Best Data Science Certification Courses in India: Data Science is among the most exciting domains in today’s digital day and age. Demand for trained data professionals is increasing at a rapid rate, even as the supply remains erratic and fulfilling. So, here’s a blog to understand the emerging best data science certification courses in India.
This is the case when the salaries in the industry are among the best in the market, for fresh entrants and experienced executives alike.
This has led to a spate of data science certification courses, which aim to bridge the gap between dynamic industry requirements and the relatively unchanging curriculum followed in institutions around the country. Most of these professional data science certifications cost lower than full-time courses and are organized online, which gives learners more flexibility.
What is Data Science and where is it used?
Data science is a field of study that deals with the application of data-driven techniques to solve problems. Most data scientists combine the skills of statisticians, machine learning experts, and computer programmers. They are often called “data scientists” or “data analysts.” They collect and analyze massive amounts of data, and then draw conclusions from it. Their conclusions can then be applied across different industries to solve real-world problems. In this article, we will look at different data science certification courses and programs available in India.
There are different industries that need data scientists to work for them such as healthcare, finance, retail, and more. Data scientists help solve various business problems such as increasing revenue, improving customer satisfaction, and predicting future trends in the market.
In healthcare, data science can be used to diagnose diseases more accurately and prevent them in the future. It can also be used to predict and improve patient outcomes. For example, hospitals and insurance companies can use data to determine factors that can affect the health insurance premiums of their customers.
In the finance industry, data analysis is used to uncover hidden patterns and trends that can help companies make better business decisions. Machine learning techniques such as regression analysis can be used to forecast revenues and identify fraud in the finance industry.
Retail stores use data analytics to create personalized experiences for customers. Retailers can also use data analytics to gain insights into customer behavior so that they can better serve their needs. For example, they can use data collected through their mobile app to analyze customer purchasing patterns. They can then use this data to personalize their marketing messages and design promotions to attract new customers and retain existing ones.
Why are Data Science Courses popular?
The following are the reasons that data science courses are so popular and in demand in the market.
The demand for skilled data science professionals is increasing significantly as organizations look to automate and improve their operations with data insights. This is driving the demand for data science certification courses and trained data scientists who can drive decision-making across their organization.
- Many of these certified data scientists are working on short-term projects, such as building statistical models to analyze medical data from clinical trials. With an increasing number of companies looking to hire such data scientists, there is a greater demand and need for qualified candidates in the job market.
Data science is a fast-growing field and many organizations are looking for qualified data scientists who can tackle their complex business problems. Organizations want to recruit skilled data scientists who can bring value to the organization with their experience and knowledge in analyzing large data sets using advanced machine learning algorithms.
Top Data Science Certification Courses –
1. Post Graduate Diploma in Business Analytics (PGDBA)
– IIM Calcutta, IIT Kharagpur, and ISI Kolkata
PGDBA is a unique program designed by three leading business schools. It provides a comprehensive learning experience to individuals interested in learning the role of analytics in business and how businesses can use analytics to optimize their operations and drive growth.
Data Visualization techniques including Python and R Programming • Domain Knowledge Management • Business Impact Modeling using Excel • Advanced Statistical Techniques using SAS and R Language • Data Mining & Predictive Analysis Using R language • Statistical Analysis for Business Decision Makers • Storytelling & Communication using Tableau Software • Building Dashboards & Visualizing Analytics using Power BI • Building Analytical Solutions using Azure Platform • Understanding Emerging Technology Trends
Cost of Data Science Certification Course
- Course fee at IIM-C INR 12 Lakhs per annum.
- Cost at IIT-KGP INR 8 Lakhs per annum.
- Cost at ISI Kolkata INR 7 Lakhs per annum.
2. Postgraduate Diploma in Data Science (PGD-DS)
– Jigsaw Academy, Bangalore
Jigsaw Academy’s 15-month, part-time Post Graduate Diploma in Data Science is an in-depth program designed to equip professionals with the requisite skills to understand and analyze large and complex datasets and apply different algorithms to solve different business problems. The course also covers a wide range of topics such as Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Hadoop, and Cloud, etc.
- Data Structure – Algorithms – Data Interpretation
- SQL – Text Mining – Python Scripting – R programming – Machine Learning –
- Basics of computing fundamentals like data structures, algorithm design, and problem-solving (e.g c,c++, java). Machine learning (including clustering, regression, dimensionality reduction, and data mining)
Cost of the certification course
Fees for the Post Graduate Diploma in Data Science will be Rs.45000/- + GST for the General category and Rs.35000/- + GST for SC/ST/PWD. Please also note that the fees include data science certification courses and course materials as well as snacks during class hours.
3. PGP in Data Science
– Praxis Business School
This is one of the data science certification courses that will train students to become data scientists who can conduct complex analyses and propose solutions to the managerial needs of the company through data analysis and machine learning. Students will acquire the statistical and computational techniques required to carry out large-scale data analytics and model-building assignments. They will develop strong quantitative skills and gain hands-on experience working with large datasets to build machine-learning models for predictive modeling. Students will also be trained on databases such as SQL Server and Amazon Redshift.
- Building Analytics systems using Data warehouse and Big Data technology
- Extracting meaningful insights using Data Mining techniques and Predictive Analytics
- Applied statistical modeling for forecasting and understanding real-world phenomena
- Understanding and implementing enterprise-wide analytics solutions
- Implementing Analytical process frameworks using various tools and techniques like R programming, SAS etc…
Cost of the certification course
Fees for the Postgraduate Diploma in Data Science will be Rs.45000/- + GST for General category and Rs.35000/- + GST for SC/ST/PWD. Please also note that the fees include Certification and course materials for the course as well as snacks during class hours.
4. PGP – Data Science and Engineering
– Great Learning in Gurgaon, Mumbai, Chennai, Hyderabad, Bangalore, and Pune
The Masters of Science program in Data Science and Engineering is offered by the School of Computer Science at Birla Institute of Technology and Science-Pilani (BITS-Pilani). The program offers a four-semester coursework that is rigorous and focuses on building a strong foundation of skills in Big Data management and analytics. The program is offered in an online format with live classes conducted through a live interactive video platform. Throughout the program, students will interact with industry experts and faculty through live online sessions, discussion forums, webinars, and project work, thereby giving them a holistic experience.
The basic objective of the program is to provide in-depth knowledge of the various aspects of the modern discipline of Data Science by:
A: Programming Language and Tools: Python and Hadoop, Spark MLlib; An introduction to Machine Learning Techniques (MLT) and Data Management Technologies like SQL, etc.
B: Cloud-based Services and Architecture: Amazon EMR and AWS Lambda; Exploring deep learning capabilities offered by Deep learning platforms such as TensorFlow, Keras, PyTorch, and Spark MLlib.
Cost of the course
Course Fee – Rs 45000/- + taxes
Admission Procedure – Online Mode Only (no offline mode available) Candidate should have Bachelor’s/Master’s degree with at least 50% marks or equivalent CGPA. Final-year students and candidates awaiting results can also apply.
5. MTech in Data Science and Artificial Intelligence
Mukesh Patel School of Technology Management & Engineering
The MTech in Data Science and Artificial Intelligence is designed to provide an understanding of current and emerging areas in Data Science such as Data Mining, Business Intelligence, and Predictive Analytics. It aims to develop in-depth knowledge in these areas and enable students to become data-driven decision-makers with the ability to apply these tools to solve complex business problems. The curriculum has been designed keeping in mind the industry requirements, and emphasis is placed on practical training through projects and assignments. The program has been structured in a manner that allows students to customize their learning experience by choosing areas of specialization of interest.
Some of the skills you acquire in this program include the ability to analyze large and complex data sets using statistical techniques and data mining tools, perform data transformation and cleaning, understand different algorithms and approaches used for extracting meaningful information from large volumes of data and build predictive models using artificial intelligence techniques. Students are also taught to build applications on various machine learning platforms such as R, Python, Spark and MATLAB.
Cost of the course
Tuition fees for the Master of Technology program at the Mukesh Patel School of Technology Management and Engineering is Rs. 1,12,400 per year and the fees are inclusive of all course material, lab costs and library access.
Top Data Science Colleges 2023
Top Data Science Colleges 2023 that provide data science certification courses with their NIRF Ranking are as follows:
|Lady Shri Ram College For Women
|PSGR Krishnammal College for Women
|Atma Ram Sanatan Dharm College
|St. Xavier`s College
|Ramakrishna Mission Vidyamandira
|Kirori Mal College
Hosted on Coursera, the course is taught by data employees from Google. The beginner-friendly certification consists of eight courses, which are geared toward enthusiasts who intend to start learning right from the scratch.
- The course makes the learners proficient in:
- Using tools like SQL, spreadsheets, R programming, and Tableau.
- Skills like data cleaning, data analysis, and data visualization.
- Understanding the best practices for junior data associates.
- Cleaning the data for usage in further analysis using the aforementioned tools.
- Presenting insights using dashboards and presentations.
Professional Data Science Certification Cost
There are three price tags, depending upon the time stipulated for finishing the course:
- ₹ 1,065, for a month-long duration, at 20+ hours per week
- ₹ 2.130 (33% off), for a three-month duration, at 17 hours of study per week
- ₹ 3,196 (50% off), for a half-year long period, with only eight hours of study per week
Further, the learners can also opt to pursue the course for free. This would give an impression that there exists a data science free online course with a certificate. Though that would not let them avail of a certificate at the end of the course. Financial aid is provided as well.
The certification course consists of nine courses in total, all taught by Rafael Irizarry, a Professor of Biostatistics at Harvard T.H. School of Public Health. Presented by HarvardX, the data science program is optimal for preparing yourself for real-world data analysis challenges.
- The certification course equips you with:
- Fundamental R-Programming Skills
- Key statistics concepts like probability, modeling, and inference
- Using dplyr for data wrangling and ggplot2 for visualization
- Familiarity, with using tools like Git, Linux, and RStudio, which are used by real-world data scientists
- Handling real-life challenges, by prodigious use of captivating case studies
Professional Data Science Certification Cost
The course – when the entire program is enrolled together in one go – costs ₹61,955. At about two-three hours per week, the course can be completed in seventeen months. The new runs launch in January and July, for all the nine constituting courses, every year
Learners can also opt to use the “Audit Track”, which is available free of charge. This might make one feel that it might be a data science free online course with certificate. However, graded assignments and certificates are not available in this variant.
“Wizard” is one of the three variants provided by Pickl.ai to data science enthusiasts for building a sturdy career, right from the scratch. The best data science certification online course is taught by seasoned data science veterans who have witnessed the fast-changing data analytics domain of the country.
- Following are the tools and techniques you’ll learn in this course:
- Python basics, for not only Data science but also for its other applications
- Libraries like NumPy, Matplotlib, and Pandas for efficiently handling data
- Statistics – explained in depth, with stress on the oft complicated portions
- Feature Engineering, feature selection, and Exploratory Data Analysis
- Supervised learning – with linear and logistic regression and random trees
- Unsupervised learning – with clustering (K-Means and hierarchical) and association rule mining
Professional Data Science Certification Cost
The course is provided at ₹15,000 (down from ₹25,000) as a limited period offer. In addition to state-of-the-art quizzes and assignments (with continuous assistance from neighbours) based on data from industry giants, a capstone project, resume review, and mock interviews are provided as well.
You will also get the opportunity to work on a month-long live project and an internship certificate from Pickl.ai’s parent company, TransOrg Analytics.
IBM Professional Certificate in Data Science
An end-to-end edX course provided by IBM (International Business Machines) Corporation, the course consists of ten smaller courses. The instructors include reputed IBM Data Scientists like Yan Luo, Alex Aklson, Saishruthi Swaminathan, Azim Hirjani, Joseph Santarcangelo, Saeed Aghabozorgi, and Romeo Kienzler, along with the global director Rav Ahuja, developer advocates Svetlana Levitan and Maureen McElaney.
- The deliverables of the professional data science certification include:
- Basic Python programming skills, using Jupyter Notebook.
- Writing SQL queries and absorbing relational database concepts.
- Importing and cleaning datasets and analyzing, building, and evaluating data science models.
- Working with data visualization tools, techniques, and libraries in Python.
- Comprehend and apply supervised and unsupervised machine learning algorithms.
Online Data Science Certification Cost:
The ten courses combined into one cost a total of ₹68,233. At a commitment of about three-six hours per week, one of the best data science certification online takes about a year to finish. Learners can undergo the course at their own pace. You can also check our blog “How to Become a Data Analyst with No Experience”.
SimpliLearn Data Science with Python Certification Training Course
Offered by SimpliLearn, a leading online learning platform, the data science certification course is a deep dive that equips the learners with a thorough understanding of approaching problems with the help of data science. Unlock your career as a data scientist with Bootcamp.
- One can realize the following learning outcomes from this course:
- Proficiency in using Python for data science.
- Get good at key steps in the data lifecycle, like feature engineering, exploratory data analysis, data wrangling, and feature selection.
- Improve one’s grip on statistics and mathematics that are needed for data science.
- Leveraging Python libraries like NumPy, Matplotlib, Pandas, SciPy, and BeautifulSoup.
- Work on six industry projects from datasets obtained from Amazon, Walmart, Comcast, etc.
- Interactive usage of Jupyter Notebooks, confidently.
Professional Data Science Certification Cost
The online Bootcamp is provided at a cost of ₹24,700. Lifetime access to self-paced e-learning content, with 24*7 doubt resolution, three simulation test papers, and lab access is provided. Ninety days of 11 flexible live classes from esteemed industry practitioners are availed as well.
FAQs – Best Data Science Certification In India
1. What are the Best books on data science?
the best five data science books are as follows:
|Machine Learning Simplified
|Practical Statistics for Data Scientist
|Peter Bruce and Andrew Bruce
|Naked Statistics- Stripping the Dread from Data
|Elements of Statistical Learning
|Trevor Hastie, Robert Tibshirani, Jerome Friedman
|Business data Science: Combining Machine Learning and Economics to Optimize, Automate and Accelerate Business Decisions
2. What are some of the data science jobs and salaries in India?
Data Scientist Salary in India ranges from ₹ 3,00,000 to ₹ 28,00,000 with an average salary of ₹ 10,00,000
Software Engineers India Private Limited salaries are between ₹ 6,00,000 and ₹ 36,00,000 on average.
Machine Learning Engineer salaries for Bengaluru range between ₹ 7,73,666 and ₹ 40,63,529. Salaries for Machine Learning Engineers in other cities like Mumbai, New Delhi, Pune, Kolkata, and Hyderabad range from ₹ 6,95,999 to ₹ 39,72,093.
The average pay for a Data Scientist with Data Analysis skills is ₹ 13,62,683 a year. This is 10% more than the average pay for a data scientist with similar skills.
3. Which Data Science Companies provide jobs?
IBM, Wipro, Cloudera, Splunk, and Numerator is the top 5 Data Science companies providing jobs in India. The average salary for a data scientist at IBM is $134,179 per annum, at Wipro is $108,924 per annum, at Cloudera is $132,308 per annum, at Splunk is $165, 773 per annum and at Numerator is $147, 479 per annum.
4. What is the scope of data science in India?
The demand for data scientists is on the rise in India and organizations are increasingly investing in developing the skills of their employees so they can create actionable insights from data. A report by Zinnov, a data services company indicates that over the next three years there will be a significant rise in the demand for data scientists in India. In the report, it says that the current gap in the industry is estimated to be around 2 lakh and there are approximately 45,000-50,000 graduates coming out of IT/ITeS companies every year. As the number of graduates entering the industry increases each year, companies will need to invest in better training methodologies to get their employees up to speed with the changing technology landscape and create an environment that fosters innovation.
5. Are data science certificates worth it?
Business leaders will hire you if you have a certificate in this field. It shows that you are dedicated to learning and can hit the ground running. But nobody will pay attention to a certificate if you don’t have practical experience in the field. Once you gain real-world experience, you can build on your credentials by developing a portfolio of projects and sharing your work on social media. Once you have a significant amount of experience and tangible results to show, it will be much easier for you to get a good job with a competitive salary. Hence, Data science certification courses are worth it only if they provide hands-on experience along with theoretical knowledge on the subject. Also, make sure that the provider of the certification course is a well-known and trusted institution.
Above-discussed are some of the best Data Science courses in India that students can consider opting for. Choose any of the courses you find to be the best for yourself. Looking at the cost – both in terms of money and time – effectiveness and features like placement assistance, and active guidance, we would prefer Pickl.ai.
“Data science free online course with a certificate” is farcical. You should try and prevent learning from such a course and utilize real open-source material online. Alternately, auditing courses are always a possibility. Notwithstanding your choice, we wish you the best in your data science career!