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 157

Machine Learning 157

DataKitchen

APRIL 13, 2021

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Collaboration and Sharing.

Consulting 121

Consulting Machine Learning Data Science Data Pipeline 121

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 156

Machine Learning 156

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 157

Machine Learning Data Science Data Data Mining 157

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 158

Machine Learning IT Data 158

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.

Cloud 141

Cloud Project Machine Learning 141

Lyft Engineering

JUNE 28, 2023

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. Lyft is a real-time marketplace and many teams benefit from enhancing their machine learning models with real-time signals.

Machine Learning 124

Machine Learning Building Kafka Metadata 124

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 Designing Systems Process 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 118

Machine Learning Engineering Deep Learning IT 118

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 159

Machine Learning Algorithm Python 159

KDnuggets

DECEMBER 24, 2021

Feature selection methodologies go beyond filter, wrapper and embedded methods. In this article, I describe 3 alternative algorithms to select predictive features based on a feature importance score.

Machine Learning 160

Machine Learning Algorithm Data Preparation Python 160

KDnuggets

DECEMBER 27, 2021

Learn how to improve ML reproducibility by treating experiments as code.

Machine Learning 159

Machine Learning Coding 159

KDnuggets

NOVEMBER 5, 2021

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

Machine Learning 120

Machine Learning Building Python 120

KDnuggets

NOVEMBER 29, 2021

The hiring run for data scientists continues along at a strong clip around the world. But, there are other emerging roles that are demonstrating key value to organizations that you should consider based on your existing or desired skill sets.

Machine Learning 160

Machine Learning Engineering Data 160

KDnuggets

DECEMBER 6, 2021

Learn to train, tune, deploy and monitor machine learning models.

Machine Learning 123

Machine Learning Python 123

Cloudera

FEBRUARY 18, 2021

2021 looks likely to be defined by a new phase: Thriving on digital transformation, rather than just surviving through it. . In 2021, with the crisis hopefully fading, insurance will have time to evaluate the changes made in 2020, assessing what worked and what didn’t, and planning a new way forward rather than reacting in real time. .

Insurance 105

Insurance Cloud Cloud Computing Data 105

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 Manufacturing Data Collection Data Science 98

Towards Data Science

MARCH 9, 2023

Code implementations for ML pipelines: from raw data to predictions Photo by Rodion Kutsaiev on Unsplash Real-life machine learning involves a series of tasks to prepare the data before the magic predictions take place. This can be done by clicking create -> cluster on the top left menu. 1] Gyódi, Kristóf, & Nawaro, Łukasz.

Machine Learning 98

Machine Learning Building Datasets Big Data 98

Analytics Vidhya

APRIL 13, 2023

The job opportunities for data scientists will grow by 36% between 2021 and 2031, as suggested by BLS. It has become one of the most demanding job profiles of the current era.

Data Science 256

Data Science Certification Recruitment Data 256

KDnuggets

NOVEMBER 30, 2021

The new platform provides a single API to abstract dozens of ML frameworks and databases.

Machine Learning 145

Machine Learning Building Database 145

KDnuggets

NOVEMBER 15, 2021

The October blogs that won KDnuggets Rewards include: How I Tripled My Income With Data Science in 18 Months; What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; How to Build Strong Data Science Portfolio as a Beginner; Data Scientist vs Data Engineer Salary.

Portfolio 109

Portfolio Data Science Machine Learning Data Engineering 109

KDnuggets

NOVEMBER 12, 2021

The skills needed to create good data are also the skills needed for good leadership.

Machine Learning 122

Machine Learning Data Data Science 122

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 80

Data Science Machine Learning Deep Learning Building 80

KDnuggets

NOVEMBER 4, 2021

Toloka is a crowdsourced data labeling platform that handles data collection and annotation projects for machine learning at any scale. In this Nov 11 Live Demo, Learn how to get reliable training data for machine learning.

Machine Learning 113

Machine Learning Data Collection Data Project 113

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.

Food 70

Food Healthcare Government Medical 70

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Deep Learning 134

Deep Learning Building Data Science Machine Learning 134

ProjectPro

JUNE 22, 2021

This blog will help you master the fundamentals of classification machine learning algorithms with their pros and cons. You will also explore some exciting machine learning project ideas that implement different types of classification algorithms. So, without much ado, let's dive in.

Machine Learning 72

Machine Learning Algorithm Datasets Project 72

KDnuggets

DECEMBER 6, 2021

Also: How to Get Certified as a Data Scientist; 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; Most Common SQL Mistakes on Data Science Interviews; 19 Data Science Project Ideas for Beginners.

Machine Learning 145

Machine Learning Data Science Engineering SQL 145

Cloudera

NOVEMBER 18, 2021

Given the way we have seen communities and workplace cultures come together and stand for change over what has been a disruptive 20 months, we are proud to introduce the People First category to the 2021 DIA. So, without further ado, it is with great delight that we officially publish the 2021 Data Impact Award winners!

Banking 77

Banking Data Lake Telecommunication Data 77

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 70

Machine Learning Engineering Deep Learning IT 70

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 83

Machine Learning Data Science Coding Programming 83

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 83

Machine Learning Data Science Data Data Mining 83

Snowflake

AUGUST 30, 2023

Snowflake is used extensively by nearly every team within Instacart, including the catalog team, machine learning, ads, shoppers, retailers, customers, and logistics organizations. As a result of savings through optimization, the Instacart team has been able to expand use cases and workloads on Snowflake.

Media 133

Media Retail Machine Learning Data Pipeline 133

Data Engineering Podcast

OCTOBER 15, 2023

October 2021) What are the industry shifts that have influenced the product direction? The Machine Learning Podcast helps you go from idea to production with machine learning. If you've learned something or tried out a project from the show then tell us about it!

Process 182

Process Building SQL BI 182

KDnuggets

DECEMBER 14, 2021

Also: Data Scientist Career Path from Novice to First Job; Design Patterns for Machine Learning Pipelines.

Machine Learning 97

Machine Learning Data Science Project Engineering 97

KDnuggets

NOVEMBER 1, 2021

Also: What Google Recommends You do Before Taking Their Machine Learning or Data Science Course; Learn To Reproduce Papers: Beginner’s Guide; 365 Data Science courses free until 18 November; A Guide to 14 Different Data Science Jobs.

Machine Learning 108

Machine Learning Data Science Data 108

Team Data Science

NOVEMBER 4, 2020

A little more than a year ago, I decided to pivot to Machine Learning and Data Science. During that time, I spent reading articles the term discussing data science and machine learning. This will involve sourcing, ingestion, machine learning, business intelligence, and monitoring.

Data Science 130

Data Science Machine Learning Programming Language Business Intelligence 130