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Packt Publishing's blog post was featured

Building Neural Network in Keras

A neural network is a series of algorithms that aims to identify underlying relationships in a set of data through a process that is similar to the way the human brain functions.Keras is an open-source library written in Python for advancing and evaluating deep learning models. It enables you to define and train neural network models in a few lines of code. In this post, we will learn how to build a neural network using Keras.In this article, we will learn how to build a Neural Network using…See More
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Packt Publishing's blog post was featured

Web Scraping

All the data we need today is already available on the internet, which is great news for data scientists. The only barrier to using this data is the ability to access it. There are some platforms that even include APIs (such as Twitter) that support data collection from web pages, but it is not possible to crawl most web pages using this advantage..This article is written by Olgun Aydin, the author of the book…See More
May 30
Rakesh Chintha liked Packt Publishing's blog post Common MapReduce Patterns
May 30
Packt Publishing's blog post was featured

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 point. Serving the PyTorch model in Python itself is the…See More
May 16
Shankar S liked Packt Publishing's blog post Understanding Greedy Classifiers with a Real-World Example
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Packt Publishing's 2 blog posts were featured
Apr 28
Packt Publishing's blog post was featured

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 products such as Microsoft…See More
Apr 21
Packt Publishing's blog post was featured

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…See More
Apr 18
Tauheedul Ali liked Packt Publishing's blog post Classification and Regression Trees
Apr 16
Packt Publishing posted a blog post

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 easily build simple and complex…See More
Mar 28
Tauheedul Ali liked Packt Publishing's blog post Free eBooks on Data Visualization and Machine Learning
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Muthu Kumaran Lekshmanan liked Packt Publishing's blog post Hands-on introduction to Big Data and Advanced Analytics
Feb 16
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Prabhakaran Sampath liked Packt Publishing's blog post Classification and Regression Trees
Feb 1
Packt Publishing's blog post was featured

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 a linear relationship…See More
Jan 31
sirisha mds liked Packt Publishing's blog post Hands-on introduction to Big Data and Advanced Analytics
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Richard Gall is co-editor of the Packt Hub. He’s interested in politics, tech culture, and how software is being used by modern businesses.
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Packt Publishing's Blog

Building Neural Network in Keras

Posted on July 18, 2019 at 3:27am 0 Comments

A neural network is a series of algorithms that aims to identify underlying relationships in a set of data through a process that is similar to the way the human brain functions.

Keras is an open-source library written in Python for advancing and evaluating deep learning models. It enables you to define and train neural network models in a few lines of code. In this post, we will learn how to build a neural network using…

Continue

Web Scraping

Posted on May 26, 2019 at 7:57pm 0 Comments

All the data we need today is already available on the internet, which is great news for data scientists. The only barrier to using this data is the ability to access it. There are some platforms that even include APIs (such as Twitter) that support data collection from web pages, but it is not possible to crawl most web pages using this advantage..

This…

Continue

Serving with the PyTorch model – Flask

Posted on May 14, 2019 at 9:48pm 0 Comments

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…

Continue

Common MapReduce Patterns

Posted on April 26, 2019 at 7:27pm 0 Comments

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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