KDnuggets

MAY 14, 2024

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

Machine Learning 374

Machine Learning Machine Learning 374

Machine Learning Mastery

JULY 23, 2024

Machine learning presents transformative opportunities for businesses and organizations across various industries. From improving customer experiences to optimizing operations and driving innovation, the applications of machine learning are vast. However, adopting machine learning solutions is not without challenges.

Machine Learning 221

Machine Learning Machine Learning Data Quality 221

Analytics Vidhya

JUNE 18, 2024

Introduction This article will examine machine learning (ML) vs neural networks. Machine learning and Neural Networks are sometimes used synonymously. Even though neural networks are part of machine learning, they are not exactly synonymous with each other. appeared first on Analytics Vidhya.

Machine Learning 283

Machine Learning Machine Learning ML ML 283

Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch.

Machine Learning 339

Machine Learning Machine Learning Data Scientist Data Analysis 339

Machine Learning Mastery

JULY 5, 2024

Feature engineering is an important step in the machine learning pipeline. It is the process of transforming data in its native format into meaningful features to help the machine learning model learn better from the data.

Machine Learning 242

Machine Learning Machine Learning Algorithm 242

Analytics Vidhya

APRIL 25, 2024

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! Join us as we delve into the […] The post Implementing Query2Model: Simplifying Machine Learning appeared first on Analytics Vidhya.

Machine Learning 277

Machine Learning Machine Learning Natural Language Processing Analytics 277

Analytics Vidhya

MAY 17, 2024

Introduction Machine learning (ML) is rapidly transforming various industries. Companies leverage machine learning to analyze data, predict trends, and make informed decisions. Learning ML has become crucial for anyone interested in a data career. From healthcare to finance, its impact is profound.

Machine Learning 301

Machine Learning Machine Learning ML ML 301

KDnuggets

JULY 18, 2024

Tips and tricks on improving machine learning model performance on diverse and unseen datasets.

Machine Learning 316

Machine Learning Machine Learning 316

Machine Learning Mastery

JUNE 20, 2024

As a data professional, you should also know how to build predictive models with machine learning to solve business problems. And if you’re interested in machine learning, you’re probably also looking for the best resources to get going.

Machine Learning 283

Machine Learning Machine Learning 283

insideBIGDATA

MAY 17, 2024

In this contributed article, freelance writer Ainsley Lawrence briefly explores deploying machine learning models, showing you how to manage multiple models, establish robust monitoring protocols, and efficiently prepare to scale.

Machine Learning 417

Machine Learning Machine Learning Deep Learning Deep Learning 417

Machine Learning Mastery

JUNE 3, 2024

If you’re reading this article, I assume you already know what machine learning is. Anyway, moving on to our main discussion, I know there are a lot of […] The post 5 Free Machine Learning Courses from Top Universities appeared first on MachineLearningMastery.com.

Machine Learning 308

Machine Learning Machine Learning 308

Machine Learning Mastery

JULY 25, 2024

It simplifies the process of training machine learning models. You don’t have to code for long hours or […] The post Introduction to AutoML: Automating Machine Learning Workflows appeared first on MachineLearningMastery.com.

Machine Learning 150

Machine Learning Machine Learning 150

Analytics Vidhya

MAY 7, 2024

Introduction Are you following the trend or genuinely interested in Machine Learning? Either way, you will need the right resources to TRUST, LEARN and SUCCEED. If you are unable to find the right Machine Learning resource in 2024? We are here to help.

Machine Learning 314

Machine Learning Machine Learning Analytics Analytics 314

Analytics Vidhya

JULY 16, 2024

This article aims to provide readers with […] The post What is Tensor: Key Concepts, Properties, and Uses in Machine Learning appeared first on Analytics Vidhya. Tensors efficiently handle multi-dimensional data, making such innovative projects possible.

Machine Learning 306

Machine Learning Machine Learning Analytics Analytics 306

Machine Learning Mastery

JUNE 21, 2024

If you are a machine learning student, researcher, or practitioner, it is crucial for your career growth to have a deep understanding of how each algorithm works and the various techniques to enhance model performance.

Machine Learning 300

Machine Learning Machine Learning Algorithm 300

insideBIGDATA

MARCH 25, 2024

This article is excerpted from the book, "The AI Playbook: Mastering the Rare Art of Machine Learning Deployment," by Eric Siegel, Ph.D., with permission from the publisher, MIT Press.

Machine Learning 488

Machine Learning Machine Learning Analytics Analytics 488

Machine Learning Mastery

MAY 29, 2024

Introduction The process of deploying machine learning models is an important part of deploying AI technologies and systems to the real world. Unfortunately, the road to model deployment can be a tough one.

Machine Learning 263

Machine Learning Machine Learning Data Preparation AI 263

KDnuggets

JUNE 7, 2024

Learn about the most popular machine learning models, understand how they work, and discover the best free courses to master them.

Machine Learning 336

Machine Learning Machine Learning 336

Analytics Vidhya

SEPTEMBER 22, 2023

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated.

Machine Learning 372

Machine Learning Machine Learning Data Scientist ML 372

KDnuggets

MAY 8, 2024

The goal of this article is to help demystify the process of selecting the proper machine learning algorithm, concentrating on "traditional" algorithms and offering some guidelines for choosing the best one for your application.

Machine Learning 323

Machine Learning Machine Learning Algorithm 323

Machine Learning Mastery

JULY 2, 2024

Using machine learning to solve real-world problems is exciting. From understanding the data to choosing the best machine learning model for the problem, there are some common mistakes that beginners often tend to make.

Machine Learning 248

Machine Learning Machine Learning 248

KDnuggets

JUNE 4, 2024

Master the Fundamentals of Predictive Modeling with Python: An In-Depth Guide to Machine Learning Algorithms and Sci-kit Learn Implementation.

Machine Learning 288

Machine Learning Machine Learning Python Algorithm 288

Machine Learning Mastery

JUNE 10, 2024

Collaborating on a machine learning project is a bit different from collaborating on a traditional software project. In a machine learning project, engineers are working with data, models, and source code. Additionally, they are also sharing features, model experiment results, and pipelines.

Machine Learning 240

Machine Learning Machine Learning Data Modeling Data Models 240

KDnuggets

SEPTEMBER 15, 2023

This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

Machine Learning 281

Machine Learning Machine Learning 281

Machine Learning Mastery

JUNE 12, 2024

After completing a course and mastering the essentials of machine learning, it is time to start building machine learning models using real-world datasets. In this blog, we will […] The post 5 Free Datasets to Start Your Machine Learning Projects appeared first on MachineLearningMastery.com.

Machine Learning 227

Machine Learning Machine Learning 227

Analytics Vidhya

JULY 9, 2024

Introduction Few concepts in mathematics and information theory have profoundly impacted modern machine learning and artificial intelligence, such as the Kullback-Leibler (KL) divergence.

Machine Learning 291

Machine Learning Machine Learning Deep Learning Deep Learning 291

Analytics Vidhya

JUNE 14, 2024

Introduction Many methods have been proven effective in improving model quality, efficiency, and resource consumption in machine learning. The distinction between fine-tuning vs full training vs training from scratch can help you decide which approach is right for your project.

Machine Learning 282

Machine Learning Machine Learning Analytics Analytics 282

Analytics Vidhya

MARCH 6, 2024

Introduction Deploying machine learning models with Flask offers a seamless way to integrate predictive capabilities into web applications. Flask, a lightweight web framework for Python, provides a simple yet powerful environment for serving machine learning models. appeared first on Analytics Vidhya.

Machine Learning 299

Machine Learning Machine Learning Python Analytics 299

Analytics Vidhya

OCTOBER 12, 2023

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. This guide on how to learn machine learning online will introduce you to the […] The post How to Learn Machine Learning Online?

Machine Learning 318

Machine Learning Machine Learning Data Analysis Data Analysis 318

KDnuggets

FEBRUARY 12, 2024

You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.

Machine Learning 295

Machine Learning Machine Learning 295

KDnuggets

OCTOBER 25, 2023

Machine Learning is one of the most exciting fields in computer science today. In this article, we will take a look at the five best yet free books to learn machine learning in 2023.

Machine Learning 357

Machine Learning Machine Learning Computer Science Computer Science 357

Data Science Dojo

JULY 5, 2024

Machine learning models are algorithms designed to identify patterns and make predictions or decisions based on data. Modern businesses are embracing machine learning (ML) models to gain a competitive edge. What is Machine Learning Model Testing? What is the Difference between Model Evaluation and Testing?

Machine Learning 322

Machine Learning Machine Learning ML ML 322

KDnuggets

JUNE 10, 2024

Machine Learning model is an exciting project. Learn how to develop your first model that the company would want to use.

Machine Learning 339

Machine Learning Machine Learning 339

KDnuggets

MARCH 18, 2024

Learn how to automate machine learning training and evaluation using scikit-learn pipelines, GitHub Actions, and CML.

Machine Learning 315

Machine Learning Machine Learning 315

Analytics Vidhya

OCTOBER 25, 2022

Introduction The phrase “machine learning” was invented by Arthur Samuel at IBM. Machine learning is a part of Artificial Intelligence. Machine learning is the process of learning from data and applying math to increase accuracy. There are four different types of machine learning.

Machine Learning 366

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 366

Analytics Vidhya

FEBRUARY 28, 2024

Among the myriad of tools available for EDA, pair plots stand out as a fundamental visualization technique that offers a multi-faceted […] The post Pair Plots in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 275

Machine Learning Machine Learning Exploratory Data Analysis EDA 275

KDnuggets

MAY 16, 2022

This guide will help aspiring data scientists and machine learning engineers gain better knowledge and experience. I will list different types of machine learning algorithms, which can be used with both Python and R.

Machine Learning 400

Machine Learning Machine Learning Algorithm Data Scientist 400