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Artificial Intelligence with Python. A Comprehensive Guide to Building Intelligent Apps for Python Beginners and Developers
Prateek Joshi
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E-BOOK
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Artificial Intelligence is becoming increasingly relevant in the modern world. By harnessing the power of algorithms, you can create apps which intelligently interact with the world around you, building intelligent recommender systems, automatic speech recognition systems and more.
Starting with AI basics you'll move on to learn how to develop building blocks using data mining techniques. Discover how to make informed decisions about which algorithms to use, and how to apply them to real-world scenarios. This practical book covers a range of topics including predictive analytics and deep learning.
Starting with AI basics you'll move on to learn how to develop building blocks using data mining techniques. Discover how to make informed decisions about which algorithms to use, and how to apply them to real-world scenarios. This practical book covers a range of topics including predictive analytics and deep learning.
- 1. Introduction to Artificial Intelligence
- 2. Classification and regression using supervised learning
- 3. Predictive analytics with ensemble learning
- 4. Detecting patterns with unsupervised learning
- 5. Building recommender systems
- 6. Logic programming
- 7. Heuristic search techniques
- 8. Genetic algorithms
- 9. AI Games
- 10. Natural Language Processing
- 11. Probabilistic Reasoning for sequential data
- 12. Speech Recognition
- 13. Object detection and tracking
- 14. Artificial Neural Networks
- 15. Reinforcement Learning
- 16. Deep Learning with convolutional neural networks
- Titel:Artificial Intelligence with Python. A Comprehensive Guide to Building Intelligent Apps for Python Beginners and Developers
- Autor:Prateek Joshi
- Originaler Titel:Artificial Intelligence with Python. A Comprehensive Guide to Building Intelligent Apps for Python Beginners and Developers
- ISBN:9781786469670, 9781786469670
- Veröffentlichungsdatum:2017-01-27
- Format:E-Book
- Artikel-ID: e_15vk
- Verleger: Packt Publishing
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