jobs Available
Welding Engineer

Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues. 

5 Jobs Available
QA Manager
4 Jobs Available
Quality Controller

A quality controller plays a crucial role in an organisation. He or she is responsible for performing quality checks on manufactured products. He or she identifies the defects in a product and rejects the product. 

A quality controller records detailed information about products with defects and sends it to the supervisor or plant manager to take necessary actions to improve the production process.

3 Jobs Available
Production Manager
3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
QA Lead

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans. 

2 Jobs Available
Structural Engineer

A Structural Engineer designs buildings, bridges, and other related structures. He or she analyzes the structures and makes sure the structures are strong enough to be used by the people. A career as a Structural Engineer requires working in the construction process. It comes under the civil engineering discipline. A Structure Engineer creates structural models with the help of computer-aided design software. 

2 Jobs Available
Process Development Engineer

The Process Development Engineers design, implement, manufacture, mine, and other production systems using technical knowledge and expertise in the industry. They use computer modeling software to test technologies and machinery. An individual who is opting career as Process Development Engineer is responsible for developing cost-effective and efficient processes. They also monitor the production process and ensure it functions smoothly and efficiently.

2 Jobs Available
QA Manager
4 Jobs Available
AWS Solution Architect

An AWS Solution Architect is someone who specializes in developing and implementing cloud computing systems. He or she has a good understanding of the various aspects of cloud computing and can confidently deploy and manage their systems. He or she troubleshoots the issues and evaluates the risk from the third party. 

4 Jobs Available
Azure Administrator

An Azure Administrator is a professional responsible for implementing, monitoring, and maintaining Azure Solutions. He or she manages cloud infrastructure service instances and various cloud servers as well as sets up public and private cloud systems. 

4 Jobs Available
Computer Programmer

Careers in computer programming primarily refer to the systematic act of writing code and moreover include wider computer science areas. The word 'programmer' or 'coder' has entered into practice with the growing number of newly self-taught tech enthusiasts. Computer programming careers involve the use of designs created by software developers and engineers and transforming them into commands that can be implemented by computers. These commands result in regular usage of social media sites, word-processing applications and browsers.

3 Jobs Available
Product Manager

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.  

3 Jobs Available
Information Security Manager

Individuals in the information security manager career path involves in overseeing and controlling all aspects of computer security. The IT security manager job description includes planning and carrying out security measures to protect the business data and information from corruption, theft, unauthorised access, and deliberate attack 

3 Jobs Available
ITSM Manager
3 Jobs Available
Automation Test Engineer

An Automation Test Engineer job involves executing automated test scripts. He or she identifies the project’s problems and troubleshoots them. The role involves documenting the defect using management tools. He or she works with the application team in order to resolve any issues arising during the testing process. 

2 Jobs Available
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