Analytics Vidhya

DECEMBER 23, 2024

This guide explores hinge loss fundamentals, its mathematical basis, and applications, catering to both beginners and advanced machine learning enthusiasts. […] The post What is Hinge Loss in Machine Learning? By promoting robust margins between classes, it enhances model generalization.

Machine Learning 205

Machine Learning Machine Learning Support Vector Machines Analytics 205

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 Research at Apple

OCTOBER 23, 2024

Of course, a user may request on-device experiences powered by machine learning (ML) that can be enriched by looking up global knowledge hosted on servers. By performing computations locally on a user’s device, we help minimize the amount of data that is shared with Apple or other entities.

Machine Learning 364

Machine Learning Machine Learning ML ML 364

Dataconomy

APRIL 28, 2025

Attention in machine learning has rapidly evolved into a crucial component for enhancing the capabilities of AI systems. What is attention in machine learning? By doing so, it enhances the relevance and accuracy of the outputs produced by machine learning models.

Machine Learning 91

Machine Learning Machine Learning Natural Language Processing AI 91

Hacker News

MARCH 21, 2025

This is a collection of (mostly) pen-and-paper exercises in machine learning.

Machine Learning 136

Machine Learning Machine Learning 136

Machine Learning Mastery

NOVEMBER 22, 2024

This well-known motto perfectly captures the essence of ensemble methods: one of the most powerful machine learning (ML) approaches -with permission from deep neural networks- to effectively address complex problems predicated on complex data, by combining multiple models for addressing one predictive task. Unity makes strength.

Machine Learning 284

Machine Learning Machine Learning ML ML 284

insideBIGDATA

OCTOBER 30, 2024

In this contributed article, Ashley Marron, CEO of MindGenius, observes that as we approach the second anniversary of the launch of ChatGPT, it's important to look at the impact AI has had on business technology, radically changing how companies and industries work, in that short time.

Machine Learning 284

Machine Learning Machine Learning AI AI 284

Dataconomy

APRIL 28, 2025

Model explainability in machine learning is a pivotal aspect that affects not only the technologys performance but also its acceptance in society. As machine learning algorithms become increasingly complex, understanding how they reach decisions becomes essential. What is model explainability in machine learning?

Machine Learning 91

Machine Learning Machine Learning Algorithm Deep Learning 91

Dataconomy

MARCH 17, 2025

Overfitting in machine learning is a common challenge that can significantly impact a model’s performance. What is overfitting in machine learning? The model essentially memorizes the training data rather than learning to generalize from it.

Machine Learning 103

Machine Learning Machine Learning Cross Validation Deep Learning 103

Hacker News

MARCH 29, 2025

It emphasizes practical computational applications, such as large-scale optimization and machine learning, where derivatives must be re-imagined in order to be propagated through complicated calculations. The class also discusses efficiency concerns leading to "adjoint" or "reverse-mode" differentiation (a.k.a. "backpropagation"),

Machine Learning 112

Machine Learning Machine Learning 112

Machine Learning Mastery

JANUARY 8, 2025

Data scientists, machine learning practitioners, and AI engineers alike can fall into common training or fine-tuning patterns that could compromise a model’s performance or scalability. Introduction Training large language models (LLMs) is an involved process that requires planning, computational resources, and domain expertise.

Data Scientist 271

Data Scientist Machine Learning Machine Learning AI 271

KDnuggets

OCTOBER 16, 2024

Where can you find projects dealing with advanced ML topics? GitHub is a perfect source with its many repositories. I’ve selected ten to talk about in this article.

Machine Learning 398

Machine Learning Machine Learning ML ML 398

Analytics Vidhya

NOVEMBER 26, 2024

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging.

ML 290

ML ML Machine Learning Machine Learning 290

Machine Learning Research at Apple

APRIL 9, 2025

To address these issues, Apple machine learning researchers have developed a new technique that is modality-agnostic and provides fine-grained control over the model's behavior with negligible computational overhead, while

Machine Learning 258

Machine Learning Machine Learning 258

KDnuggets

APRIL 24, 2025

Key insights, tips, and best practices to help you future-proof your machine learning career in the direction that best resonates with you.

Machine Learning 214

Machine Learning Machine Learning 214

Machine Learning Mastery

APRIL 8, 2025

Nowadays, everyone across AI and related communities talks about generative AI models, particularly the large language models (LLMs) behind widespread applications like ChatGPT, as if they have completely taken over the field of machine learning.

Machine Learning 231

Machine Learning Machine Learning AI AI 231

Analytics Vidhya

JANUARY 15, 2025

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems.

ML 271

ML ML Artificial Intelligence Artificial Intelligence 271

Analytics Vidhya

OCTOBER 12, 2024

These courses cover everything from basic programming to advanced machine learning. To break into this field, you need the right skills. Fortunately, top institutions like Harvard and IBM offer free online courses.

Data Science 223

Data Science Machine Learning Machine Learning Analytics 223

Analytics Vidhya

DECEMBER 7, 2024

Python’s versatility and readability have solidified its position as the go-to language for data science, machine learning, and AI. With a rich ecosystem of libraries, Python empowers developers to tackle complex tasks with ease.

Python 288

Python Data Science Machine Learning Machine Learning 288

Analytics Vidhya

JANUARY 29, 2025

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization.

Natural Language Processing 291

Natural Language Processing Machine Learning Machine Learning Algorithm 291

Flipboard

APRIL 21, 2025

Are you interested in enhancing your machine learning skills? We have put together an outstanding list of free machine learning books to aid your learning journey!

Machine Learning 161

Machine Learning Machine Learning 161

Analytics Vidhya

DECEMBER 16, 2024

The NeurIPS 2024 Best Paper Awards were announced, spotlighting exceptional contributions to the field of Machine Learning. This year, 15,671 papers were submitted, of which 4,037 were accepted, representing an acceptance rate of 25.76%.

Machine Learning 271

Machine Learning Machine Learning Analytics Analytics 271

Analytics Vidhya

OCTOBER 30, 2024

Your new best friend in your machine learning, deep learning, and numerical computing journey. Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Think of it as NumPy with superpowers.

Deep Learning 249

Deep Learning Deep Learning Machine Learning Machine Learning 249

Flipboard

APRIL 21, 2025

Python is one of the most popular languages for machine learning, and its easy to see why.

Machine Learning 170

Machine Learning Machine Learning Python 170

Towards AI

APRIL 21, 2025

And they are solved remarkably well by the quieter, older siblings of the AI family: traditional machine learning models. The Quiet Strength of Simplicity Beneath the surface of this generative renaissance, traditional machine learning continues to thrive. Chances are, the quiet classics still have your back.

Machine Learning 76

Machine Learning Machine Learning Decision Trees ML 76

Data Science Dojo

NOVEMBER 27, 2024

Understanding Statistical Distributions through Examples Understanding statistical distributions is crucial in data science and machine learning, as these distributions form the foundation for modeling, analysis, and predictions. Read to gain insights into how each distribution plays a role in real-world machine-learning tasks.

Data Science 370

Data Science Natural Language Processing AI AI 370

Analytics Vidhya

APRIL 22, 2025

Data preprocessing remains crucial for machine learning success, yet real-world datasets often contain errors. Data preprocessing using Cleanlab provides an efficient solution, leveraging its Python package to implement confident learning algorithms. appeared first on Analytics Vidhya.

Machine Learning 162

Machine Learning Machine Learning Python Algorithm 162

Analytics Vidhya

NOVEMBER 11, 2024

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models.

Machine Learning 222

Machine Learning Machine Learning Analytics Analytics 222

databricks

APRIL 17, 2025

Today, we are thrilled to welcome the Fennel team to Databricks. Fennel improves the efficiency and data freshness of feature engineering pipelines for batch, streaming

Machine Learning 249

Machine Learning Machine Learning 249

Analytics Vidhya

NOVEMBER 20, 2024

It is crucial to probability theory and a foundational element for more intricate statistical models, ranging from machine learning algorithms to customer behaviour prediction. A key idea in data science and statistics is the Bernoulli distribution, named for the Swiss mathematician Jacob Bernoulli.

Data Science 198

Data Science Machine Learning Machine Learning Algorithm 198

Analytics Vidhya

OCTOBER 14, 2024

Introduction While FastAPI is good for implementing RESTful APIs, it wasn’t specifically designed to handle the complex requirements of serving machine learning models. FastAPI’s support for asynchronous calls is primarily at the web level and doesn’t extend deeply into the model prediction layer.

Machine Learning 222

Machine Learning Machine Learning AI AI 222

insideBIGDATA

JUNE 19, 2024

We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe.

Big Data 513

Big Data Big Data Deep Learning Deep Learning 513

Data Science Dojo

OCTOBER 31, 2024

Key Skills: Mastery in machine learning frameworks like PyTorch or TensorFlow is essential, along with a solid foundation in unsupervised learning methods. Applied Machine Learning Scientist Description : Applied ML Scientists focus on translating algorithms into scalable, real-world applications.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

Analytics Vidhya

DECEMBER 7, 2024

HuggingFace Spaces is a platform that enables developers and researchers to create, deploy, and share machine learning applications effortlessly. Spaces provide a simple and collaborative environment to host interactive demos of machine learning models using frameworks like Gradio and Streamlit.

Machine Learning 205

Machine Learning Machine Learning AI AI 205

Analytics Vidhya

FEBRUARY 14, 2025

Thats when I thoughtwhy not let Machine Learning […] The post How to Build an Anime Recommendation System with Hugging Face? As my watchlist was growing thinner and thinner, finding the next best anime became harder and harder. There are so many hidden gems out there, but how do I discover them?

Machine Learning 212

Machine Learning Machine Learning Analytics Analytics 212

Analytics Vidhya

DECEMBER 26, 2024

Linear algebra is a cornerstone of many advanced mathematical concepts and is extensively used in data science, machine learning, computer vision, and engineering. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important?

Machine Learning 208

Machine Learning Machine Learning Data Science Analytics 208

insideBIGDATA

APRIL 2, 2025

benchmark suite, which delivers machine learning (ML) system performance benchmarking. Today, MLCommons announced new results for its MLPerf Inference v5.0 The rorganization said the esults highlight that the AI community is focusing on generative AI.

Machine Learning 406

Machine Learning Machine Learning ML ML 406