Acquiring data science skills is undoubtedly your golden ticket to a flourishing career and a handsome-paying job. Data science is the most sought-after skill in this era of AI (artificial intelligence). As a result, data science job opportunities have exploded.

In the next 10 years, the data science field is expected to grow by 27%.

The question is –

How much can a data scientist earn?

A data scientist makes ₹14,70,000 per year with an average annual salary of ₹13,00,000. For senior data scientists, this figure can cross a whopping ₹24,00,000 annually.

Impressive right?

Students and professionals who are aware of the booming data science job market and the associated high-paying stub must think ‘How do I become an AI data scientist?’

The answer is simple, ‘through full stack data science courses in Kolkata with AI & ML. In this blog, we will highlight 15

Data Science Training Institutes in Kolkata that provide excellent placement opportunities with comprehensive AI and data science courses.

Let’s check them out!

Top 15 Full-Stack Data Science Courses in Kolkata

Institute Name	Course Duration	Placement Assistance	Mode of Training	Type of Certification
Karmick Institute	6 months	Yes	Offline and Hybrid	Advanced Certification from E&ICT Academy, IIT Guwahati/ Karmick Institute Certification
NIIT	12 months-14 months	Yes	Online	NIIT Certification
Ivy Professional School	6 months	Yes	Offline and Online	Ivy Professional School Certification
Handson School of Data Science	11 months	Yes	Online	Handson School of Data Science Certification
AILABS	3 months- 6 months	Yes	Offline and Online	AILABS professional certificate
Data Brio Academy	3 months- 6 months	Yes	Online	Data Brio Academy Professional Certification
SkillEnable	6 months	Yes	Online	SkillEnable Professional Certificate
DataSpace Academy	6 months- 10 months	Yes	Offline and Online	DataSpace Academy Certification
Imarticus	6 months	Yes	Offline and Online	Imarticus Professional Certification
GlobNet Systems	3 months	Yes	Offline and Online	GlobNet Systems Certification
Analytics Educator	6 months- 9 months	Yes	Online	Analytics Educator Professional Certificate
Aptech Computer Education	10 months- 14 months	Yes	Offline and Online	Aptech Computer Education Certification
Learnbay	7 months-18 months	Yes	Offline and Online	Learnbay Professional Certificate
Webel Fujisoft Vara	6 months	Yes	Online	Post Graduate Certificate in Data Science
Apollonius School of Data Science	4 months	Yes	Offline and Online	Apollonius School Of Data Science Certification

1.   Karmick Institute

• Google Rating: 4.6
• Course Duration: 6 months.
• Highlights: Comprehensive curriculum covering essential aspects of data science and analytics, data analytics course, offline/online classes led by industry veterans, E&ICT Academy, IIT Guwahati certified data scientist course, a wide range of data science courses designed for both fresh graduates and working professionals.
• Placement Assistance: 100% placement support, resume building, mock interviews, capstone projects, and more.

Karmick Institute is the leading full-stack data science course with AI & ML provider in Kolkata. The comprehensive AI and data scientist course in Kolkata equips students with the skills and knowledge required to excel in the field. The data science course with placement support ensures student start their earning journey right after the program completion.

Karmick Institute is the best data science training institute in Kolkata quite renowned for its top-notch education quality and industry-focussed curriculum. With high-quality facilities, in-depth resources, and modern amenities, Karmick aims to provide a conducive learning environment for every learner. Whether you are looking for a data analytics offline course in Kolkata or data analyst training online, this institute caters to all learning preferences and needs.

This full-stack data science course institute offers early bird scholarships to meticulous students regardless of major/minor. The course is designed for both beginners as well as professionals who want to carve their way into the data science field.

This data science institute in Kolkata offers prestigious certification from E&ICT Academy, IIT Guwahati which is the best data science certification students can get to validate their skills and build a strong career in data science.

Getting a data science certification in Kolkata is essential to kickstart your career path in data. This top-rated Data Science Training institute in Kolkata can help you start a rewarding career in this booming field.

Karmick Institute Full Stack Data Science Course in Kolkata Curriculum:

Module	What Students Will Learn?
Module 1: Introduction to Computer Programming	Fundamentals of Python programming including data types, control flow, operations, functions, and object-oriented programming. Advanced topics like exception handling and AI-assisted programming using ChatGPT. Students apply what they have learned in two final research projects.
Module 2: Numerical Programming in Python	Data structures, recursions, algorithms, and data manipulation using NumPy and Pandas. Advanced data wrangling techniques, web scraping, and data visualization with Seaborn and Matpolib. Using artificial intelligence tools for data wrangling. Concluding learnings with two research projects to strengthen skills and attain practical experience.
Module 3: Relational Databases	Essential concepts of SQL for data analysis including table manipulation, query writing, data exploration, and advanced functions. Integration of SQL with Python and leveraging artificial intelligence tools like ChatGPT to get assistance in writing queries. Conclusion of course with two research papers.
Module 4: Data Visualisation Tools	Excel fundamentals, advanced dashboarding techniques using Power BI and Tableau, and data visualization. Creating compelling stories with data, web, and customer analytics, and leveraging AI tools to improve presentations. Application of skills to real-world projects.
Module 5: Applied Statistics	Essential mathematical foundations of data science including statistics, probability theory, and sampling techniques. Leveraging artificial intelligence tools to simplify intricate equations. Applying learnings to real-world problems with two research papers.
Module 6: Introduction to Machine Learning	Core concepts of machine learning include supervised and unsupervised models, model optimization, data preparation, and numerous applications such as time series analysis, customer segmentation, NLP (natural language processing), and image processing. Advanced techniques like bagging, boosting, and non-linear algorithms. Leveraging AI tools to develop AI itself. Practical application with two hands-on research projects.

Karmick Institute’s Placement Assistance:

Karmick Institute has a dedicated placement assistance team to help students secure high-paying jobs in the data science field. This institute has strong ties with several industry experts who actively seek young and talented data science graduates which increases the likelihood of obtaining jobs in top-tiered companies. Their placement support includes mock interviews, resume building, networking, job opportunities, and more.

Karmick Institute’s Faculty Expertise and Teaching Methods:

The full-stack data science course in Kolkata is led by experts from IIT Guwahati and industry veterans. Each mentor has many years of expertise in the data science industry. Students can learn and master various analytical tools and advanced technologies in data science right from industry experts in a classroom setting, allowing direct interaction between instructors and students.

Karmick Institute follows a ‘learning by doing’ approach. They ensure each student solves real-world problems and handles practical projects during the course to strengthen learning and build analytical skills. They offer a blend of theoretical and hands-on training to make students ready for job opportunities in the data science field.

Course Fee: ₹59,000 to ₹88,500 depending on the plan (Techmaster/Techmaster Pro) with flexible payment options.

Success Stories

Karmick Institute boasts a strong track record of students working in top-tiered firms after completing their full stack data science course. Several students who are now in top data science roles have given Karmick Institute numerous positive ratings.

2. NIIT

• Course Duration: 12 months to 14 months.
• Highlights: Curriculum covering data science concepts, hands-on learnings, and assignments, NIIT certification, and experienced faculty.
• Placement Assistance: Yes.

NIIT is another training institute offering a range of data science courses in Kolkata. This institute equips students with the knowledge and skills required to excel in the data science field. They cover various topics that align with the industry’s demand to make students ready for the job.

NIIT Data Science Course Curriculum:

• Python programming fundamentals including data types, variables, and operators.
• Data cleaning and preparation including data exploration and analysis, and data cleaning techniques.
• Statistical analysis and visualization.
• Fundamental of machine learning.
• Statistics and probability.

Course Fee: ₹75,000 and more.

3. Ivy Professional School

• Course Duration: 6 months.
• Highlights: Comprehensive data science curriculum, experienced faculty members, consistent placement support, and Ivy Professional School certification after course completion.
• Placement Assistance: Yes.

Ivy Professional School is another offering quality education to students seeking to get through in this industry. They provide data science online courses to students, allowing them to pick their learning preferences.

Ivy Professional School Data Science Course Curriculum:

• Programming fundamentals, learn Python a language choice for data science and building programming skills.
• Data cleaning and preparation.
• Data analysis and visualization using Python libraries to extract insightful information and findings.
• Understanding statistical concepts and their application to data analysis and modeling.

Course Fee: ₹51,500.

4. Handson School of Data Science

• Course Duration: 11 months.
• Highlights: Online mode of education, experienced faculty members, career guidance in the form of resume building and mock interviews, flexible learning options, and Handson School of Data Science professional certificate.
• Placement Assistance: Yes

Handson School of Data Science is another training institute that offers a wide range of data science courses with 100% placement in Kolkata. They provide online education to both beginners as well as experienced professionals seeking to upgrade their technological skills.

Handson School of Data Science Course Curriculum:

• Programming fundamentals, learning Python and developing programming skills.
• Data cleaning and preparation.
• Statistical analysis software.
• Data analysis and visualization.
• AI, ML, and SQL fundamentals.

Course Fee: ₹49,999.

5. AILABS

• Course Duration: 3 months to 6 months.
• Highlights: Comprehensive curriculum, experienced faculty members, hands-on training, placement support, and AILABS certification after course completion.
• Placement Assistance: Yes.

AILABS is another reputed institute in Kolkata that provides quality education and training in data science. This institute is a training center for data science, machine learning, and Python. They offer a range of data science courses with full placement support to students.

AILABS Data Science Course Curriculum:

• Fundamentals of programming, learning Python, and developing programming skills.
• Techniques for data cleaning and preparation.
• Data analysis and visualization using tools and visualization libraries.
• Machine learning fundamentals.
• Statistical modeling.

Course Fee: ₹45,000.

6. Data Brio Academy

• Course Duration: 3 months to 6 months.
• Highlights: Experienced faculty, Data Brio Academy certification upon course completion, live online training, and comprehensive data science curriculum.
• Placement Assistance: Yes.

Data Brio Academy is another institute in Kolkata offering various data science courses. This institute focuses more on providing interactive training sessions to students to equip them with skills and knowledge to excel in a technologically driven world.

Data Brio Academy Data Science Course Curriculum:

• Fundamentals of data science and programming.
• Essentials of Python.
• Statistics and maths for data science.
• Data analysis and visualization using various tools.
• Fundamentals of machine learning.

Course Fee: ₹52,000.

7. SkillEnable

• Course Duration: 6 months.
• Highlights: Comprehensive data science curriculum, industry-experienced faculty members, SkillEnable professional certification, hands-on training, and live online classes.
• Placement Assistance: Yes.

SkillEnable is another institute providing data science courses in Kolkata providing high-quality education to students. They offer different programs in data science including a PG program in data science, a data analytics PG program, and more.

SkillEnable Data Science Course Curriculum:

• Basics and advanced Excel topics.
• Data analysis using Python.
• Data cleaning and preparation.
• Basics of machine learning.
• Statistical modeling.
• Data analysis and visualization.

Course Fee: ₹75,000 to  ₹1,00,000.

8. DataSpace Academy

• Course Duration: 6 months to 10 months.
• Highlights: Comprehensive curriculum covering essential concepts of data science, real-world data science assignments, experienced faculty, recognized DataSpace Academy certification, and live online sessions.
• Placement Assistance: Yes.

DataSpace Academy is another institute in Kolkata that equips students with essential data science skills and knowledge to excel in their careers. Their courses are designed for both students and working professionals who are seeking to build a career in the data science field.

DataSpace Academy Data Science Course Curriculum:

• Essentials of Python.
• Data analytics.
• Basics machine learning algorithms.
• Data analysis in Excel.
• Data cleaning and preparation.
• Data analysis and visualization.

Course Fee: ₹1,25,000.

9. Imarticus

• Course Duration: 6 months.
• Highlights: Experienced instructors, Imarticus professional certification after course completion, comprehensive data science curriculum, and hands-on training.
• Placement Assistance: Yes.

Imarticus is another reputed data science course provider in Kolkata offering a robust curriculum that provides an in-depth understanding of machine learning, data analytics, and data visualization techniques.

Imarticus Data Science Course Curriculum:

• Fundamentals of data science including applications and lifecycle.
• Statistics include descriptive statics, interferential statistics, and probability statistics.
• Data cleaning and preparation.
• Data analysis and visualization using various tools.
• Data visualization techniques.

Course Fee: ₹55,000 to ₹2,25,000.

10. GlobNet Systems

• Course Duration: 3 months.
• Highlights: Comprehensive data science curriculum covering essential topics, experienced faculty members, hands-on training, GlobNet Systems professional certificate after course completion, and placement support.
• Placement Assistance: Yes.

GlobNet Systems is another IT training institute in Kolkata that provides comprehensive data science courses to equip students with the required skills and knowledge to succeed in the field. Their curriculum blends theoretical concepts and practical applications via hands-on assignments.

GlobNet Systems Data Science Course Curriculum:

• Fundamentals of Python and developing programming skills.
• Techniques for data cleaning and preparation.
• Data analysis and preparation using various tools and libraries.
• Basics and advanced machine learning algorithms.
• Advanced Excel.

Course Fee: ₹40,000.

11. Analytics Educator

• Course Duration: 6 months to 9 months.
• Highlights: Comprehensive data science curriculum, experienced instructors, Analytics Educator professional certificate after course completion, placement support, and live online classes.
• Placement Assistance: Yes.

Analytics Educator is another training institute for data science that offers a wide range of technological courses in Kolkata. Their curriculum is designed for both students as well as working professionals seeking to enter the analytics industry. They also offer placement support to students after course completion.

Analytics Educator Data Science Course Curriculum:

• Overview of data science concepts and their application in industry.
• Fundamental statistical concepts.
• Data cleaning techniques and transformation.
• Data manipulation.
• Data visualization using various tools and libraries.
• Fundamentals of machine learning.
• Advanced machine learning.

Course Fee: ₹10,000 to ₹40,000.

12. Aptech Computer Education

• Course Duration: 10 months to 14 months.
• Highlights: Short and long-term certification programs, comprehensive curriculum, placement support, experienced instructors, hands-on training, and Aptech Computer Education professional certification after course completion.
• Placement Assistance: Yes.

Aptech Computer Education is another institute that aims to provide students and working professionals with a solid understanding of data science. They offer a wide range of data science courses that equip learners with the required skills and knowledge to excel in a data-driven world.

Aptech Computer Education Data Science Course Curriculum:

• Data analysis with Microsoft Excel.
• Python programming and developing programming skills.
• Fundamentals of data science and its lifecycle.
• Fundamental concepts of statistics.
• Data manipulation and cleaning.
• Data visualization techniques and tools.

Course Fee: ₹90,000.

13. Learnbay

• Course Duration: 7 months to 18 months.
• Highlights: Experienced faculty members, comprehensive data science curriculum covering essential concepts, placement support, Learnbay professional certificate after course completion, and hands-on projects.
• Placement Assistance: Yes.

Learnbay is another institute in Kolkata offering data science courses to students and professionals. This institute aims to provide quality training to students. This institute trains students with hands-on projects alongside theoretical topics to make them ready for a data-driven world.

Learnbay Data Science Course Curriculum:

• Understanding data science, its applications, and its lifecycle.
• Concepts and techniques of statistics.
• Data cleaning and preparation using various tools.
• Data visualization using libraries.
• Exploration of various machine learning algorithms.
• Statistical modeling.

Course Fee: ₹1,25,000.

14. Webel Fujisoft Vara

• Course Duration: 6 months.
• Highlights: Comprehensive curriculum covering essential data science topics, experienced instructors, hands-on assignments, placement support, and Post Graduate Certificate in Data Science after course completion.
• Placement Assistance: Yes

Webel Fujisoft Vara is another data science course provider in Kolkata that aims to provide students with essential skills and knowledge to succeed in the data science field. This institute combines theoretical concepts with practical training to make learners ready for the job.

Webel Fujisoft Vara Data Science Course Curriculum:

• Fundaments of machine learning including concepts, application, and lifecycle.
• Statistical concepts and modeling.
• Data cleaning and transformation techniques.
• Data visualization using popular tools and techniques.
• Machine learning algorithm.

Course Fee: ₹1,45,000 to ₹ 2,25,000.

15. Apollonius School of Data Science

• Course Duration: 4 months.
• Highlights: Comprehensive curriculum on data science, expert faculty members, placement support, live interactive online/offline classes, and Apollonius School Of Data Science certification upon course completion.
• Placement Assistance: Yes.

Apollonius School of Data Science is another institute providing quality technological education in Kolkata. Their courses are designed to equip students with the required skills and knowledge to succeed in the data science world. Their curriculum caters to both beginners and professionals seeking to shift into the data science field.

Apollonius School Of Data Science Course Curriculum:

• Introduction to data science including significance and lifecycle.
• Python programming fundamentals including data types, variables, and operators.
• Statistical concepts, modeling, and methods.
• Data cleaning and processing techniques.
• Data visualization techniques using various tools and libraries.
• Introduction to machine learning.

Course Fee: ₹40,000.

Data Science Course Eligibility Criteria

To embark on a successful career in data science, you need to thoroughly understand the eligibility criteria of the course. In the following section, we have outlined the key requirements for a data science course to guide your journey. 

Academic Eligibility 

• Minimum Qualification: Completion of class 12 (higher secondary education) is required for foundation data science courses. To take up advanced data science programs, you need a bachelor’s degree from a recognized university.
• Preferred Academic Streams: Students with a background in mathematics, computer science, engineering, statistics, and science are often preferred. This is because these disciplines provide a strong foundation in technical and analytical principles which is vital for data science.
• Alternative Options: A certain beginner-level data scientist course in Kolkata has minimal or no formal education requirements. This makes data science courses accessible to students and professionals with varied academic backgrounds.

Professional Background

• Working Professionals: Professionals transitioning to the data science field with a background in data analysis, IT engineering, or software development are highly suitable. Having 1-2 years of experience in these fields can strengthen your application for a certified data scientist course.
• Relevant Skills: Even without a relevant professional background, if you have proficiency in tools like SQL and Excel or programming languages such as Python; your application for the full stack data scientist course is significantly enhanced. 
• Executive Programs: These are meant for experienced professionals who are seeking to upskill and advance in their data science careers.

Age Limit and General Requirements

Data science courses in Kolkata do not impose an upper age limit to make these programs accessible to all learners irrespective of age. However, a few government-sponsored data science training programs might have specific age limits. Additionally, a foundational understanding of English is necessary as data science course materials and instructions are provided in this language only.

Data Science Course Fees in Kolkata

When discussing data science courses in Kolkata, it is crucial to understand the program fee. Here are the key factors that impact data science course fees in Kolkata.

• Course Level: University degrees such as BSc/MSc are pricier than certifications and specialized diplomas/PGPs.

• Duration: In-depth and long data science courses that cover advanced topics like AI and deep learning have comparatively high costs. However, if you are looking for short-term courses, you can find various options in data science institutes in Kolkata.

• Delivery Mode: Data science online courses are more budget-friendly compared to offline programs and provide more flexibility. Whereas, offline classes provide comparatively better communication and hands-on learning than online. 

• Institution Type: Data science course fee in Kolkata vary from institute to institute. However, you can expect to pay between ₹70,000 to 8,00,000 for this program.

Data Science Certification Process

Data science certification in Kolkata unlocks numerous career opportunities as this field is brimming with numerous opportunities. To acquire a data science certification, you need to follow these steps.

Research and Selection

The first thing is to pick the right data science institute which requires in-depth research. Explore all the data science institutes in Kolkata offering this certification. Whether it is data visualization, artificial intelligence, machine learning, or big data, evaluate your career aspirations to pick a specialization that aligns with your career goals. Read reviews, gauge ratings, and analyze the reputation, and industry recognition of the institute before enrollment. 

Analyze Requisites

Once you select a data science institute, make sure you meet all their requirements. Some certifications may require prior knowledge in the field or completion of a specific course. However, many institutes take up students/professionals without any prior experience. Therefore, review the certification requirements to confirm your eligibility.

Application and Registration

Once you have selected the data science course provider, the next step involves filling out the formal application and following the registration process. This involves providing your necessary documents, paying the course fee, etc.

Study and Prepare

Once you have enrolled, dedicated preparation and study are essential to learn and succeed in the data science field. You need to work on real-world data science projects to apply your theoretical knowledge and gain hands-on experience. Practice all essential topics, create a structured study plan, and manage your time.

Receive Your Certification

The last step is getting the data science certification in Kolkata. Once you complete your course, you will be awarded a physical or digital data science certificate, depending on your opted learning preference (online/offline). This formal recognition of skills and expertise opens doors to new career opportunities in the data science field. 

Parting Thoughts

In this blog post, we explored the 15 best data science courses in Kolkata offered by top institutes (each offering unique teaching methods, benefits, and opportunities.

Given the demand for data science skills, this is the perfect time to invest in AI and data science courses and build a promising future in this field.

There is a massive demand for individuals with data science skills. The best part is, that you can learn and acquire this skill within 6 months with advanced certification from E&ICT Academy, IIT Guwahati, only if you choose Karmick Institute as your course provider.

You can connect to us via WhatsApp or give us a quick call at 09836423755 to kickstart your career in full-stack data science with AI and ML.

 

FAQs on Full Stack Data Science Courses in Kolkata

What is full-stack data science?

Full-stack data science covers the entire data journey, from collection and preparing raw data (data engineering) to analyzing it for insights, building and deploying machine learning models (including AI like deep learning and NLP), and visualizing results. It’s about having the skills to manage every step, ensuring data translates into actionable decisions.

Which is better, full-stack or data science?

Both full-stack and data science are immensely valuable skills in today’s era. If you enjoy working with the whole data pipeline, from ingestion to deployment then full-stack data science is a good career choice for you.

What is the average salary of a data scientist in India?

Full-stack data scientists command competitive salaries. A data scientist in India makes an average salary of ₹13,00,000 per annum. Their salary also depends on the specialized role such as data analyst (₹5,09,417), data engineer (₹8,87,206), machine learning engineer (₹8,76,859) and database developer (₹6,90,363).

Which full-stack is in demand?

Full-stack data science and full-stack web development are both highly demanding careers. Students and professionals seeking to enter this field can easily learn these skills in a reliable data science course institute.

Does full-stack data science have a future?

As technology is evolving at a great pace, full-stack data science is a highly lucrative career at present and in the coming future.

Is full-stack data science course good for freshers?

Full-stack data science course with AI & ML is a very good career path for freshers as the demand for full-stack data scientists is high and projected to rise more in the future.

Is full-stack data science course easy?

While full-stack development requires expertise in front-end and back-end development, AI and data science courses make it easier for beginners to get a grasp of the concepts easily.

Which course is best in data science?

Advanced certification in full-stack data science with AI & ML from Karmick Institute is among the best data science courses in Kolkata.

What is a data science course for?

Full-stack data science with AI & ML course equips learners with comprehensive knowledge of the complete data science pipeline, from cleaning and analysis to model deployment. A reputable data science training institute covers both theoretical and practical projects to build job-ready full-stack data scientists in a couple of months.

Is data science a good career?

Yes, data science is among the most lucrative career choices. The demand for skillful data scientists is at its peak which makes this field an excellent career path that offers competitive pay.

What are the key skills required for a career in data science?

The key skills required for a data science career include knowledge of machine learning and data visualization, and programming languages like Python or R. However, the comprehensive curriculum of data science courses in Kolkata can navigate you from basic to advanced concepts seamlessly.

How does AI and machine learning fit into data science?

AI and machine learning are key components of data science. They enable the creation of predictive models and automated decision-making from a set of data. AI and ML are used to extract insights that traditional analysis lacks.

What are the job roles available for data science professionals?

Job roles include data scientist, data analyst, machine learning engineer, data engineer, and business intelligence analyst.

Which industries hire data science professionals?

As more businesses are realising the importance of data-driven decision-making, data scientists are required across various industries including technology, healthcare, finance, manufacturing, etc. 

What programming languages are essential for data science?

While Python and R are essential programming languages for data science, SQL is vital for database management. 

How important is mathematics and statistics in data science?

Mathematics and statistics are fundamental to data science. They provide the foundation for understanding and interpreting data, creating models, and authenticating results. 

Can beginners start a career in data science without prior coding knowledge?

Yes, beginners can start their careers in data science. However, they must learn programming and statistical concepts through foundational through full stack data scientist course.

Which tools and technologies are commonly used in data science?

Python libraries (NumPy, Pandas, Scikit-learn), SQL, Tableau, etc. are commonly used tools and technologies in data science which can be learned through a certified data scientist course.

How long does it take to learn data science?

Learning data science can vary from weeks to several months depending on your grasping power and knowledge of core concepts. Our E&ICT- IIT Guwahati certified full stack data science course in Kolkata with AI & ML turns you into a job-ready professional in 6 months. 

Is a certification necessary to get a job in data science?

To build a strong foundation in data science, you need to acquire certification from a data science institute in Kolkata. It not only validates your skills but also boosts your career prospects. 

What are the different types of machine learning algorithms used in data science?

Common machine learning algorithms include linear regression, decision trees, support vector machines, and neural networks. These algorithms are used for tasks like classification, regression, and clustering.

What is the role of big data in data science?

Big data technology enables data scientists to manage and analyze huge datasets and pull valuable insights from them.

How does data science impact business decision-making?

Data science provides invaluable insights that allow businesses to make correct predictions, improve decision-making, optimize operations, and gain a competitive edge.

What is the best way to gain practical experience in data science?

Enrolling in a reputable data science training institute that focuses on equipping students with practical experience is the right way to do it.  Full-stack data science courses in Kolkata equip learners with comprehensive knowledge of the complete data science pipeline, from cleaning and analysis to model deployment. Our curriculum covers both theoretical and practical projects to build job-ready full-stack data scientists in a couple of months. 

Are there online or offline courses available for learning data science?

Yes, you can find various online and offline data science courses in Kolkata. Data science online courses, including offline and hybrid ranging from beginner to advanced programs. 

How is data science different from traditional data analysis?

Data science includes advanced techniques like AI, and ML, and emphasises predicting future outcomes. Whereas, traditional data analysis focuses on historical data which is often slow and might be unreliable.