Artificial Intelligence

Artificial Intelligence describes machines that can perform tasks resembling those of humans. So AI implies machines that artificially model human intelligence. AI systems help us manage, model, and analyze complex systems. It is the superset which has Machine Learning & Deep Learning as subset.

Machine learning

Machine learning uses algorithms to parse data, learn from that data, and make informed decisions based on what it has learned.

Deep learning

Deep learning structures algorithms in layers to create an “artificial neural network” that can learn and make intelligent decisions on its own. Deep learning is a subfield of machine learning. While both fall under the broad category of artificial intelligence, deep learning is what powers the most human-like artificial intelligence.

Data science

Data science is a broad field that spans the collection, management, analysis and interpretation of large amounts of data with a wide range of applications. It integrates all the terms above and summarizes or extract insights from data (exploratory data analysis) and make predictions from large datasets (predictive analytics).

intro of AL ML DL And DS