Best Data Science Courses in India for Career Growth

May 15, 2024
data science courses in India

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There has never been a better time to study data science courses in India as the rising use of data as a mode of growth in all fields across the globe. The data scientists’ works are used to help firms make wise decisions.

Data science is a great field to work in if you have a passion for numbers, maths, Stats, and analysis. The rise in the demand for data science courses and data scientists across the world have made it a good choice for pupils to learn data science and make a career in this field.

Now is a great time to start learning data science as there are many positions out there for those who are willing to work in this field. This article will take you into deep about the top data science courses in India and other details related to that.

Data Science Uses

When applied to random or unrelated data, data science can show patterns that allow you to get some results and using those results some predictions can be drawn. Data firms that gather user data might use many ways to mine that data for growth and revenue.

Descriptive Analysis

It aids in the correct way to present data points knowing the patterns that meet all of the data standards. Simply said, it is the way of sorting, arranging, and altering data to get the results that one needs. It is an analysis of the data to get more data out of it.

Predictive Analysis

Data science is also used to predict future events and trends. Data mining, statistical modelling, and machine learning are just a few of the methods that can be used by past data to make predictions. MNCs use these analytics to look for any threats.

Diagnostic Analysis

Inquiring into the causes of an event requires an investigation. It is done by methods such as drill down, data discovery, data mining, and correlations. Every one of these methods can uncover new patterns within a dataset using a variety of data manipulations.

Prescriptive Analysis

It is through analysis that predictive data is taken to the next level of usage. Not only does it predict what’s likely to happen, but it also suggests the best way to deal with that outcome.

The system can weigh the likely outcomes of choices and advice on the best action to take. It uses simulation, complex events, neural networks, graph analysis, and engines trained by machine learning.

Skills Required for Data Science

The three fields of maths, computer science, and domain expertise form the basis of data science. There are many data science courses in India to help you get started in this growing area by teaching you about data science and more.

1. Data Modeling

To know about the data you’re working with data plotting, and modelling of data are vital steps. Knowing how to use this data in something that can be used by the key firms is also crucial.

2. Programming Knowledge

Python is a must-know for all data scientists, and an idea of other languages like SQL, JavaScript, Scala, and C is highly useful. You can enrol in the best data science courses in India that initiate with a course covering the basics of Python for future data scientists.

3. Stats and Probability

You may improve your data skills by reading up on a theory as it relates to data science. As a result, you can use probability to refine your estimations and draw more meaningful results. Understanding both Stats and probability is vital.

4. Machine Learning

Good predictions from data scientists are made easier using machine learning. Machine learning is a skill for any firm to have as it allows for more accurate results. You can do this with minimal human input (since it is A.I. based). This frees up your team to focus on other areas of the firm.

5. Database Management

Data in a database is kept in a specific way. They are used for storing, retrieving, accessing, and updating data, allowing one to have all of their data in one safe location.

Related read: How to become a software engineer

Who can apply for Data Science Courses?

If you already have a degree in Engineering or Science, you may be eligible to take a postgraduate or diploma study in Data Science. One should be well-versed in numbers and basic Stats.

To enroll in an undergraduate data science course, one must have earned a grade of C or above in one of the three subjects in high school: maths, Stats, or computer science.

Syllabus and Subjects for Data Science Courses

Four main pillars make up the data science courses, and they are as follows:

  • Languages: Python & R
  • Big Data Analytics
  • Machine Learning, Maths, Stats
  • Natural Language Process (NLP)

This is a standard course for data scientists.

CategorySkills
Languages: Python & RData Handling, Wrangling, Data Visualization
Machine Learning, Maths, StatsStatistical Concepts, Modeling of data, Statistical Analysis
Natural Language Processing (NLP)Handling Unstructured Data, Text Classification
Big Data AnalyticsManagement of Relationship Database, Data Ecosystem, Cloud Computing, Hadoop, Spark

Best Data Science Courses in India

Below given are some of the top-rated data science courses in India:

Google Data Analytics Professional Certificate

Here is how to break into the field of data analysis. Less than 6 months is all it takes to complete this program and you will have all the skills under your belt. No prior education in this field is vital.

There are eight courses in the field of Data Science under this Certificate.

The course is 100% self-paced and is available on many online course portals.

IBM Data Science Professional Certificate

You can enhance your online profile and make yourself more visible to employers by completing any one of these courses and earning an IBM open badge. Get your data science and machine learning career off the ground.

Learn data science basics like Python and SQL, perform data analysis, and construct machine learning models. There is no need for a college diploma or work history.

You will get the most up-to-date tools and skills for the work from the 9 online courses that make up this program.

Python for Data Science and Machine Learning Bootcamp

Learning all you can get in a Data Science Bootcamp that costs so much money is now within your reach for the low price of this one course. This is one of the most in-depth Udemy courses in data science and machine learning, with over 100 HD video lectures and full code notebooks for each lecture.

Python, data science, and Machine Learning are all things we will cover in this course.

Python for Everybody Specialization

Continuing with the popular Python for Everyone course, this course will use Python to teach one the basics of programming, from data structures and APIs to databases.

The Capstone Project is where you put all you have learned in the course. Get into practice by developing your custom software for retrieving data.

Applied Data Science with Python

If you want to get started in data science, this is the finest course to take. This training can be used to make a career in the field of data analysis. The only thing you need to have is a sincere interest in learning, as we will be starting from the ground up.

All of the applications covered in this course can be got for free or for a trial period. This course is designed for people who have never written a line of code before.

This course by the University of Michigan on Coursera consists of 5 courses.

Learn SQL Basics for Data Science Specialization

Anyone with a desire to become the best in SQL queries but no prior coding expertise should enrol in this Specialization. You will learn the basics of SQL, A/B testing, working with Apache Spark, Delta Lake, and more as you go through four tough SQL projects with data science apps.

Data analysis using SQL with other machine learning tools, and working with data sets are all skills you can develop by studying the material here.

Data Visualization with Tableau Specialization by UC Davis

This Tableau-endorsed course is designed for one who is new to the world of data science and has never used Tableau before. It makes use of Tableau’s collection of materials to show data storytelling. Actual firm cases and journalistic examples from major media outlets will be presented.

This course will teach you the skills one must have to create reports and dashboards for use in analyzing and acting on company data. To better understand your data, you will use Tableau to generate eye-catching visuals of data analysis.

Using predictive analytics, You will help firms make smarter choices. As the final step of the course, You will work with simulated data to build dashboards, and data models before presenting them to a company’s upper management.

Data Science Specialization by Johns Hopkins University (JHU)

From posing research questions to drawing conclusions and findings, this course equips you with the skills you must have to succeed at every stage of the data science pipeline.

The Capstone Project is a great way to put your knowledge to use by creating a data product from scratch using real-world data. At the end of the course, one will have a portfolio to show for their efforts.

Natural Language Processing Specialization

This course is designed to give you the knowledge of machine learning and deep learning skills You will need to develop NLP systems. After this course, you will have the skills that you must have to design NLP Apps that perform tasks such as question answering and data analysis, as well as to design tools to translate languages, summarize material, and create chatbots.

The transition to an AI-driven future will be led by these and other NLP applications.

Two natural language processing (NLP), machine learning (ML), and deep learning (DL) specialists created and run this Specialization.

DeepLearning.AI TensorFlow Developer Professional Certificate

This four-course Certificate program will give you the hands-on experience you need to create AI-enabled apps using TensorFlow. You may take your skill of using TensorFlow anywhere you go and apply it to anything after completing this course.

You may take a big step toward earning your Google TensorFlow Certificate by using this app to study for the associated exam.

Also read: Best Data Science Institutes in India

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Jobs after Data Science Courses in India

Data Scientist

Using their skills in data analysis and processing, data scientists must provide the best solutions to all data issues. As an example, they will be asked to conduct analysis and examine data to provide useful insights. They can achieve this by, for example, spotting patterns and trends that can guide firms in the right direction.

Salary- 7-8 Lakhs

Data Architect

A data architect draws out the blueprints for data management so that databases may be readily integrated, and organized with the finest security. Also, they make sure that data engineers have access to cutting-edge hardware and software.

Salary- 7-10 Lakhs

Machine Learning Scientists

These days, firms are actively seeking machine learning engineers. There are difficulties inherent in the work. Machine learning engineers are expected to do more than just know their way around cutting-edge technologies like SQL and REST APIs. they must also be able to execute A/B testing, and data pipelines, and apply standard machine-learning algorithms.

Salary- 5-11 Lakhs

Statistician

To help the seamless incorporation, and protection of databases using state-of-the-art security protocols.

Salary- 5 Lakhs

Data Engineer

To ensure that data scientists have access to stable, well-optimized data systems for running their algorithms, data engineers construct and test scalable Big Data ecosystems for enterprises.

Salary- 8 Lakhs

Conclusion

A wide variety of data science courses are available for study in India. Courses like these can be found in some of India’s finest institutes, as well as on popular MOOC providers like Coursera and Udemy. The data science course fees vary widely depending on where you take them. It is also relevant if you’re gaining skills in a real-world setting or online mode.

Frequently Asked Questions

Which Data Science course is the best in India?

Google Data Analytics Professional Certificate and IBM Data Science Professional Certificate are one of the best data science courses in India.

How much does a data science course cost in India?

The average cost of a data science course in India ranges between 2 lakhs to 3.5 lakhs.

Who is eligible for data science?

Graduates having an aggregate score of more than 50% are eligible to apply for data science courses in India.

Is a data science course available in India?

Yes, data science courses are available in India in both online and offline modes. Many universities, data scientists and independent institutes offer data science courses in India.

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