Top 6 Big Data Courses To Consider - October 3rd, 2024

The IT field is full of job opportunities because of the fast growth of technology. As the world generates more and more data every day, there is a need for experts who can understand this information.

A recent study says that by 2030, the world will produce over 400 zettabytes of data. This huge amount of data needs large and efficient computer systems to handle them efficiently, creating a high demand for big data experts. These experts can be data scientists, analysts, engineers, and developers. In this article, we will talk about the top 6 big data courses that can help in boosting your career and can make your resume stand out from others.

Table of Contents

What Is Big Data?

Big data is a huge amount of information that is too large for regular computers to process easily. This information comes from many sources like social media, websites, and sensors, and it can help us in learning new things to make better decisions.

The key characteristics of big data are described using the “3Vs”: Volume, Velocity, and Variety.

Volume: Big data involves huge amounts of information, much more than regular data. This information can be in terabytes, zettabytes or even more.
Velocity: Velocity refers to the speed at which the data is collected. Big data is generally created and collected fast, like in real-time from social media or sensors.
Variety: This means there are many different forms of data. Big data can include text, pictures, videos, and more, or even can be all mixed together.

Top Big Data Skills Required

To start working with big data platforms, it’s important to develop some skills. These skills basically help you to understand and use big data effectively. Here are the necessary skills that will help you to become a proficient in the field:

Programming: Knowing how to write code in languages like Python, Java, or SQL is crucial.
Data Analysis: This includes being able to examine and understand data to find useful information.
Statistics: Understanding basic math and statistics to work with data accurately.
Database Management: This includes getting familiar with methods of using and managing databases where data is stored.
Big Data Tools: Learning to use tools like Hadoop, Spark, and NoSQL databases.
Problem-solving: Being able to find solutions to complex problems using data.
Communication: It involves explaining your findings clearly to others.
Critical Thinking: Analyzing data carefully and making good decisions based on it.

Top Big Data Courses Online

There are plenty of learning platforms available over the internet offering various big data courses online, some of the top big data courses are listed below for your better understanding-

Top Big Data Courses Online

1. PW Skills

2. EdX

3. Coursera

4. Plural Sight

5. Quick Start

6. Whiz Labs

1. PW Skills Big Data Courses

Number one on our list of top big data courses is – The PW Skills Comprehensive Data Analytics Course Program which is specially designed to help professionals in gaining the essential skills required to excel in the constantly evolving field of big data. The main features of this program that make it a standout choice among users include-

Learning with Expert Industrialists.
Working on real-life projects with experts.
Daily practice sessions for your regular revision.
24/7 doubt-solving assistance.
PW labs and compiler for coding practice.
Q&A channel to enhance learning.
A community channel for better student interaction.
Facility of recorded lectures.
100% Job placement assistance.
Updated and relevant syllabus covering modern technologies.
Regular doubt-clearing sessions by mentors.
Soft skill training to build your confidence.
Career guidance session by mentors.
Certification upon completion, which will definitely add to your resume.
Data Analytics Course Duration – 6 Months
Data Analytics Course Fees – Rs 20,000 (Easy EMI Options available)

PW Skills Big Data Course Syllabus
Category	Topics
Python	Basics Of Python Concepts of Data Structure & OOPs Advanced Python
Databases and Web API	Concepts of MySQL & No-SQL Creating API connections using Python understanding of Web application architecture
Statistics	Concepts of Basics and Advanced Statistics Statistical in Data Science Exploratory Data Analysis
Machine Learning	Regression Models SVM – Support Vector Machines Clustering Algorithms Decision Trees Algos Bagging and Boosting Techniques Data Analysis – Time Series
SQL	Basics of SQL creating tables and loading data Learning about different keys Functions, joins, and subqueries Advanced SQL
Excel & Power BI	Basic functions of Excel Data Cleaning, Validation & Visualization Basics of Power BI Visualization technique in Power BI DAX Functions Advanced Power BI
AWS	Collecting, Storing, Processing, Analyzing, and Visualizing Data on AWS Securing Data Analytics Pipelines on AWS
Project Management	Lifecycle of a project Project management frameworks like- Agile, Scrum etc.

2. EdX

EdX offers big data courses that are created by top universities and institutions. These courses are well-structured and easy to understand, making them great for beginners and advanced learners. The courses include interactive videos, quizzes, and working on practical projects. You can learn at your own pace and earn a certificate upon completion, which can be added to your resume. The overview of big data course syllabus covered in this course is written below for your reference

Big Data Course Duration – 10 Weeks
Big Data Course Fees – Rs 16,651

Edx Big Data Curse Syllabus Overview:

Introduction to Big Data
Data Analysis and Visualization
Hadoop and Spark Basics
Data Management and Storage
Big Data Applications

3. Coursera

Coursera provides a wide range of big data courses from prestigious universities and companies. These courses are pre-recorded which makes them flexible and allows you to learn at your own speed. They include video lectures, readings, and projects. You can earn certificates that are recognized by employers. The courses basic syllabus covered in this course is written below for your better understanding.

Big Data Course Duration – Depends on user schedule and learning pace.
Big Data Course Fees – Rs 4000/Month (Monthly subscription package)

Coursera Big Data course syllabus:

Big Data Fundamentals
Machine Learning and Data Science
Data Mining and Analysis
NoSQL Databases
Big Data Tools and Technologies

4. Pluralsight

Pluralsight offers big data courses that focus on practical skills and real-world applications. The courses are created by industry experts and include interactive content and hands-on labs. Pluralsight also provides regular assessments to help you keep track your progress and understand your strengths and weaknesses. The platform is ideal for professionals looking to advance their careers and the basic syllabus covered in this short pre recorded course is written below for your better clarity.

Big Data Course Duration – 5-10 hours recorded video.
Big Data Course Fees – Rs 1149/Month

Pluralsight’s Big Data Course Syllabus:

Big Data Basics
Data Processing with Hadoop
Real-time Data Analysis with Spark
Data Storage Solutions
Cloud-based Big Data Services

5. QuickStart

QuickStart provides big data courses that are specially made to help you gain practical skills quickly. The courses are self-paced and include interactive elements like quizzes and labs. QuickStart also offers mentoring and support from industry experts. These courses are great for those looking to get certified and improve their job prospects.

Big Data Course Duration – 3 Days Long
Big Data Course Fees – 1.5 Lakhs (Lifetime subscription)

QuickStarts’s Big Data Course Syllabus Overview:

Fundamentals of Big Data
Data Collection and Storage
Data Processing and Analysis
Big Data Tools like Hadoop and Spark
Real-world Big Data Applications

6. Whizlabs

Whizlabs offers big data courses that are focused on helping you pass certification exams. The courses are comprehensive and include practice tests, video lectures, and detailed study materials. Whizlabs is ideal for those who want to earn certifications and validate their big data skills. The platform also provides performance reports to help you track your progress.

Whizlab’s Big Data Course Syllabus Overview:

Basics of Big Data
Hadoop and Spark Fundamentals
Data Management and Storage
Big Data Analytics
Preparation for Certification Exams

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Big Data Courses FAQs

Do I need programming skills for a Big Data course?

Basic programming skills are helpful but not always necessary. PW Skills course starts with beginner-level programming to make you proficient in every field.

How long does it take to complete a Big Data course?

The duration varies depending on the type of course and platform. It can range from a few weeks to several months. Like PW Skills detailed course is of 6 months covering each and every necessary topic.

What tools and technologies are covered in big data courses?

Big data courses basically cover tools and technologies such as Hadoop, Spark, NoSQL databases, and data analysis tools like Python and R. They also teach data storage and processing techniques.