Intelligence & Semantics, Algorithms, Python, Programming & App Development 

Artificial Intelligence with Python: A Comprehensive Guide to Building Intelligent Apps for Python Beginners & DevelopersBuild real-world Artificial Intelligence applications to intelligently interact with the world around you, explore real-world scenarios, and learn about the various algorithms which can be used to build AI applications. Packed with insightful examples and topics such as predictive analytics and deep learning, this book is a must-have for Python developers.SummaryEnter and explore the fascinating world of intelligent apps with Artificial Intelligence with Python. From deep learning through to clustering and predictive analytics, you ll cover introductory and more advanced Artificial Intelligence topics, allowing you to create intelligent apps.About the TechnologyArtificial 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.About the BookStarting 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.What s InsideCover the basics of Artificial Intelligence and dive into insightful examplesUnderstand how to use different algorithms and build apps based on themAdd intelligence layers to any apps based on various dataAbout the ReaderIdeal for Python developers who want to build real-world Artificial Intelligence applications, this book is accessible to Python beginners, and is also suitable for experienced Python programmers looking to use AI techniques in their existing technology stacks.About the AuthorPrateek Joshi is an artificial intelligence researcher, TEDx speaker, and published author of 5 books. Founder of venture-funded Silicon Valley startup Pluto AI, his work in the AI field has led to patents, tech demos and research papers. Prateek has worked for companies including Nvidia and Microsoft Research, and is a popular tech blogger and avid coder.Table of ContentsIntroduction to Artificial IntelligenceClassification and Regression Using Supervised LearningPredictive Analytics with Ensemble LearningDetecting Patterns with Unsupervised LearningBuilding Recommender SystemsLogic ProgrammingHeuristic Search TechniquesGenetic AlgorithmsBuilding Games With Artificial IntelligenceNatural Language ProcessingProbabilistic Reasoning for Sequential DataBuilding A Speech RecognizerObject Detection and TrackingArtificial Neural NetworksReinforcement LearningDeep Learning with Convolutional Neural Networks - from Amzon