Data Science and Machine Learning sit at the intersection of mathematics, programming, and domain expertise — enabling professionals to extract meaningful insights from raw data and build intelligent systems that learn, adapt, and predict. From recommending the next product you buy, to detecting fraudulent bank transactions in milliseconds, to powering clinical diagnostics in hospitals, DS&ML is the invisible engine driving decisions across every major industry.
India is at the centre of this transformation. The Indian data science market is projected to grow at a CAGR of over 26%, with job portals reporting a 75% surge in data science roles over the past three years. With over 11 million data-related jobs expected by 2026 and a well-documented shortage of skilled professionals, there has never been a better time to earn a credible, industry-recognised certification and make your mark in this high-growth field.
* Note: This course is exclusively available online (videos), and no hard copies are provided.
The primary objective of this certification course is to provide a comprehensive understanding of data science and machine learning principles using Python. At first glance, the various sections of this course may appear to stand alone, but in reality, they are interconnected and follow a nearly sequential order. At the end of every subsection, you are assigned homework to further strengthen your learning.
Each of these assessments builds upon the concepts and methodologies you've previously acquired. Many of these assessment tasks will involve coding, as our primary goal is to advance your proficiency in practical implementations.
Upon completing this course, you will possess the capability to confidently address real-world challenges, paving the way for continuous career advancement. You will also have a firm grasp of all the fundamental concepts required for success in the field of data science.
| Detail | Information |
|---|---|
| Exam Format | Online — attempt from anywhere, anytime |
| Number of Questions | 50 multiple-choice questions |
| Duration | 60 minutes |
| Passing Score | 25 out of 50 (50%) — no negative marking |
| Certificate Validity | Lifetime — no renewal required |
| e-Learning Access | Lifetime access to LMS and future content updates |
| Result | Instant — available immediately after exam completion |
| Language | English |
| Job Role | Level | Key Skills Applied | Avg. Salary (India) |
|---|---|---|---|
| Data Analyst | Entry – Mid | Python, Pandas, SQL, Matplotlib, Data Storytelling | ₹4 – 14 LPA |
| Data Scientist | Mid – Senior | Scikit-learn, ML Algorithms, Statistical Modelling, Feature Engineering | ₹6 – 25 LPA |
| Machine Learning Engineer | Mid – Senior | Neural Networks, Model Training & Evaluation, Python | ₹8 – 22 LPA |
| Business Intelligence Analyst | Entry – Mid | Data Visualization, Pandas, Seaborn, Plotly, Reporting | ₹4 – 12 LPA |
| AI / ML Research Analyst | Mid – Senior | Neural Networks, Supervised & Unsupervised Learning, Python, NumPy | ₹10 – 30 LPA |
| Data Engineer | Mid | Python, Data Pipelines, Pandas, NumPy, Data Wrangling | ₹6 – 18 LPA |
| Quantitative Analyst | Mid – Senior | Statistical Modelling, Probability, Python, Scikit-learn | ₹8 – 20 LPA |
| Product / Data Science Manager | Senior | DS Strategy, ML Output Interpretation, Team Leadership, Data Literacy | ₹15 – 35 LPA |
Acquiring skills in data science and machine learning can open up numerous career opportunities. Many industries, including finance, healthcare, technology, and marketing, are actively seeking professionals with expertise in data science and machine learning.
Data science and machine learning professionals are often well-compensated due to the high demand for their skills. Completing a course can lead to a significant increase in your earning potential.
Corporate training is also available, click here to know more.
https://www.vskills.in/certification/data-science-and-machine-learning-table-of-contents
https://www.vskills.in/practice/data-science-and-machine-learning-practice-questions
https://www.vskills.in/interview-questions/data-science-and-machine-learning-certificate-interview-questions
Vskills certified candidates are actively hired by India's top MNCs, product companies, consulting firms, and fast-growing startups across technology, finance, healthcare, and e-commerce sectors.
Jobs in Data Science and Machine Learning
Checkout the various job openings in Data Science and Machine learning, click here..
Vskills Internship in Data Science and Machine Learning
Vskills runs its flagship internship program where bright interns work with academic council, click to know more details..
Find answers to common questions about the Vskills Data Science and Machine Learning Certification.
The Vskills Data Science and Machine Learning Certification is a government-recognised credential that validates your skills in Python programming, data analysis, data visualisation, statistical modelling, and machine learning. It is awarded by Vskills — India's largest certification body — and is accepted by top MNCs, IT companies, analytics firms, and BFSI organisations across India.
This certification is ideal for students pursuing a career in data science or AI, working professionals looking to upskill or transition into analytics roles, software developers wanting to add ML capabilities, and business analysts seeking data-driven decision-making skills. It is equally relevant for fresh graduates and experienced professionals across engineering, mathematics, statistics, and commerce backgrounds.
There is no strict minimum eligibility requirement. Graduates, students, and working professionals from any background can enrol. A basic understanding of mathematics and statistics is helpful. Prior knowledge of any programming language is an advantage but not mandatory, as the course starts from Python fundamentals.
The certification covers the complete Data Science and ML stack. Key topics include Python for data science, NumPy, Pandas, data visualisation with Matplotlib, Seaborn, Bokeh, and Plotly, probability and statistics, supervised and unsupervised learning, Scikit-learn, and neural networks. Learners also get hands-on exposure to geographic mapping with Folium and 3D interactive plotting with Plotly.
The exam consists of 50 multiple-choice questions with a duration of 60 minutes. The maximum marks are 50 and the passing marks are 25 out of 50 (50%). There is no negative marking. The exam is completely online and can be taken from anywhere, anytime at your convenience.
The exam is conducted entirely online through the Vskills platform. Once you enrol, you can schedule and take the exam at your own convenience — there is no fixed date, no exam centre, and no physical travel required. All you need is a stable internet connection and a desktop or laptop browser.
Yes. The exam is fully online and can be taken from anywhere with a stable internet connection — your home, office, or any other location of your choice. There is no mandatory exam centre or fixed exam schedule.
The course includes 100+ hours of structured e-learning content. Most learners complete it in 6 to 8 weeks depending on their daily study pace and prior familiarity with programming. You have up to 1 year from the date of registration to appear for the exam.
The Vskills Data Science and Machine Learning certificate is valid for life once awarded. Unlike AWS, Microsoft Azure, or other certifications that require periodic renewal, there are no renewal fees or expiry dates with Vskills. Earn it once and it remains on your profile permanently.
Yes. The Vskills Data Science and ML certification is government-recognised and accepted by leading companies including TCS, Infosys, Wipro, Accenture, IBM, Cognizant, HCL, KPMG, Deloitte, Amazon India, Flipkart, and hundreds of analytics and AI companies.
Common job roles for certified professionals include Data Analyst, Data Scientist, Machine Learning Engineer, Business Intelligence Analyst, AI Research Analyst, Data Engineer, and Quantitative Analyst. Experienced professionals can also move into roles such as Data Science Manager or AI Product Manager. The certification is relevant across IT services, fintech, e-commerce, healthcare, and consulting sectors.
Entry-level Data Analysts and Data Scientists in India typically earn between ₹4 LPA and ₹8 LPA. With 2–4 years of experience and a recognised certification, professionals can expect salaries in the range of ₹10 LPA to ₹20 LPA. Senior roles and ML Engineers at product-based companies often command ₹25 LPA and above. Salaries vary based on company, city, skill set, and domain.
Yes. Upon enrolment you receive lifelong access to online e-learning content (videos). You also get access to practice tests mapped to the actual exam pattern to help you prepare confidently before your exam day. Note: Hard copy study material is not included for this course.
Visit the course page, click the Enrol Now button, complete the payment online using any Visa, Mastercard, Amex card or UPI. There is no application form to fill. You will receive your login credentials immediately after payment and can begin learning right away.
Yes. Vskills offers lifetime job support to all certified candidates, including access to relevant job listings. Vskills also runs a flagship internship programme where bright candidates can work with the academic council and gain practical experience.
Yes. Vskills offers an exam retake option. If you do not clear the exam in your first attempt, you can purchase the retake and attempt again. There is no limit on the number of retakes, giving you full flexibility to prepare at your own pace and try again with confidence.
Build expertise in autonomous AI agents, multi-agent systems, workflow automation, LLM orchestration and enterprise AI solutions.
I was working as an MIS executive with zero coding background. This course got me into data science within 3 months of learning.
- Ravi ShankarSix years in Java development and wanted to shift to ML. The Scikit-learn and neural network modules were exactly what I needed.
- Deepak RanaAlready knew statistics but had no clue about Python. This course connected the dots perfectly. Practice tests are very close to the actual exam.
- Priya NairHonestly did not expect a government-recognised cert to be this thorough. Covered everything from basics to machine learning without feeling rushed.
- Sneha Kulkarni
