Top 4 Online Data Science Courses in India | NIIT Digital

Data scientists and analysts with the right skills are in high demand across all sectors of India's economy. One may now pursue online data science courses in India from the comfort of their own home, thanks to the explosion of online learning platforms.

Table of Contents:

• The Most Useful Upskilling Programs
• Conclusion

The Most Upskilling Programs

1. Professional Program in Data Science with Machine Learning Essentials from NIIT

Professional Program in Data Science with Machine Learning Essentials from NIIT is a 15-30 week online course that covers the fundamentals and applications of data analytics, machine learning.

Course content:

• Data Analytics Using Excel
• Analytics using SQL
• Introduction to Programming using Python
• Python for Data Science
• Exploratory Data Analysis
• Exploratory Data Analysis using Tableau
• Story Telling using Tableau
• Statistics using Python
• Predictive Modelling using Machine Learning
• Capstone project
• Weekly online live sessions
• Course materials, videos, quizzes, assignments
• Webinars
• Certificate from NIIT and StackRoute

2. Data Science Fundamentals from Coursera

Coursera's Data Science Fundamentals specialisation offers fundamentals and their applications in numerous fields. It is for anybody interested in data science. An online specialisation includes self-paced videos, quizzes, and assignments.

Course Content:

• R Programming
• Data Manipulation and Cleaning
• Data Analysis and Visualization
• Statistical Inference and Hypothesis Testing
• Regression Models and Predictive Analytics
• Machine Learning and Classification
• Reproducible Research and Reporting
• Developing Data Products and Dashboards
• Expert Instructors
• Certificate and Credentials
• Course Completion and Grades

3. Google Data Analytics Professional Certificate from Coursera

The Google Data Analytics Certificate is a 6-month online course that covers the essential skills, applications and tools for data analysis, such as data collection, data cleaning, data analysis, data visualization, and data presentation. 

Course content and Highlights:

• Define/scope analysis problems
• Collect/prepare data
• Analyze using techniques
• Communicate findings
• Google Sheets, SQL, R, Tableau
• Google Analytics, Data Studio, BigQuery
• Apply to real industrial scenarios
• Team projects
• Online self-paced with flexibility
• Videos, quizzes, assignments, projects
• Learn data analytics fundamentals
• Use analysis tools proficiently
• Build project portfolio
• Earn Google certificate

4. Big Data Analytics with Spark and Scala from Simplilearn

The Big Data Analytics with Spark and Scala from Simplilearn is a comprehensive program that teaches learners how to use Spark and Scala, two of the most popular and powerful open source tools for big data analytics. The program is designed for learners who want to become proficient in big data analytics using Spark and Scala.

Course Content and Highlights:

• Scala Programming and Functional Programming
• Spark Core, Spark SQL, Streaming, MLlib
• Spark GraphX, Spark NLP
• Big Data Analytics using Spark and Scala
• Big Data Ecosystem and Architecture
• Instructors, Mentors, Quizzes, Assignments
• Projects
• Resume Building, Interview Prep
• Certification from Simplilearn and IBM

Conclusion

Choosing the right data science or big data analytics courses can be a game-changer for your career. By investing in these reputable programs, you'll not only gain valuable knowledge and skills but also have the opportunity to earn industry-recognized certifications that can boost your employability and earning potential in the dynamic data science field.

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