O'Reilly on Data

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. As interest in machine learning (ML) and AI grow, organizations are realizing that model building is but one aspect they need to plan for.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

Analytics Vidhya

MAY 28, 2019

Introduction I love reading and decoding machine learning research papers. The post Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule appeared first on Analytics Vidhya. There is so much incredible information to parse through – a goldmine for us.

Machine Learning 304

Machine Learning Analytics Deep Learning 304

O'Reilly on Data

MARCH 27, 2019

Watch highlights from expert talks covering AI, machine learning, data analytics, and more. Shafi Goldwasser explains why the next frontier of cryptography will help establish safe machine learning. Winners of the Strata Data Awards 2019. Watch " Winners of the Strata Data Awards 2019.".

Uncertainty 273

Uncertainty Forecasting Machine Learning Data-driven 273

O'Reilly on Data

DECEMBER 12, 2019

For all the excitement about machine learning (ML), there are serious impediments to its widespread adoption. There are several known attacks against machine learning models that can lead to altered, harmful model outcomes or to exposure of sensitive training data. [8] 2] The Security of Machine Learning. [3]

Machine Learning 276

Machine Learning Modeling Testing Risk Management 276

Analytics Vidhya

MAY 23, 2021

The post Regression Analysis : Real-time Portugal 2019 Election Results appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Hope you all are safe and healthy! Welcome to my blog!

Data Science 273

Data Science Publishing Analytics Machine Learning 273

O'Reilly on Data

MARCH 19, 2020

We use it as a data source for our annual platform analysis , and we’re using it as the basis for this report, where we take a close look at the most-used and most-searched topics in machine learning (ML) and artificial intelligence (AI) on O’Reilly [1]. Unsupervised learning is growing. Growth in ML and AI is unabated.

Deep Learning 356

Deep Learning Machine Learning Data-driven Modeling 356

Analytics Vidhya

NOVEMBER 4, 2019

Without them, a machine learning project would crumble before it starts. The post Master Data Engineering with these 6 Sessions at DataHack Summit 2019 appeared first on Analytics Vidhya. Data engineers are a rare breed. Their knowledge and understanding of software and.

Machine Learning 208

Machine Learning Software Analytics IT 208

O'Reilly on Data

MAY 1, 2019

Watch highlights from expert talks covering machine learning, predictive analytics, data regulation, and more. Sustaining machine learning in the enterprise. Drawing insights from recent surveys, Ben Lorica analyzes important trends in machine learning. Below you'll find links to highlights from the event.

Advertising 214

Advertising Machine Learning Predictive Analytics Data Science 214

O'Reilly on Data

OCTOBER 31, 2019

Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product. Anna Roth discusses human and technical factors and suggests future directions for training machine learning models. Watch “ TensorFlow.js: Bringing machine learning to JavaScript “ MLIR: Accelerating AI.

IoT 246

IoT Machine Learning Modeling Software 246

Data Science 101

DECEMBER 12, 2019

It is Computer Science Education Week and in 2019 Machine Learning and Artificial Intelligence are two of the most popular and influential topics in technology. Training Data Bias Prediction Machine Learning AI. That is why I was so excited when Code.org launched a training specifically aimed at the topics.

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Machine Learning Interactive Technology IT 136

David Menninger's Analyst Perspectives

MAY 3, 2019

Domopalooza 2019 marked the first annual user conference after Domo went public, but the energy, excitement and new feature announcements have not slowed.

IoT 160

IoT Machine Learning Data Integration Business Intelligence 160

O'Reilly on Data

OCTOBER 17, 2019

Watch “ The quest for high-quality data “ Machine learning challenges at LinkedIn: Spark, TensorFlow, and beyond. Zhe Zhang provides an architectural overview of LinkedIn’s machine learning pipelines. Alexis Crowell Helzer outlines a practical approach to implementing machine learning.

Machine Learning 218

Machine Learning Structured Data 218

KDnuggets

DECEMBER 6, 2019

Are you interested in studying machine learning over the holidays? This collection of 10 free top notch courses will allow you to do just that, with something for every approach to improving your machine learning skills.

Machine Learning 159

Machine Learning Deep Learning Analytics 159

CIO Business Intelligence

SEPTEMBER 8, 2022

Machine learning (ML) is a commonly used term across nearly every sector of IT today. This article will share reasons why ML has risen to such importance in cybersecurity, share some of the challenges of this particular application of the technology and describe the future that machine learning enables.

Machine Learning 145

Machine Learning Internet of Things IoT Modeling 145

O'Reilly on Data

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%.

Data-driven 363

Data-driven Software Statistics Marketing 363

O'Reilly on Data

OCTOBER 31, 2019

This is a keynote from TensorFlow World in Santa Clara, California 2019. See more keynotes from this event.

Machine Learning 150

Machine Learning 150

Smart Data Collective

APRIL 10, 2020

Machine learning is leading to numerous changes in the energy industry. The Department of Energy recently announced that it is taking steps to accelerate the integration of machine learning technology in energy research and development. Machine learning is already disrupting the global energy industry on a massive scale.

Machine Learning 140

Machine Learning IoT Optimization Forecasting 140

KDnuggets

NOVEMBER 28, 2019

Sebastian Thrun, the founder of Udacity, ruined my machine learning project and wedding.

Machine Learning 159

Machine Learning 159

KDnuggets

DECEMBER 26, 2019

Consider these top machine learning courses curated by experts to help you learn and thrive in this exciting field. Getting ready to leap into the world of Data Science?

Machine Learning 160

Machine Learning Data Science Deep Learning 160

O'Reilly on Data

NOVEMBER 25, 2019

In this interview from O’Reilly Foo Camp 2019, Dean Wampler, head of evangelism at Anyscale.io, talks about moving AI and machine learning into real-time production environments. In some cases, AI and machine learning technologies are being used to improve existing processes, rather than solving new problems.

Machine Learning 322

Machine Learning Modeling Technology IT 322

Smart Data Collective

MARCH 26, 2021

Machine learning (ML) is an innovative tool that advances technology in every industry around the world. From the most subtle advances, like Netflix recommendations, to life-saving medical diagnostics or even writing content , machine learning facilitates it all. Machine learning mimics the human brain.

Machine Learning 143

Machine Learning Interactive Deep Learning Technology 143

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. What can you learn from real-market examples? That’s where machine learning algorithms come into place. That’s where machine learning algorithms come into place. How exactly?

Machine Learning 137

Machine Learning Optimization Software Modeling 137

Smart Data Collective

SEPTEMBER 30, 2021

But what if machine learning could be used beyond niche or individual contexts? Below, we’ll be exploring a few of the ways that machine learning can be used for improving our cities and making them smarter overall. There is growing evidence big data and machine learning can help save the environment.

Machine Learning 134

Machine Learning Cost-Benefit Optimization Forecasting 134

Corinium

APRIL 1, 2019

With technologies such as Artificial Intelligence and Machine Learning now entering the mainstream, organizations need to ensure they have top talent leading their data and analytics projects. In part 1 of our annual 'Top 100 Innovators in Data & Analytics 2019 | Americas' we share the first 50 entries.

Analytics 150

Analytics Data-driven Machine Learning Technology 150

Smart Data Collective

JUNE 3, 2021

Many different industries are becoming more reliant on machine learning. The insurance industry is among those that has found new opportunities to take advantage of machine learning technology. Many of the applications of big data for insurance companies will be realized with machine learning technology.

Insurance 122

Insurance Machine Learning Cost-Benefit Risk 122

O'Reilly on Data

NOVEMBER 13, 2019

In this interview from O’Reilly Foo Camp 2019, Eric Jonas, assistant professor at the University of Chicago, pierces the hype around artificial intelligence. Questions of ethics and what role it should play are increasingly arising in machine learning and AI research, especially in the area of science applications.

Machine Learning 271

Machine Learning Data Collection Modeling IT 271

KDnuggets

AUGUST 16, 2019

Use of Machine Learning (ML) in Medicine is becoming more and more important. One application example can be Cancer Detection and Analysis.

Machine Learning 122

Machine Learning 122

KDnuggets

AUGUST 14, 2019

At times it may seem Machine Learning can be done these days without a sound statistical background but those people are not really understanding the different nuances. Code written to make it easier does not negate the need for an in-depth understanding of the problem.

Machine Learning 123

Machine Learning Statistics Modeling IT 123

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). AI products are automated systems that collect and learn from data to make user-facing decisions. We won’t go into the mathematics or engineering of modern machine learning here.

Management 363

Management Machine Learning Experimentation Metrics 363

Business Over Broadway

JULY 22, 2020

Machine learning is employed by data scientists to find patterns and predict important outcomes. The application of machine learning reaches across industries (e.g., Today’s post is about the machine learning methods and tools data professionals used in 2019. Machine Learning Frameworks Used.

Machine Learning 104

Machine Learning Data Science Modeling Marketing 104

KDnuggets

AUGUST 8, 2019

Graph Machine Learning uses the network structure of the underlying data to improve predictive outcomes. Learn how to use this modern machine learning method to solve challenges with connected data.

Machine Learning 123

Machine Learning Analytics 123

KDnuggets

SEPTEMBER 10, 2019

How does the scikit-learn machine learning library for Python compare to the mlr package for R? Following along with a machine learning workflow through each approach, and see if you can gain a competitive advantage by knowing both frameworks.

Machine Learning 122

Machine Learning 122

KDnuggets

SEPTEMBER 4, 2019

In the following post, I am going to give a brief guide to four of the most established packages for interpreting and explaining machine learning models.

Machine Learning 123

Machine Learning Modeling 123

Smart Data Collective

FEBRUARY 4, 2021

Machine learning is among the biggest disruptive technologies to ever impact the field of online commerce. What changes can many brands in the e-commerce sector expect to witness from new developments in big data and machine learning ? In 2019, over 1.9 This is the biggest advantage for new e-commerce companies.

Machine Learning 111

Machine Learning Sales Data-driven Big Data 111

KDnuggets

SEPTEMBER 5, 2019

This is an interview between Rosaria Silipo and data scientists Paolo Tamagnini, Simon Schmid and Christian Dietz, asking a few questions on the topic of automated machine learning from their point of view, and some interesting examples of its practical use.

Machine Learning 122

Machine Learning IT 122

KDnuggets

SEPTEMBER 17, 2019

The article contains a brief introduction of Bioinformatics and how a machine learning classification algorithm can be used to classify the type of cancer in each patient by their gene expressions.

Machine Learning 123

Machine Learning 123

KDnuggets

SEPTEMBER 4, 2019

Recommender systems are an important class of machine learning algorithms that offer "relevant" suggestions to users. Categorized as either collaborative filtering or a content-based system, check out how these approaches work along with implementations to follow from example code.

Machine Learning 122

Machine Learning 122