Pattanayak / Unknown Intelligent Projects Using Python

9 real-world AI projects leveraging machine learning and deep learning with TensorFlow and Keras
1. Auflage 2019
ISBN: 978-1-78899-486-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 342 Seiten

No detailed description available for "Intelligent Projects Using Python".

Autoren/Hrsg.

Pattanayak, Santanu

Unknown,

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke

Inhaltsverzeichnis

Table of Contents - Foundations of Artificial Intelligence Based Systems
- Transfer Learning
- Neural Machine Translation
- Style Transfer in Fashion Industry using GANs
- Video to text Translation Applications
- Intelligent Recommender System
- Mobile App for Sentiment Analysis of Movie Reviews from Twitter feed
- Conversational AI Chat bots for Customer Services
- Regenerating Captcha using Audio Morphing
- Train autonomous vehicles to avoid obstacles using Reinforcement Learning

Über Autor(innen)

Pattanayak Santanu:

Santanu Pattanayak works as a Staff Machine Learning Specialist at Qualcomm Corp R&D and is an author of the deep learning book Pro Deep Learning with TensorFlow - A Mathematical Approach to Advanced Artificial Intelligence in Python. He has around 12 years of work experience and has worked at GE, Capgemini, and IBM before joining Qualcomm. He graduated with a degree in electrical engineering from Jadavpur University, Kolkata and is an avid math enthusiast. Santanu is currently pursuing a master's degree in data science from Indian Institute of Technology (IIT), Hyderabad. He also participates in Kaggle competitions in his spare time where he ranks in top 500. Currently, he resides in Bangalore with his wife.