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 399

Machine Learning Machine Learning ML ML 399

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 300

Deep Learning Deep Learning Machine Learning Machine Learning 300

KDnuggets

DECEMBER 29, 2021

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

Machine Learning 400

Machine Learning Machine Learning 400

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 396

Machine Learning Machine Learning 396

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 400

Machine Learning Machine Learning Data Science 400

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 394

Machine Learning Machine Learning 394

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 396

Machine Learning Machine Learning Data Science Data Mining 396

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 400

Machine Learning Machine Learning 400

Analytics Vidhya

DECEMBER 17, 2020

Are you Ready to Become a Data Scientist in 2021? The post A Comprehensive Learning Path to Become a Data Scientist in 2021! A new year beckons! New resolutions to become a data scientist have to be. appeared first on Analytics Vidhya.

Data Scientist 400

Data Scientist Analytics Analytics Deep Learning 400

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 306

Machine Learning Machine Learning ML ML 306

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 399

Machine Learning Machine Learning Algorithm Azure 399

KDnuggets

NOVEMBER 5, 2021

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

Machine Learning 307

Machine Learning Machine Learning Python 307

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.

ML 367

ML ML Machine Learning Machine Learning 367

KDnuggets

DECEMBER 6, 2021

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

Machine Learning 307

Machine Learning Machine Learning Python 307

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 353

Data Science Analytics Analytics Data Mining 353

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 358

Data Science Analytics Analytics Deep Learning 358

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 400

Machine Learning Machine Learning ML ML 400

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 325

Machine Learning Machine Learning 325

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 385

Data Science Python Analytics Analytics 385

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 349

Data Science Analytics Analytics Data Visualization 349

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 400

Machine Learning Machine Learning Algorithm Data Preparation 400

KDnuggets

DECEMBER 27, 2021

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

Machine Learning 399

Machine Learning Machine Learning ML ML 399

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.

Data Scientist 400

Data Scientist Machine Learning Machine Learning 400

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 351

Deep Learning Deep Learning Data Science Data Scientist 351

IBM Data Science in Practice

MARCH 8, 2023

Feature Platforms — A New Paradigm in Machine Learning Operations (MLOps) Operationalizing Machine Learning is Still Hard OpenAI introduced ChatGPT. The growth of the AI and Machine Learning (ML) industry has continued to grow at a rapid rate over recent years.

Machine Learning 264

Machine Learning Machine Learning ML ML 264

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.

Data Science 284

Data Science Data Scientist Machine Learning Machine Learning 284

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 208

Data Science Machine Learning Machine Learning Deep Learning 208

KDnuggets

NOVEMBER 30, 2021

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

ML 375

ML ML Machine Learning Machine Learning 375

Dataconomy

JANUARY 5, 2021

And it seems that this pace will not slow down in 2021. The post AI and data science predictions for 2021 appeared first on Dataconomy. The global pandemic and the resulting digital transformation forced upon companies and individuals as we moved from offices to homes accelerated AI usage and development.

Data Science 254

Data Science Artificial Intelligence Artificial Intelligence AI 254

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 196

Machine Learning Machine Learning ML ML 196

KDnuggets

DECEMBER 14, 2021

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

Data Scientist 264

Data Scientist Machine Learning Machine Learning Data Science 264

KDnuggets

NOVEMBER 12, 2021

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

Machine Learning 306

Machine Learning Machine Learning Data Science AI 306

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 209

Machine Learning Machine Learning Data Science 209

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.

Data Scientist 375

Data Scientist Machine Learning Machine Learning Data Science 375

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.

Data Science 271

Data Science Machine Learning Machine Learning 271

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 209

Machine Learning Machine Learning Data Science Data Mining 209

KDnuggets

DECEMBER 8, 2021

Take the first step towards your machine learning engineering career and explore the UC San Diego Extension Machine Learning Engineering Bootcamp today. Those with prior software engineering or data science experience are encouraged to apply.

Artificial Intelligence 400

Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 400