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

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

    Team Careers360Updated on 22 Apr 2025, 10:53 AM IST

    As industries are becoming more data-centric and to make essential data-driven decisions, big data professionals are in high demand. To achieve the right decisions for Big Data, Apache Spark is one of the essential choices for aspiring data engineers, analysts, and scientists. To help the freshers and professionals in upskilling, online platforms provide various Apache Spark courses.

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

    These Apache Spark courses open doors for lucrative career opportunities at top tech firms in the field of Big Data. From Big Data analyst courses to advanced Apache Spark training, numerous programmes offer hands-on experience with real-world applications. To know all about Apache courses, read the full article below.

    Online Apache Courses: Overview

    Aspect

    Details

    What Are Online Apache Courses?

    Courses covering Apache Spark, Hadoop, Kafka, and other Big Data tools for analytics and processing.

    Top Providers

    Coursera, Udemy, edX, Cloudera, DataCamp, Simplilearn

    Top Courses

    Big Data Certification Course, Apache Spark for Beginners, Big Data and Data Analytics Course

    Fees Range

    Free Courses - Rs. 50,000 (varies by platform and certification)

    Top Recruiters

    TCS, Accenture, Amazon, IBM, Capgemini, Wipro

    Scope

    High demand in Big Data engineering, Analytics, Machine Learning

    Skills Learnt

    Spark SQL, Hadoop, Scala, PySpark, data processing

    Average Salary Packages

    Rs. 6 LPA - Rs. 18 LPA (based on experience & role)

    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

    Rs. 8,640

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

    Udemy

    Rs. 8,640

    Scalable Machine Learning on Big Data using Apache Spark

    Coursera

    Rs. 3,592

    Big Data Essentials: HDFS, MapReduce and Spark RDD

    Coursera

    Rs. 2,126

    Apache Spark (TM) SQL for Data Analysts

    Coursera

    Rs. 3,592

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

    Udemy

    Rs. 8,640

    Apache Web Server

    Udemy

    Rs. 8,640

    Big Data Analysis with Apache Spark

    EdX

    Rs. 7,330

    Big Data Analytics

    edX

    Free of cost

    Intro to Hadoop & MapReduce - Free Course

    Udacity

    Free of cost

    Getting Started With Apache Cassandra

    Udemy

    Rs. 3,200

    Big Data Analytics in Healthcare

    Udacity

    Free of cost

    What is Apache Spark?

    Apache Spark certification is a 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.

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    Why Are Apache Courses Important for a Big Data Career?

    The Big Data industry thrives on efficient data processing, and Apache Spark is a leading framework for real-time analytics. Companies prefer professionals with Apache certification courses because:

    • Apache Spark processes data 100x faster than Hadoop.
    • Big Data job roles require expertise in Spark, Hadoop, and Kafka.
    • Online Apache courses provide hands-on experience with industry projects.

    With businesses adopting AI and machine learning, Big Data training ensures professionals stay ahead in data engineering and analytics.

    Also Read: Online Apache Hbase Courses & Certifications

    Scope of Pursuing Apache Certificate Courses

    The Big Data industry is increasing exponentially, and demand for Apache-certified professionals is increasing. Professionals are responsible for developing data pipelines using Spark and Hadoop, implementing real-time analytics for business decisions, optimising Big Data processing for AI/ML models, and other tasks. Learners can check the scope of the Apache Spark course such as top job profiles, salary trends, and recruiters in the table below.

    Top Job Profiles and Salary Trends

    Job Role

    Salary Trends

    Top Recruiters

    Big Data Engineer

    Rs. 9.5 LPA - Rs. 18 LPA

    Amazon, IBM, TCS

    Data Analyst

    Rs. 5 LPA - Rs. 10 LPA

    Accenture, Wipro

    Spark Developer

    Rs. 8 LPA - Rs. 15 LPA

    Capgemini, Infosys

    Hadoop Developer

    Rs. 7 LPA - Rs. 14 LPA

    Tech Mahindra

    Data Scientist

    Rs. 10 LPA - Rs. 22 LPA

    Google, Microsoft

    (Source: AmbitionBox)

    Know about

    Amity University-Noida BCA Admissions 2026

    Among top 100 Universities Globally in the Times Higher Education (THE) Interdisciplinary Science Rankings 2026

    Victoria University, Delhi NCR

    Apply for UG & PG programmes from Victoria University, Delhi NCR Campus

    Skills Learnt with Apache Courses for Big Data Job Roles

    • Apache Spark & Hadoop
    • Scala & PySpark Programming
    • Real-time Data Processing
    • Cloud Integration (AWS, Azure)
    • Machine Learning with Big Data

    Popular Providers Offering Apache Certification Courses

    Pursuing Apache Spark courses and Big Data certification courses can significantly boost your career in data engineering and analytics. With high-paying Big Data job roles available across industries, gaining expertise in Apache tools ensures long-term growth. Enrol in a Big Data training programme today.

    Frequently Asked Questions (FAQs)

    Q: What is Apache web server?
    A:

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

    Q: What is the demand for Apache experts in the field of big data analytics?
    A:

    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.

    Q: Which are the top 5 companies hiring big data analysts?
    A:

    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

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

    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

    Q: What is the ideal salary for an Apache Spark expert in the corporate field?
    A:

    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.

    Q: Which are the top online platforms providing courses on Apache, big data & Hadoop online?
    A:

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

    1. Udemy

    2. Coursera

    3. EdX

    4. Udacity

    Q: Are courses on Udacity free?
    A:

    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.

    Q: Are these courses suitable for beginners or do I need prior experience in the field to enroll?
    A:

    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.

    Upcoming Exams
    Ongoing Dates
    AMET Entrance Exam Application Date

    1 Dec'25 - 10 May'26 (Online)

    Top Big Data Providers
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    2 courses offered
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    2 courses offered