Data Science: Data Science is a multidisciplinary field that involves extracting insights and knowledge from structured and unstructured data using various scientific methods, processes, algorithms, and systems.
Artificial Intelligence (AI): Artificial Intelligence is a broader concept referring to the development of computer systems that can perform tasks that typically require human intelligence. It encompasses various approaches, including machine learning, natural language processing, and problem-solving.
2. Scope:
Data Science: Primarily focuses on extracting meaningful insights from data, including descriptive and predictive analysis, clustering, and data visualization.
Artificial Intelligence: Encompasses a broader spectrum, aiming to create machines capable of performing tasks that typically require human intelligence, such as speech recognition, problem-solving, and decision-making.
3. Purpose:
Data Science Training in Pune: Aims to analyze and interpret complex data sets, derive actionable insights, and inform decision-making processes.
Artificial Intelligence: Aims to create intelligent machines that can mimic human-like cognitive functions, learn from experience, and adapt to new situations.
4. Techniques:
Data Science: Involves statistical analysis, machine learning, data mining, and data visualization to draw conclusions and insights from data.
Artificial Intelligence: Encompasses a range of techniques, including machine learning, neural networks, natural language processing, and expert systems, to enable machines to perform intelligent tasks.