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Packt Publishing's Blog (32)

Serving with the PyTorch model – Flask

PyTorch is known for being a clean framework, and hence it was a challenging task to achieve the production capability and flexibility needed for research. I think that the major hurdle for pushing production support to the core was going out of Python's realm and moving the PyTorch model to a faster, thread-safe language that has multithreading capability. But then, that violated the Python-first principle that PyTorch had up to that…

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Added by Packt Publishing on May 14, 2019 at 9:48pm — No Comments

Common MapReduce Patterns

This article by Chanchal Singh and Manish Kumar will delve into some of the common MapReduce patterns that will help you work with Hadoop. Chanchal Singh has more than five years of experience in product development and architect design, and Manish Kumar is a technical architect with more than ten years of experience in data management, working as a data architect and product architect.

The design patterns are the solution templates for solving specific problems. Developers…

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Added by Packt Publishing on April 26, 2019 at 7:27pm — No Comments

Top 5 Books on AI and ML to Grab Today

It has been popularly noted that artificial intelligence would be like the ultimate version of Google. With recent advancements in research and technology, Artificial Intelligence (AI) and Machine Learning (ML) are slowly becoming a part of our routine.

The pace at which technology is growing is unfathomable. As these smart technologies engulf our life, staying updated with them is the need of the day. So, here’s Packt’s selection of finest books in artificial intelligence and machine…

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Added by Packt Publishing on April 26, 2019 at 7:13pm — No Comments

Understanding Greedy Classifiers with a Real-World Example

The diverse fields in which machine learning has proven its worth is nothing short of amazing. At the heart of machine learning are the various algorithms it employs to classify data and predict outcomes. This article highlights two greedy classifiers that, albeit simple, can be extremely powerful in their own right.

 

This article is an excerpt from the book…

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Added by Packt Publishing on April 16, 2019 at 11:37pm — No Comments

An Overview of Microsoft’s Network-Based Interconnect

Learn about Microsoft's network architecture and products in this article by Florian Klaffenbach, a technology solution professional at Microsoft who is a well-known expert when it comes to hybrid cloud scenarios, cloud connectivity, and cloud environment optimization.

This article will take a closer look at Microsoft's connectivity options and how you can connect to Microsoft Cloud Services. You will learn about Microsoft's points of presence for internet peering and…

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Added by Packt Publishing on April 16, 2019 at 9:26pm — No Comments

Choosing from Popular Python Web Frameworks

This article delves in some of the widespread Python web frameworks and what makes them popular today.

Python is one of the most popular and versatile programming languages. There are thousands of Python packages, and these allow you to extend Python capabilities to any domain,be it web development, Internet of Things (IoT), artificial intelligence, or machine learning, and scientific computing. We can work with many different web frameworks and packages to…

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Added by Packt Publishing on March 26, 2019 at 9:50pm — No Comments

Classification and Regression Trees

Learn about CART in this guest post by Jillur Quddus, a lead technical architect, polyglot software engineer and data scientist with over 10 years of hands-on experience in architecting and engineering distributed, scalable, high-performance, and secure solutions used to combat serious organized crime, cybercrime, and fraud.

Although both linear regression models allow and logistic regression models allow us to predict a categorical outcome, both of these models assume…

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Added by Packt Publishing on January 31, 2019 at 4:09am — No Comments

Hands-on introduction to Big Data and Advanced Analytics

Every person and every organization in the world manages data, whether they realize it or not. Data is used to describe the world around us and can be used for almost any purpose, from analyzing consumer habits to fighting disease and…

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Added by Packt Publishing on January 20, 2019 at 11:58pm — No Comments

Five Latest Machine Learning eBooks

Working with real data means that you need to get real insight for your business; don't let the essential information slip out of your grasp - the world of machine learning awaits you!

Here is a list of Packt’s latest Machine Learning eBooks to help you stay updated with the technology.…

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Added by Packt Publishing on January 16, 2019 at 11:33pm — No Comments

The Truth about Artificial Intelligence

How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances?…

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Added by Packt Publishing on December 26, 2018 at 9:43pm — No Comments

Playing by the Rules

Tokenomics is the economy of this new world. This is a no-holds-barred, in-depth exploration of the way in which we can participate in the blockchain economy.

The following is an excerpt from the book, Tokenomics by Thomas Power and Sean Au and published by Packt.

One of the biggest challenges of…

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Added by Packt Publishing on December 12, 2018 at 4:06am — No Comments

System Modeling: Understanding Logical and Physical Architecture

The goal of both logical and physical architecture specifications is to define and document the logical and physical components of a system, respectively, in order to provide clarity around how those component elements relate to one another. The artifacts resulting from either effort could be text documentation, or diagrams, and both have their own advantages and drawbacks.

 

This is an extract is taken from …

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Added by Packt Publishing on December 6, 2018 at 12:47am — No Comments

The Word2Vec Algorithm

This article is an excerpt from “Natural Language Processing and Computational Linguistics” published by Packt.…

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Added by Packt Publishing on November 28, 2018 at 12:29am — No Comments

Best books on Artificial Intelligence and Deep Learning for October 2018

Advanced Deep Learning with Keras

 

A comprehensive guide to advanced deep…

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Added by Packt Publishing on November 12, 2018 at 2:20am — No Comments

Top Data Analysis Books and Videos to become an Expert in Data

Learn how to transform data into business insight with these Data Tutorials and eBooks.

Deep Reinforcement Learning Hands-On By Maxim Lapan

This practical guide will teach…

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Added by Packt Publishing on October 24, 2018 at 3:19am — No Comments

Expert Insight Book on Machine Learning

Python Machine Learning - Second Edition by Sebastian Raschka & Vahid Mirjalili

The first edition of this book, is a balance of classical ideas and modern insights into…

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Added by Packt Publishing on October 17, 2018 at 12:56am — No Comments

Free eBooks from Packt

TensorFlow 1.x Deep Learning Cookbook

By Antonio Gulli, Amita Kapoor

Take the next step in implementing various common and not-so-common neural networks with Tensorflow 1.x

In this book, you will learn how to efficiently use TensorFlow, Google's open…

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Added by Packt Publishing on September 27, 2018 at 1:06am — 1 Comment

Conversational UI is our Future

Conversational user interface (UI) is changing the way that we interact. Intelligent assistants, chatbots and voice-enabled devices, like Amazon Alexa and Google Home, offer a new, natural, and intuitive human-machine interaction and open up a whole new world for us as humans. Chatbots and voicebots ease, speed up, and improve daily tasks. They increase our efficiency and compared to humans, they are also very cost effective…

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Added by Packt Publishing on September 21, 2018 at 1:07am — No Comments

Developers’ outlook on modern AI in 2018

Artificial Intelligence is the most important development in technology and society since the invention of the Internet.

In August 2018, Packt - the leading UK provider of technology/coding books and courses, conducted a survey to understand how AI is changing the wider tech industry beyond data-specific job roles and how it will impact them today and tomorrow.…

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Added by Packt Publishing on September 13, 2018 at 12:30am — 1 Comment

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