TensorFlow Machine Learning Projects
Build 13 real-world projects with advanced numerical computations using the Python ecosystem
Published on 23. September 2024
322 pages
978-1-78913-240-3 (ISBN)
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No detailed description available for "TensorFlow Machine Learning Projects".
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Edition
Digital original
Language
English
Place of publication
Birmingham
United Kingdom
Target group
Professional and scholarly
US School Grade: College Graduate Student
Edition type
Digital original
Product notice
Reflowable
File size
13,07 MB
ISBN-13
978-1-78913-240-3 (9781789132403)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
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Ankit Jain | Amita Kapoor
TensorFlow Machine Learning Projects
Build 13 real-world projects with advanced numerical computations using the Python ecosystem
Book
11/2018
Packt Publishing
€46.20
Shipment within 3-4 weeks
Persons
Jain Ankit :
Ankit Jain currently works as a senior research scientist at Uber AI Labs, the machine learning research arm of Uber. His work primarily involves the application of deep learning methods to a variety of Uber's problems, ranging from forecasting and food delivery to self-driving cars. Previously, he has worked in a variety of data science roles at the Bank of America, Facebook, and other start-ups. He has been a featured speaker at many of the top AI conferences and universities, including UC Berkeley, O'Reilly AI conference, and others. He has a keen interest in teaching and has mentored over 500 students in AI through various start-ups and bootcamps. He completed his MS at UC Berkeley and his BS at IIT Bombay (India).Kapoor Amita :
Amita Kapoor is an accomplished AI consultant and educator, with over 25 years of experience. She has received international recognition for her work, including the DAAD fellowship and the Intel Developer Mesh AI Innovator Award. She is a highly respected scholar in her field, with over 100 research papers and several best-selling books on deep learning and AI. After teaching for 25 years at the University of Delhi, Amita took early retirement and turned her focus to democratizing AI education. She currently serves as a member of the Board of Directors for the non-profit Neuromatch Academy, fostering greater accessibility to knowledge and resources in the field. Following her retirement, Amita also founded NePeur, a company that provides data analytics and AI consultancy services. In addition, she shares her expertise with a global audience by teaching online classes on data science and AI at the University of Oxford.
Ankit Jain currently works as a senior research scientist at Uber AI Labs, the machine learning research arm of Uber. His work primarily involves the application of deep learning methods to a variety of Uber's problems, ranging from forecasting and food delivery to self-driving cars. Previously, he has worked in a variety of data science roles at the Bank of America, Facebook, and other start-ups. He has been a featured speaker at many of the top AI conferences and universities, including UC Berkeley, O'Reilly AI conference, and others. He has a keen interest in teaching and has mentored over 500 students in AI through various start-ups and bootcamps. He completed his MS at UC Berkeley and his BS at IIT Bombay (India).Kapoor Amita :
Amita Kapoor is an accomplished AI consultant and educator, with over 25 years of experience. She has received international recognition for her work, including the DAAD fellowship and the Intel Developer Mesh AI Innovator Award. She is a highly respected scholar in her field, with over 100 research papers and several best-selling books on deep learning and AI. After teaching for 25 years at the University of Delhi, Amita took early retirement and turned her focus to democratizing AI education. She currently serves as a member of the Board of Directors for the non-profit Neuromatch Academy, fostering greater accessibility to knowledge and resources in the field. Following her retirement, Amita also founded NePeur, a company that provides data analytics and AI consultancy services. In addition, she shares her expertise with a global audience by teaching online classes on data science and AI at the University of Oxford.
Content
Table of Contents
Overview of Tensorflow and Machine Learning
Using Machine Learning to detect exoplanets in outer space
Sentiment Analysis in your browser using Tensorflow.js
Digit Classification using Tensorflow Lite
Speech to text and topic extraction using NLP
Predicting Stock Prices using Gaussian Process Regression
Credit Card Fraud Detection using Autoencoders
Generating Uncertainty in Traffic Signs Classifier using Bayesian Neural Networks
Generating Matching Shoe Bags from Shoe Images Using DiscoGANs
Classifying Clothing Images using Capsule Networks
Making Quality Product Recommendations Using TensorFlow
Object detection at a large scale with Tensorflow
Generating Book Scripts Using LSTMs
Playing Pacman using Deep Reinforcement Learning
What is next?
Overview of Tensorflow and Machine Learning
Using Machine Learning to detect exoplanets in outer space
Sentiment Analysis in your browser using Tensorflow.js
Digit Classification using Tensorflow Lite
Speech to text and topic extraction using NLP
Predicting Stock Prices using Gaussian Process Regression
Credit Card Fraud Detection using Autoencoders
Generating Uncertainty in Traffic Signs Classifier using Bayesian Neural Networks
Generating Matching Shoe Bags from Shoe Images Using DiscoGANs
Classifying Clothing Images using Capsule Networks
Making Quality Product Recommendations Using TensorFlow
Object detection at a large scale with Tensorflow
Generating Book Scripts Using LSTMs
Playing Pacman using Deep Reinforcement Learning
What is next?
