Machine Learning

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Google’s Self-Training AI Turns Coders Into Machine-Learning Masters - MIT Technology Review

Google just made it a lot easier to build your very own custom AI system.<p>A new service, called Cloud AutoML, uses several machine learning tricks to …

Machine Learning

[D] Regression with examples of wrong answers

Consider a regression problem of approximating f(x) : Rn ↦ Rm when we have two datasets: a set of <i>correct answers</i> corresponding to a typical …

Data Science

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

Deep Learning

Sequence Models

<b>About this course:</b> This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, …

Machine Learning

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20: TensorFlow for Deep Learning Research.<br>It will be updated as the class …

TensorFlow

Tensorflow for Deep Learning Research

FAQ<p>Is this the first time this class is offered?<p>Yes. Therefore, the materials of the class are not yet polished and the teaching might be …

Machine Learning

Addressing Large Hadron Collider Challenges by Machine Learning

<b>About this course:</b> The Large Hadron Collider (LHC) is the largest data generation machine for the time being. It doesn’t produce the big data, the …

Machine Learning

Artificial intelligence can ‘evolve’ to solve problems

Many great ideas in artificial intelligence languish in textbooks for decades because we don’t have the computational power to apply them. That’s …

Machine Learning

Applied Data Science with Python

COURSE 1<p>Upcoming session: Jan 15<p>SubtitlesEnglish, Vietnamese, Chinese (Traditional)<p>About the Course<p>This course will introduce the learner to the …

Data Science

This ‘mind-reading’ algorithm can decode the pictures in your head

Imagine searching through your digital photos by mentally picturing the person or image you want. Or sketching a new kitchen design without lifting a …

The Brain

Machine Learning With Big Data

Machine Learning

Machine Learning Foundations: A Case Study Approach

Machine Learning

Practical Reinforcement Learning

<b>About this course:</b> The goal of «Intro to Reinforcement learning» is in its name: introduce students to reinforcement learning – the prominent area of …

Machine Learning

Google Cloud Platform Big Data and Machine Learning Fundamentals

Introduction to the Data and Machine Learning on Google Cloud Platform Specialization<p>4 videos, 1 reading<p>expand<p>Module 1: Introduction to Google Cloud …

Big Data

Advanced Machine Learning

COURSE 1<p>Introduction to Deep Learning<p>Upcoming session: Jan 15<p>Commitment6 weeks of study, 6-10 hours/week<p>SubtitlesEnglish<p>About the Course<p>The goal of …

Machine Learning

Ray: A Distributed System for AI

Robert Nishihara and Philipp Moritz Jan 9, 2018<p>As machine learning algorithms and techniques have advanced, more and more machine learning …

Machine Learning

Serverless Machine Learning with Tensorflow on Google Cloud Platform

Welcome to Serverless Machine Learning on Google Cloud Platform<p>3 videos, 1 practice quiz<p>expand<p>Module 1: Getting Started with Machine Learning<p>24 …

Machine Learning

Turning Design Mockups Into Code With Deep Learning

Within three years deep learning will change front-end development. It will increase prototyping speed and lower the barrier for building …

Deep Learning

Node.js + face-recognition.js : Simple and Robust Face Recognition using Deep Learning

The npm package for face recognition<p>In this article I am going to show you how to perform robust face detection and face recognition using</b> …

Machine Learning

Disease Prediction, Machine Learning, and Healthcare

The 21st century has been an era of data-driven decisions. It is said that the segments or industries that generate more data will grow faster and …

Machine Learning

How Artificial Intelligence Will Increase Your Creativity in the Nearest Future

Art, in its many shapes, is basically an expression of the human experience. An awesome bit of artistic work can move us to laughter or tears; an …

Artificial Intelligence

Google and Uber Are Building AI Systems That Doubt Themselves

Google and Uber are introducing a sense of uncertainty into their deep-learning models, so that AI programs can measure their confidence in …

Machine Learning

The 3 Tricks That Made AlphaGo Zero Work

There were many advances in Deep Learning and AI in 2017, but few generated as much publicity and interest as DeepMind’s AlphaGo Zero. This program …

Deep Learning

A Complete Tutorial on Tree Based Modeling from Scratch (in R Python)

Introduction<p>Tree based learning algorithms are considered to be one of the best and mostly used supervised learning methods. Tree based methods …

Essentials of Machine Learning Algorithms (with Python and R Codes)

<b>Note: This article was originally published on Aug 10, 2015 and updated on Sept 9th, 2017</b><p>Introduction<p>Google’s self-driving cars and robots get a lot …

Data Science

Introduction to Statistical Learning

If you use any of these figures in a presentation or lecture, somewhere in your set of slides please add the paragraph: "Some of the figures in this …

In-depth introduction to machine learning in 15 hours of expert videos

(This article was first published on <b>R - Data School</b>, and kindly contributed to R-bloggers)<p>In January 2014, Stanford University professors Trevor …

30 Amazing Machine Learning Projects for the Past Year (v.2018)

<b>For the past year</b>, we’ve compared nearly 8,800 open source Machine Learning projects to pick Top 30 (0.3% chance).<p>This is an extremely competitive …

Machine Learning

Understanding Feature Engineering (Part 1) — Continuous Numeric Data

Introduction<p><b>“Money makes the world go round”</b> is something which you cannot ignore whether to choose to agree or disagree with it. A more apt saying …

Data Science