To learn data science, you need to focus on mastering essential skills like Python, SQL, statistics, and machine learning. Work on practical projects to solidify your knowledge, gain hands-on experience, and build a strong portfolio. Our structured data science course with GenAI & ML can help you kickstart your career in the field with a recognised IIT Guwahati certification.

Machine learning is a key component of data science. From data cleaning to building models for classification, clustering, and regression and irregularity detection, machine learning helps in various stages of data science projects.

GAN stands for Generative Adversarial Network. It is a deep learning model where two neural networks (a Generator and a Discriminator) compete with each other. The Generator creates synthetic data, and the Discriminator distinguishes real and fake data, which leads to more realistic outputs.

LLM stands for Large Language Model. It is a type of deep learning model with innumerable parameters that can understand, create, and manipulate human language. In data science, large language models are leveraged for various tasks like NLP (natural language processing), sentiment analysis, text generation, and extracting info from text data.

Data analysts emphasise identifying trends, describing historical data, and creating reports. On the other hand, data scientists leverage advanced statistical and ML techniques to analyse complex sets of data, create predictive models, and pull out invaluable insights for businesses.

The salary of GenAI data scientist depends on the experience, location, and company. However, the average GenAI data scientist salary is ₹38.1 lakhs per year in India.

Yes, GenAI or Generative AI is an integral part of data science. Gen AI is among the AI tools for data science that provide advanced techniques for data integration, augmentation, and development of innovative AI applications. GenAI leverages data science principles to create generative models.

Karmick Institute is among the best data science training institutes in Kolkata that follow the learning-by-doing approach to make students job-ready in this competitive job market. We provide E&ICT- IIT Guwahati certification upon data science course completion. Classes are led by industry experts who ensure every student learns and masters core/advanced concepts of data science through real-world projects. We provide 100% placement assistance to ensure students kickstart their tech careers with ease.

The number of data science companies in Kolkata is growing at a great pace. This city is home to several data science companies including tech giants such as TCS, Wipro, Infosys, and notable consulting firms like Accenture, Cognizant, and Mindtree.