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

MAY 21, 2019

Companies successfully adopt machine learning either by building on existing data products and services, or by modernizing existing models and algorithms. I will highlight the results of a recent survey on machine learning adoption, and along the way describe recent trends in data and machine learning (ML) within companies.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

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 269

Uncertainty Forecasting Machine Learning Data-driven 269

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 278

Machine Learning Modeling Testing Risk Management 278

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 281

Data Science Publishing Analytics Machine Learning 281

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 218

Advertising Machine Learning Predictive Analytics Data Science 218

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

O'Reilly on Data

APRIL 12, 2019

But those opportunities were balanced against risks—risks that loom large as we discover more powerful ways to apply data using machine learning and artificial intelligence. Machine learning grows out of your current data practices. Continue reading Strata San Francisco, 2019: Opportunities and Risks.

Risk 198

Risk Machine Learning Sales Data Governance 198

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.

Machine Learning 136

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

Smart Data Collective

SEPTEMBER 24, 2020

Many photographers are discovering the profound benefits of machine learning and other AI capabilities. billion in 2019. There have already been a lot of applications for machine learning with photos in marketing. However, it is worth exploring the benefits of machine learning for photography itself.

Machine Learning 145

Machine Learning Big Data Marketing Technology 145

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

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

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 160

Machine Learning 160

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

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 194

Machine Learning Structured Data 194

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 321

Machine Learning Modeling Technology IT 321

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

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 139

Machine Learning 139

KDnuggets

DECEMBER 11, 2019

We asked leading experts - what are the most important developments of 2019 and 2020 key trends in AI, Analytics, Machine Learning, Data Science, and Deep Learning? This blog focuses mainly on technology and deployment.

Deep Learning 102

Deep Learning Machine Learning Data Science Technology 102

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 121

Insurance Machine Learning Cost-Benefit Risk 121

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 123

Machine Learning 123

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

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

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

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 251

Machine Learning Data Collection Modeling IT 251

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