19 Dec DS vs AI vs ML vs DL – Difference

Users often get confused to understand the difference between Data Science, Artificial Intelligence, Machine Learning, and Deep Learning. Remember, the Artificial Intelligence ecosystem includes both Machine Learning and Deep Learning. However, Artificial Intelligence also includes Data Science, but the ecosystem of Data Science is beyond AI.

Artificial Intelligence

Artificial Intelligence means creating smart machines to mimic human behavior

Machine Learning

Machine Learning is a subset of AI and builds a model based on training data to make predictions

Deep Learning

Deep learning is a subset of ML, a class of ML algorithms to solve complex problems.

Data Science

Data Science is a subset of AI. It is an area of statistics, scientific methods, etc. to extract meaning and insights from data.

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Read More:

• What is Data
• How Information is extracted
• Volume of Data – Big Data
• Examples of Data
• Types of Data (Big Data)
• What is Structured Data
• Sources of Structured Data
• What is Unstructured Data
• Sources of Unstructured Data
• What is Data Science
• Data Science Forms
• Boom in Data Science
• Data Science Examples
• Programming Languages for Data Science