Jake Auxier

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These are the best books for learning modern statistics—and they’re all free

Statistics came well before computers. It would be very different if it were the other way around.<p>The stats most people learn in high school or college come from the time when computations were done with pen and paper. “Statistics were constrained by the computational technology available at the …

Data Science

12 Best Machine Learning and Deep Learning Courses for 2018

Machine Learning and Deep Learning are the future and the future is already here. Predicting the future has been a coveted skill since time …

Machine Learning

Intel® Distribution for Python*

Get the Intel® Distribution for Python* Now<p>The Intel® Distribution for Python* is an easy-to-access, integrated package that delivers faster Python* …

Install

<b>SHAP (SHapley Additive exPlanations)</b> explains the output of any machine learning model using expectations and Shapley values. SHAP unifies aspects of …

The Best JavaScript Frameworks You’re Not Using

Currently there are three front end JavaScript frameworks that dominate the field — React, Vue and Angular. The vast majority of blog posts, …

Artificial Intelligence's "Holy Grail" Victory

The ancient board game of Go highlights AI's incredible future.<p>In 1943, at the height of World War II, the U.S. military hired an audacious …

Open Neural Network Exchange Project Aims To Bring Interoperability Among Deep Learning Frameworks

AWS, Facebook and Microsoft have collaborated to build Open Neural Network Exchange (ONNX), which makes it possible to reuse trained neural network models across multiple frameworks. Since its announcement in September 2017, various players including AMD, ARM, IBM, Intel, Huawei, NVIDIA and …

Machine Learning

Optimization for Deep Learning Highlights in 2017

Table of contents:<p>Improving Adam<p>Decoupling weight decay<br>• Fixing the exponential moving average<p>Tuning the learning rate<p>Warm restarts<p>SGD with …

Christians in France Recite New Version of Lord's Prayer Amid Debate Over God and Temptation

The French Catholic church has adopted a new version of the Lord's Prayer to clear a misunderstanding among some churchgoers, that God has a direct …

On the information bottleneck theory of deep learning

On the information bottleneck theory of deep learning Anonymous et al., <i>ICLR’18 submission</i>Last week we looked at the Information bottleneck theory of …

Deep Learning

WebAssembly Will Finally Let You Run High-Performance Applications in Your Browser

Online applications could work as smoothly as the programs you install on your machine Photo: Gabriela Hasbun Photo: Gabriela HasbunThe author, Luke …

JavaScript

⚔️ Big challenge in Deep Learning: training data

Here we will focus on computer vision, but similar thoughts can be applied to a large diversity of data: text, audio, sensor data, medical data and …

🌟 Introducing Dash 🌟

Create Reactive Web Apps in pure Python<p>Dash is a Open Source Python library for creating reactive, Web-based applications. Dash started as a public …

Five Python Libraries that Make Web Content Extraction Simple

<i>Content extraction from Web pages occurs in a variety of domains such as information retrieval, data mining, etc. This article introduces five</i> …

How to make a web crawler in Python (under 50 lines of code)?

Interested to learn how Google, Bing, or Yahoo work? Wondering what it takes to crawl the web, and what a simple web crawler looks like? In under 50 …

Python Programming