Predictive Analytics with TensorFlow

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Implement deep learning principles to predict valuable insights using TensorFlow

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Implement deep learning principles to predict valuable insights using TensorFlow

Predictive Analytics with Tensorflow
Predictive analytics discovers hidden patterns from structured and unstructured data for automated decision-making in business intelligence.This book will help you build, tune, and deploy predictive models with TensorFlow in three main sections. The first section covers linear algebra, statistics, and probability theory for predictive modeling.The second section covers developing predictive models via supervised (classification and regression) and unsupervised (clustering) algorithms. It then explains how to develop predictive models for NLP and covers reinforcement learning algorithms. Lastly, this section covers developing a factorization machines-based recommendation system.The third section covers deep learning architectures for advanced predictive analytics, including deep neural networks and recurrent neural networks for high-dimensional and sequence data. Finally, convolutional neural networks are used for predictive modeling for emotion recognition, image classification, and sentiment analysis.What You Will Learn* Get a solid and theoretical understanding of linear algebra, statistics, and probability for predictive modeling* Develop predictive models using classification, regression, and clustering algorithms* Develop predictive models for NLP* Learn how to use reinforcement learning for predictive analytics* Factorization Machines for advanced recommendation systems* Get a hands-on understanding of deep learning architectures for advanced predictive analytics* Learn how to use deep Neural Networks for predictive analytics* See how to use recurrent Neural Networks for predictive analytics* Convolutional Neural Networks for emotion recognition, image classification, and sentiment analysis

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مغایرت عنوان کتاب با توضیحات و تصویر جلد
عدم رعایت حقوق نشر طبق قوانین جمهوری اسلامی ایران
محتوای مستهجن
توهین به قومیتها و محتوای نژادپرستی
توهین به اقیلیتهای مذهبی
اهانت به مقامات سیاسی و مذهبی
اشاعه ی کودک آزاری
سایر موارد

بستن

فرمت کتاب

ebook

زبان

english

تاریخ انتشار

2017

نویسنده

Rezaul Karim

ناشر

Packt Publishing - ebooks Account

شابک

9781788398923

20,000 تومان

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خرید کتاب Predictive Analytics with TensorFlow

Predictive Analytics with TensorFlow

گزارش تخلف

فرمت کتاب

ebook

زبان

english

تاریخ انتشار

2017

نویسنده

ناشر

شابک

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