KDnuggets

DECEMBER 29, 2021

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

Machine Learning 160

Machine Learning IT 160

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 120

Consulting Machine Learning Government Data Science 120

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 143

Cloud Project Machine Learning 143

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 Coding Programming 160

ProjectPro

JUNE 6, 2025

Spoiler Alert: Becoming a machine learning engineer can sound like a hard-to-reach goal but let us tell you the truth – it isn’t as hard as it seems. Image Credit: Makeameme.org So you are considering learning machine learning skills , and you’ve heard that becoming a machine learning engineer is the way to go.

Machine Learning 67

Machine Learning Engineering Programming Language Portfolio 67

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 158

Machine Learning 158

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 157

Machine Learning 157

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 159

Machine Learning IT Data 159

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 Software Engineer 124

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 120

Machine Learning Engineering Deep Learning IT 120

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

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

ProjectPro

JUNE 6, 2025

Sending out the exact old traditional style data science or machine learning resume might not be doing any favours in your machine learning job search. With cut-throat competition in the industry for high-paying machine learning jobs, a boring cookie-cutter resume might not just be enough.

Machine Learning 52

Machine Learning Coding Project Deep Learning 52

ProjectPro

JUNE 6, 2025

Firstly, we introduce the two machine learning algorithms in detail and then move on to their practical applications to answer questions like when to use linear regression vs logistic regression. Machine Learning , as the name suggests, is about training a machine to learn hidden patterns in a dataset through mathematical algorithms.

Machine Learning 40

Machine Learning Algorithm Datasets Data Science 40

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 121

Machine Learning Building Python 121

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

ProjectPro

JUNE 6, 2025

This blog will deeply explore transformers architecture in machine learning, including everything you need to know about transformers. According to a survey conducted by Analytics Insight, 62% of data scientists and machine learning experts consider transformers the most innovative technology in the field of NLP.

Machine Learning 40

Machine Learning Architecture Deep Learning Datasets 40

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

ProjectPro

JUNE 6, 2025

“Humans can typically create one or two good models a week; machine learning can create thousands of models a week.” In recent years, AI and Machine Learning have transformed the world, making it smarter and faster. We have put together the ideal artificial intelligence and machine learning path for you.

Machine Learning 40

Machine Learning Deep Learning Programming Language Algorithm 40

ProjectPro

JUNE 6, 2025

We all know this , so you might have heard terms like Artificial Intelligence (AI), Machine Learning, Data Mining, Neural Networks, etc. We all are aware of the wonders done by Data mining and Machine Learning. Table of Contents Data Science vs Data Mining vs Machine Learning What is Data Science?

Data Mining 40

Data Mining Machine Learning Data Science Algorithm 40

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 Government 98

ProjectPro

JUNE 6, 2025

Retail is one of the first industries that started leveraging the power of machine learning and artificial intelligence. There are machine learning projects for almost every retail use case - right from inventory management to customer satisfaction. You can start by downloading the Online Retail Dataset.

Retail 40

Retail Machine Learning Project Algorithm 40

ProjectPro

JUNE 6, 2025

MLOps aims to provide an end-to-end machine learning development process to design, build and manage reproducible, testable, and evolvable machine learning-powered software. Feature Store : Feature stores are used to store variations on the feature set leveraged for machine learning models t hat multiple teams can access.

Project 66

Project Amazon Web Services Machine Learning Data Science 66

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 111

Portfolio Data Science Machine Learning Data Engineering 111

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

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 Scala 98

KDnuggets

NOVEMBER 30, 2021

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

Machine Learning 147

Machine Learning Building Database 147

ProjectPro

JUNE 6, 2025

13 Top Careers in AI for 2025 From Machine Learning Engineers driving innovation to AI Product Managers shaping responsible tech, this section will help you discover various roles that will define the future of AI and Machine Learning in 2024. Enter the Machine Learning Engineer (MLE), the brain behind the magic.

Machine Learning 40

Machine Learning Computer Science Consulting Software Engineer 40

ProjectPro

JUNE 6, 2025

In this blog, we have mentioned all the topics that are considered as prerequisites for learning machine learning. We have covered all the subjects and the best resources that will help you learn them thoroughly. Machine learning is no exception to that. Why should you learn Machine learning?

Machine Learning 45

Machine Learning Programming Language Python Algorithm 45

ProjectPro

JUNE 6, 2025

Machine learning (ML) is the study and implementation of algorithms that can mimic the human learning process. As we know it today, machine learning came into existence in 1959 when the pioneer computer programmer and game developer Arthur Samuel coined the phrase. What is RNN? Bengio, Y. & & Haffner, P.

Project 68

Project Deep Learning Algorithm Machine Learning 68

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 81

Data Science Machine Learning Deep Learning Building 81

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 118

Machine Learning Data Collection Data Project 118

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