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Data Science vs Data Analytics: Key Differences Explained

Students frequently struggle to differentiate between data science and data analytics, wondering which is more advanced, which offers greater career prospects, and which pays more. So, in this matter, if we give you a simple definition, data analytics is examining past and current data to answer specific business-related questions. Data scientists use machine learning and other technical tools to forecast future outcomes and create automated systems. There are many more things you need to know about data analytics and data science before you enroll in any course.

What is Data Analytics?

Data analytics is the systematic, technical process of analyzing, cleansing, and organizing raw data to extract meaningful insights from large datasets. There are 4 principles in data analytics that help you understand it more accurately.

The Core Components

• Descriptive Analytics: It explains ‘what happened’ by analyzing raw and historical data through charts and dashboards.
• Diagnostic Analytics: It explains ‘why it happened’ through statistics and other methods.
• Predictive Analytics: It uses machine learning and statistical models to forecast ‘what might happen in the future’.
• Prescriptive Analytics: It suggests which methods should be adopted in the future, such as automated or algorithmic strategies.

Data Analytics Salary in Kolkata + Career Options

A data analyst’s income is significantly higher than the average salary. In Kolkata, the annual income for a data analyst range between 6 lakhs and 7.5 lakhs. Furthermore, if you are mid-level and when you will be experienced, companies are committed to paying you up to 8 LPA.

There are multiple career options after completing the data analyst course in Kolkata, such as,

• Senior/ associate Data Analyst
• Business Intelligence (BI) Analyst
• Domain-specific analyst

What is Data Science?

Data science involves mathematics, statistics, machine learning, computer science, artificial intelligence, and extensive domain expertise. These techniques are useful for extracting relevant insights and predictions from raw data. In simple words, instead of cleaning and analyzing historical data to explain past trends, data science uses machine learning algorithms and statistical methods to predict upcoming trends and automate decision-making.

The Core Components

• Interdisciplinary Mix: It is responsible for merging programming, statistical analysis, and business expertise.
• Data Lifecycle: It involves collecting, storing, cleaning, analyzing, and visualizing large databases to predict future trends.
• Machine Learning and AI: ML and AI algorithms help to recognize hidden patterns and build predictive and prescriptive models.

Data Science Salary in Kolkata + Career Options

Depending on experience and expertise, data scientists in Kolkata often earn between 11 LPA to 16.5 LPA. Experienced data scientists are offered up to 17 LPA by companies and brands.
If we talk about career opportunities, there are multiple career options after completing the data science course in Kolkata, such as

• Data Scientist
• Machine Learning Engineer
• Data Engineer
• Data Architect
• Data Analytics

Data Science vs. Data Analytics

While both Data Science and Data Analytics aid companies in making better data-centric decisions, they differ in the way they approach this. Data Analytics deals with analyzing pre-existing data in order to identify trends, analyze success, and resolve business issues. Data Science, however, combines several elements such as statistics, programming, machine learning, and forecasting models.

Although both disciplines present promising job prospects, Data Science is a more suitable career path for people interested in technology, artificial intelligence, and prediction-based solutions. Since industries are increasingly adopting intelligent systems, acquiring Data Science knowledge may offer many opportunities for further career development.

At Shard Center for Innovation, we provide the best data science course in Kolkata, which also includes a vast amount of data analytics. This will help you to build your career in the technical field and enhance your professional growth. If you are a student or a professional looking forward to developing your career in the technical field, this course can be beneficial for the advancement of your career.

FAQs

Which is the best data science institute in Kolkata?

Shard Center for Innovation, Kolkata is the best data science institute in Kolkata.

Does Shard Kolkata offer placement?

Yes, Shard Kolkata does offer 100% placement assistance after completing the data science course.

What are the eligibility criteria for enrolling in the Data Science course in Shard Kolkata?

Any academic background with a 10+2 certification can enroll in the Data Science course at Shard Kolkata.

‘Data Science or Data Analytics’— which one is better?

In comparison to the data analytics course, the data science course is better since it provides several employment prospects and has a significant impact in the AI-driven industry.

‘I don’t have any technical background’—can I join?

If you don’t have any technical background, you can still join, as our data science course is also designed for beginners. We will teach you from the fundamentals to how to apply it in the professional field.