Uploaded bySanjay Patel
Ai vs machine learning vs deep learning
This document provides an overview of artificial intelligence, machine learning, and deep learning. It defines each term and gives examples of their real-world applications. AI is described as enabling machines to mimic human behavior, while machine learning uses statistical methods to allow machines to improve with experience. Deep learning is inspired by neural networks in the brain and uses artificial neural networks. The document notes that deep learning is a type of machine learning and discusses key differences between the two approaches.
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Ai vs machine learning vs deep learning
- 1. AI vs MachineLearning vs Deep Learning Subject : Artificial Intelligence Guide : Mr. Gaurang Patel
- 2. Content We Coverin this topic • What is AI ? • What is Machine Learning ? • What is Deep Learning ? • Where we use AI in real life? • Conclusion
- 3. Biggest Confusion :AI vs ML vs Deep Learning Artificial Intelligence Machine Learning Deep Learning
- 4. History of AI 1950s-1970s Artificial Intelligence The idea of Artificial Intelligence came into experience and the term AI was first coined in 1956
- 5. ICE BERG Its all aboutBIG Data 4.4 ZB to 44 ZB by 2020 • High end computational power • Large Storage • 70% of enterprises will implement AI over the next 12 months
- 6. What is ArtificialIntelligence ? “Artificial Intelligence is a technique which enables machines to mimic human behavior.”
- 7. Examples of AI • AppleSiri • Google Assistance • Tesla Self Driving Car
- 8. Why Machine Learningwas Introduced ? Statistics : How to efficiently train large complex models? Computer Science & Artificial Intelligence : How to train more robust version of the AI ? Neuroscience : How to design operational model of brain ?
- 9. What is MachineLearning ? “Machine Learning is a subset of Artificial Intelligence technique which use statistical methods to enable machines to improve with experience”
- 10. Examples of ML • Snapchat •Netflix • Youtube
- 11. Real Life Example WeightinKG Heightin CM W = H-100 Error
- 12. What is DeepLearning ? “Deep Learning is a particular kind of machine learning that is inspired by the functionality of our brain cells called neurons which led to the concept of artificial neural network”
- 13. Examples of DeepLearning • Size = 4 • Closed • Perpendicular • Equal Sides
- 15. Machine Learning vsDeep Learning
- 16. Deep Learning ISMachine Learning
- 17. Data Dependency Performance Amount ofData Deep Learning Algorithms Older Learning Algorithms
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- 23. Any Questions ? Thanksfor lesioning me