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 means creating smart machines to mimic human behavior
Machine Learning is a subset of AI and builds a model based on training data to make predictions
Deep learning is a subset of ML, a class of ML algorithms to solve complex problems.
Data Science is a subset of AI. It is an area of statistics, scientific methods, etc. to extract meaning and insights from data.
Let us see what we have discussed using a Venn Diagram:
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