KDnuggets

NOVEMBER 3, 2021

At our upcoming event this November 16th-18th in San Francisco, ODSC West 2021 will feature a plethora of talks, workshops, and training sessions on machine learning topics, deep learning, NLP, MLOps, and so on.

Machine Learning 111

Machine Learning Deep Learning 111

Analytics Vidhya

DECEMBER 13, 2021

Introduction 2021 is a year that proved nothing is better than a Proof of Work to evaluate any candidate’s worth, initiative, and skill. The post Top Data Science Projects to add to your Portfolio in 2021 appeared first on Analytics Vidhya. Pursuing any data science project will help you polish your resume.

Data Science 348

Data Science Analytics Data mining Deep Learning 348

Analytics Vidhya

DECEMBER 10, 2021

The post Top Data Science Guest Authors of 2021 appeared first on Analytics Vidhya. From the latest developments to guiding people through the thorns of career, Analytics Vidhya has it all in its blog archives. And this would not have been possible without leveraging the power of the […].

Data Science 339

Data Science Publishing Analytics IT 339

O'Reilly on Data

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. It isn’t surprising that employees see training as a route to promotion—especially as companies that want to hire in fields like data science, machine learning, and AI contend with a shortage of qualified employees.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

Analytics Vidhya

DECEMBER 15, 2021

Introduction While we bid adieu to 2021, one should not fail to acknowledge the fact that it was another crazy year in the history of humanity. Coming to data science, 2021 was a very incremental year for this […]. The post A Review of 2021 and Trends in 2022 – A Technical Overview of the Data Industry!

Data Science 353

Data Science Analytics Deep Learning IT 353

KDnuggets

DECEMBER 8, 2021

2021 has almost come and gone. We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter.

Deep Learning 114

Deep Learning Machine Learning Data Science Analytics 114

Analytics Vidhya

APRIL 13, 2021

The post Top 15 Python Libraries you must know for Data Science in 2021 appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Python is one of the most used programming languages for.

Data Science 340

Data Science Publishing Analytics Machine Learning 340

KDnuggets

DECEMBER 14, 2021

We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

Data Science 158

Data Science Machine Learning Analytics Data Lake 158

KDnuggets

NOVEMBER 5, 2021

There remain critical challenges in machine learning that, if left resolved, could lead to unintended consequences and unsafe use of AI in the future. As an important and active area of research, roadmaps are being developed to help guide continued ML research and use toward meaningful and robust applications.

Machine Learning 158

Machine Learning 158

TDAN

APRIL 5, 2022

As part of their data strategy, a number of companies have begun to deploy machine learning solutions. In a recent study, AI and machine learning were named as the top data priorities for 2021, by 61% […]. Regardless of how accurate a data system is, it yields poor results if the quality of data is bad.

Machine Learning 98

Machine Learning Data Quality Data Strategy Strategy 98

Dataiku

FEBRUARY 19, 2021

In January, our Dataiku Lab team presented their annual findings for up-and-coming machine learning (ML) trends , based on the work they do in machine learning research.

Machine Learning 134

Machine Learning Optimization 134

DataKitchen

MARCH 11, 2021

Gartner identified XOps (DataOps, ModelOps, DevOps) as one of the top trends in data and analytics for 2021. Gartner: “Utilize the best practices of DataOps and ModelOps in symphony to reduce friction between various machine learning (ML) and AI artifacts, and to reduce friction between the teams associated with them.”.

Analytics 130

Analytics Machine Learning Modeling Reporting 130

CIO Business Intelligence

SEPTEMBER 29, 2022

New York-based insurance provider Travelers, with 30,000 employees and 2021 revenues of about $35 billion, is in the business of risk. So if you put it all together, every one of those transactions or interactions can be reinvented through a lens of technology, AI or machine learning.

Machine Learning 129

Machine Learning Insurance Technology Software 129

David Menninger's Analyst Perspectives

FEBRUARY 24, 2021

Ventana Research recently announced its 2021 market agenda for Analytics , continuing the guidance we’ve offered for nearly two decades to help organizations derive optimal value from technology investments to improve business outcomes.

Marketing 218

Marketing Analytics Optimization Technology 218

Smart Data Collective

SEPTEMBER 5, 2021

The advances in AI—particularly machine learning (ML)—have made SMS marketing more attractive and accountable as an advertising technique. What’s machine learning? Machine learning is a computer program’s ability to extract information, analyze big data, and learn from it.

Machine Learning 111

Machine Learning Marketing Advertising Statistics 111

KDnuggets

NOVEMBER 19, 2021

The terms ‘data science’ and ‘machine learning’ are often used interchangeably. But while they are related, there are some glaring differences, so let’s take a look at the differences between the two disciplines, specifically as it relates to programming.

Machine Learning 160

Machine Learning Data Science IT 160

KDnuggets

NOVEMBER 9, 2021

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh.

Machine Learning 113

Machine Learning IT Deep Learning 113

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 116

Machine Learning Cost-Benefit Optimization Forecasting 116

KDnuggets

DECEMBER 22, 2021

What is going on when machine learning can't make the jump from testing to production, and so doesn't add any business value?

Machine Learning 155

Machine Learning Testing 155

KDnuggets

DECEMBER 13, 2021

So much of data science and machine learning is founded on having clean and well-understood data sources that it is unsurprising that the data labeling market is growing faster than ever.

Machine Learning 155

Machine Learning Marketing Data Science Data mining 155

KDnuggets

NOVEMBER 29, 2021

Take a moment to participate in the latest KDnuggets poll and let the community know what percentage of your machine learning models have been deployed.

Machine Learning 154

Machine Learning Modeling 154

KDnuggets

DECEMBER 29, 2021

It's time to learn: machine learning is not a Swiss Army knife.

Machine Learning 160

Machine Learning IT 160

Dataiku

FEBRUARY 10, 2021

In January, our Dataiku Lab team presented their annual findings for up-and-coming machine learning (ML) trends , based on the work they do in machine learning research. We've already tackled trustworthy ML , so up next is a summary of the section on human-in-the-loop ML, led by research scientist Alexandre Abraham.

Machine Learning 111

Machine Learning Optimization 111

KDnuggets

DECEMBER 21, 2021

Read on to learn more about the intricacies of federated learning and what it can do for machine learning on sensitive data.

Machine Learning 155

Machine Learning IT 155

Dataiku

FEBRUARY 23, 2021

In January, our Dataiku Lab team presented their annual findings for up-and-coming machine learning (ML) trends , based on the work they do in machine learning research.

Machine Learning 97

Machine Learning Optimization 97

Dataiku

JANUARY 25, 2021

Last week, our Dataiku Lab team presented their annual findings for up-and-coming machine learning (ML) trends , based on the work they do in machine learning research. This post is a transcription of the section on trustworthy ML, led by research scientist Simona Maggio.

Machine Learning 82

Machine Learning Optimization 82

KDnuggets

DECEMBER 17, 2021

How to use scikit-learn, pickle, Flask, Microsoft Azure and ipywidgets to fully deploy a Python machine learning algorithm into a live, production environment.

Machine Learning 158

Machine Learning 158

David Menninger's Analyst Perspectives

APRIL 2, 2021

Having just completed the 2021 Ventana Research Value Index for Analytics and Data, I want to share some of my observations about how the market has advanced since our assessment two years ago.

Marketing 155

Marketing Analytics Software IT 155

Cloudera

APRIL 9, 2021

Specifically, we’ll focus on training Machine Learning (ML) models to forecast ECC part production demand across all of its factories. Predictive Analytics – AI & machine learning. So let’s introduce Cloudera Machine Learning (CML) and discuss how it addresses the aforementioned silo issues.

Machine Learning 98

Machine Learning Forecasting Manufacturing Predictive Analytics 98

Dataiku

DECEMBER 28, 2020

In 2020, data science, machine learning, and AI have emerged as critical organizational assets for handling large-scale change with less friction.

Data Science 112

Data Science Machine Learning IT 112

Smart Data Collective

MAY 23, 2021

AI (Artificial Intelligence) and ML (Machine Learning) will bring improvement in Fintech in 2021 as the accuracy and personalization of payment, lending, and insurance services while also assisting in the discovery of new client pools. For saving time and resources in Fintech Business on the need to involve Automation in it.

Insurance 115

Insurance Machine Learning Cost-Benefit Data-driven 115

KDnuggets

DECEMBER 16, 2021

Let’s take a closer look on Cloud ML market in 2021 in retrospective (with occasional drills into realities of 2020, too). Read this in-depth analysis.

Marketing 137

Marketing Machine Learning 137

KDnuggets

DECEMBER 15, 2021

In this issue: Building a solid data team; Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science; AI, Analytics, Machine Learning, Data Science, Deep Learning Main Developments in 2021 and Key Trends for 2022 - Research, Technology, and Industry perspectives.

Data Science 76

Data Science Machine Learning Deep Learning Analytics 76

KDnuggets

NOVEMBER 5, 2021

In this article, we will create an automated machine learning web app you can actually use.

Machine Learning 116

Machine Learning 116

KDnuggets

NOVEMBER 2, 2021

ML pipeline design has undergone several evolutions in the past decade with advances in memory and processor performance, storage systems, and the increasing scale of data sets. We describe how these design patterns changed, what processes they went through, and their future direction.

Machine Learning 160

Machine Learning 160

Cloudera

MAY 12, 2021

And it is with this in mind, that we’re delighted to announce that the 2021 Cloudera Data Impact Awards is now open for entries. The 2021 Cloudera Data Impact Award categories aim to recognize organizations that are using Cloudera’s platform and services to unlock the power of data, with massive business and social impact.

Digital Transformation 69

Digital Transformation Machine Learning Optimization Data Lake 69