Artasanchez / Joshi Artificial Intelligence with Python

Your complete guide to building intelligent apps using Python 3.x
2. Auflage 2020
ISBN: 978-1-83921-607-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 618 Seiten

No detailed description available for "Artificial Intelligence with Python".

Autoren/Hrsg.

Artasanchez, Alberto

Joshi, Prateek

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung

Inhaltsverzeichnis

Table of Contents - Introduction to Artificial Intelligence
- Fundamental Use Cases for Artificial Intelligence
- Machine Learning Pipelines
- Feature Selection and Feature Engineering
- Classification and Regression Using Supervised Learning
- Predictive Analytics with Ensemble Learning
- Detecting Patterns with Unsupervised Learning
- Building Recommender Systems
- Logic Programming
- Heuristic Search Techniques
- Genetic Algorithms and Genetic Programming
- Artificial Intelligence on the Cloud
- Building Games with Artificial Intelligence
- Building a Speech Recognizer
- Natural Language Processing
- Chatbots
- Sequential Data and Time Series Analysis
- Image Recognition
- Neural Networks
- Deep Learning with Convolutional Neural Networks
- Recurrent Neural Networks and Other Deep Learning Models
- Creating Intelligent Agents with Reinforcement Learning
- Artificial Intelligence and Big Data

Über Autor(innen)

Artasanchez Alberto:

Alberto Artasanchez is a solutions architect with expertise in the cloud, data solutions, and machine learning, with a career spanning over 28 years in various industries. He is an AWS Ambassador and publishes frequently in a variety of cloud and data science publications. He is often tapped as a speaker on topics including data science, big data, and analytics. He has a strong and extensive track record of designing and building end-to-end machine learning platforms at scale. He also has a long track record of leading data engineering teams and mentoring, coaching, and motivating them. He has a great understanding of how technology drives business value and has a passion for creating elegant solutions to complicated problems.Joshi Prateek:

Prateek Joshi is the founder of Plutoshift and a published author of 9 books on Artificial Intelligence. He has been featured on Forbes 30 Under 30, NBC, Bloomberg, CNBC, TechCrunch, and The Business Journals. He has been an invited speaker at conferences such as TEDx, Global Big Data Conference, Machine Learning Developers Conference, and Silicon Valley Deep Learning. Apart from Artificial Intelligence, some of the topics that excite him are number theory, cryptography, and quantum computing. His greater goal is to make Artificial Intelligence accessible to everyone so that it can impact billions of people around the world.