Knowledge Hut

MAY 2, 2024

Automation and machine learning have changed our lives. From self – driving Cars, robots, image recognition, diagnostic assessments, recommendation engines, Photo Tagging, fraud detection and more, the future for machine learning and AI is bright and full of untapped possibilities.

Machine Learning 98

Machine Learning Algorithm Datasets Python 98

KDnuggets

JULY 18, 2024

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

Machine Learning 124

Machine Learning Datasets 124

KDnuggets

SEPTEMBER 28, 2022

We explain how choosing a small, representative dataset from a large population can improve model training reliability.

Datasets 160

Datasets Machine Learning 160

Knowledge Hut

MAY 3, 2024

Machine Learning is an interdisciplinary field of study and is a sub-domain of Artificial Intelligence. It gives computers the ability to learn and infer from a huge amount of homogeneous data, without having to be programmed explicitly. For this, we will take up an example dataset called the “PlayTennis” dataset.

Machine Learning 98

Machine Learning Algorithm Datasets Medical 98

Knowledge Hut

JULY 28, 2023

Machine learning for anomaly detection is crucial in identifying unusual patterns or outliers within data. By learning from historical data, machine learning algorithms autonomously detect deviations, enabling timely risk mitigation. They excel at identifying subtle anomalies and adapt to changing patterns.

Machine Learning 98

Machine Learning Algorithm Datasets Deep Learning 98

Knowledge Hut

APRIL 26, 2024

Machine Learning is a sub-branch of Artificial Intelligence, used for the analysis of data. It learns from the data that is input and predicts the output from the data rather than being explicitly programmed. Machine Learning is among the fastest evolving trends in the I T industry.

Machine Learning 98

Machine Learning Algorithm Deep Learning Programming Language 98

Engineering at Meta

JULY 10, 2024

Meta’s advertising business leverages large-scale machine learning (ML) recommendation models that power millions of ads recommendations per second across Meta’s family of apps. Why is machine learning robustness difficult? Snapshot Validator has reduced model snapshot corruption by 74% in the past two years.

Machine Learning 102

Machine Learning Algorithm Systems Engineering 102

Knowledge Hut

JANUARY 12, 2024

It is used as a pre-processing step in Machine Learning and applications of pattern classification. In my journey as a machine learning enthusiast, I find LDA to be a powerful supervised classification technique, playing a very integral role in crafting competitive machine learning models.

Machine Learning 97

Machine Learning Datasets Medical Algorithm 97

KDnuggets

FEBRUARY 28, 2022

Datasets - properly curated and labeled - remain a scarce resource. What can be done about this?

Datasets 102

Datasets Machine Learning 102

AltexSoft

OCTOBER 18, 2022

Everyday the global healthcare system generates tons of medical data that — at least, theoretically — could be used for machine learning purposes. At the same time, de-identification only encrypts personal details and hides them in separate datasets. This fact creates another barrier to generating quality medical datasets.

Medical 52

Medical Datasets Machine Learning Hospitality 52

Knowledge Hut

NOVEMBER 28, 2023

Whether you are working on a personal project, learning the concepts, or working with datasets for your company, the primary focus is a data acquisition and data understanding. In this article, we will look at 31 different places to find free datasets for data science projects. What is a Data Science Dataset?

Datasets 96

Datasets Data Science Project Machine Learning 96

KDnuggets

FEBRUARY 17, 2022

There's no free lunch in machine learning. This guide offers several considerations to review when exploring the right ML approach for your dataset. So, determining which algorithm to use depends on many factors from the type of problem at hand to the type of output you are looking for.

Machine Learning 159

Machine Learning Algorithm Datasets 159

KDnuggets

MARCH 17, 2022

Check out this article on using CTGANs to create synthetic datasets for reducing privacy risks, training and testing machine learning models, and developing data-centric AI products.

Datasets 145

Datasets Machine Learning Data Data Science 145

Cloudera

MAY 19, 2021

In the previous blog post in this series, we walked through the steps for leveraging Deep Learning in your Cloudera Machine Learning (CML) projects. To try and predict this, an extensive dataset including anonymised details on the individual loanee and their historical credit history are included. Get the Dataset.

Machine Learning 137

Machine Learning Datasets Data Science Raw Data 137

Knowledge Hut

JULY 4, 2023

To build a strong foundation and to stay updated on the concepts of Pattern recognition you can enroll in the Machine Learning course that would keep you ahead of the crowd. It is a subfield of machine learning and artificial intelligence. What Is Pattern Recognition?

Machine Learning 98

Machine Learning Medical Algorithm Deep Learning 98

Snowflake

JANUARY 23, 2024

Many developers and enterprises looking to use machine learning (ML) to generate insights from data get bogged down by operational complexity. The platform includes Snowpark ML to train machine learning models and run inference using Snowflake’s compute power.

Machine Learning 120

Machine Learning Metadata Python Telecommunication 120

Knowledge Hut

APRIL 25, 2024

Big data vs machine learning is indispensable, and it is crucial to effectively discern their dissimilarities to harness their potential. Big Data vs Machine Learning Big data and machine learning serve distinct purposes in the realm of data analysis.

Machine Learning 52

Machine Learning Big Data Unstructured Data Data Mining 52

Netflix Tech

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Case study: scaling match cutting using the media ML infra The Media Machine Learning Infrastructure is empowering various scenarios across Netflix, and some of them are described here.

Media 117

Media Machine Learning Metadata Algorithm 117

Knowledge Hut

MAY 3, 2024

There have been many articles written regarding overfitting and underfitting in machine learning, but virtually all of them are merely a list of tools. "Top Underfitting and overfitting in machine learning may be highly perplexing for folks attempting to figure out how it works.

Machine Learning 52

Machine Learning Datasets Algorithm Data Science 52

Striim

SEPTEMBER 4, 2024

Moreover, the concept of ‘online machine learning’ has emerged as a potential solution for organizations working with data that arrives in a continuous stream or when the dataset is too large to fit into memory. Today, we’ll walk you through the close connection between successful machine learning and streaming data.

Machine Learning 52

Machine Learning Datasets Data Systems 52

Knowledge Hut

MAY 3, 2024

What is Machine Learning? Machine Learning is a multidisciplinary field of study, which gives computers the ability to solve complex problems, which otherwise would be nearly impossible to be hand-coded by a human being. It has become a norm for Data scientists today to have a machine learning with Python certification.

Machine Learning 52

Machine Learning Datasets Algorithm Architecture 52

Knowledge Hut

JANUARY 16, 2024

Embarking on a journey in the highly demanded field of Machine Learning (ML) opens doors to diverse career opportunities. The avenues to acquire the essential skills for a career in ML are plentiful, ranging from Machine Learning online courses and certifications to formal degree programs. What Is Machine Learning?

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

ProjectPro

JANUARY 15, 2021

Undoubtedly, everyone knows that the only best way to learn data science and machine learning is to learn them by doing diverse projects. But yes, there is definitely no other alternative to data science and machine learning projects. Table of Contents What is a dataset in machine learning?

Machine Learning 40

Machine Learning Datasets Retail Banking 40

Netflix Tech

NOVEMBER 11, 2022

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. Given a labeled dataset, a supervised anomaly detection model can be built to distinguish between anomalous and benign incidents. Detection of fraud and abuse at scale and in real-time is highly challenging.

Machine Learning 127

Machine Learning Digital Media Datasets Media 127

Knowledge Hut

MARCH 27, 2024

Over the last few decades, machine learning has fundamentally altered how systems function and decisions are made. These days, practically every industry effectively employs various machine learning ideas in one way or another. What is a Machine Learning cheat sheet?

Machine Learning 52

Machine Learning Deep Learning Algorithm Certification 52

KDnuggets

JANUARY 15, 2022

In our first weekly roundup of data science nuggets from around the web, check out a list of curated articles on Kaggle datasets, Python debugging tools, what it is data scientists do, an overview of YOLO, 2-dimensional PyTorch tensors, and the secrets of machine learning deployment.

Datasets 159

Datasets Data Science Python Machine Learning 159

DoorDash Engineering

NOVEMBER 28, 2023

It is amusing for a human being to write an article about artificial intelligence in a time when AI systems, powered by machine learning (ML), are generating their own blog posts. The post Transforming MLOps at DoorDash with Machine Learning Workbench appeared first on DoorDash Engineering Blog.

Machine Learning 90

Machine Learning Pipeline-centric Data Science Designing 90

Knowledge Hut

MARCH 27, 2024

Machine Learning Models must be exact, robust, and concrete in light of these rapid advancements. Here, lowering the cost function in machine learning algorithms and overcoming any obstacles are the main challenges. What is the Cost Function in Machine Learning?

Machine Learning 52

Machine Learning Algorithm Datasets Certification 52

Knowledge Hut

APRIL 29, 2024

Machine Learning is no longer just the latest buzzword. Most of the applications across the world are built using Machine Learning and their applications extend further when they are combined with other cutting-edge technologies like Deep Learning and Artificial Intelligence. Here, we work on haarcascades dataset.

Machine Learning 52

Machine Learning Python Datasets Coding 52

phData: Data Engineering

JUNE 18, 2024

Machine learning (ML) is only possible because of all the data we collect. In this blog, we’ll explain why you should prepare your data before use in machine learning , how to clean and preprocess the data, and a few tips and tricks about data preparation. Why Prepare Data for Machine Learning Models?

Machine Learning 52

Machine Learning Algorithm Data Preparation Datasets 52

Knowledge Hut

MAY 3, 2024

If you are thinking of a simple, easy-to-implement supervised machine learning algorithm that can be used to solve both classifications as well as regression problems, K-Nearest Neighbors (K-NN) is a perfect choice. Learning K-Nearest Neighbors is a great way to introduce yourself to machine learning and classification in general.

Machine Learning 52

Machine Learning Algorithm Datasets Python 52

AltexSoft

MAY 12, 2022

Today, we have AI and machine learning to extract insights, inaudible to human beings, from speech, voices, snoring, music, industrial and traffic noise, and other types of acoustic signals. At the same time, keep in mind that neither of those and other audio files can be fed directly to machine learning models.

Machine Learning 122

Machine Learning Building Deep Learning Datasets 122

KDnuggets

SEPTEMBER 19, 2019

While mature algorithms and extensive open-source libraries are widely available for machine learning practitioners, sufficient data to apply these techniques remains a core challenge. Discover how to leverage scikit-learn and other tools to generate synthetic data appropriate for optimizing and fine-tuning your models.

Machine Learning 87

Machine Learning Datasets Algorithm Data 87

AltexSoft

JUNE 16, 2022

Choosing the machine learning path when developing your software is half the success. Yes, it brings automation, so widely discussed machine intelligence, and other awesome perks. So, how would you measure the success of a machine learning model? So, how would you measure the success of a machine learning model?

Machine Learning 91

Machine Learning Hospitality Retail Medical 91

Knowledge Hut

OCTOBER 26, 2023

In the world of machine learning, where data-driven solutions have the power to transform industries and empower individuals, if you're new to this exciting field and eager to embark on your machine-learning journey, you're in the right place. What is Machine Learning, and why are ML projects interesting?

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

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. First, let’s load the datasets. Source: The author.

Machine Learning 75

Machine Learning Building Datasets Big Data 75

Knowledge Hut

JANUARY 18, 2024

In this article, I'll walk you through the fundamentals of Naive Bayes, a robust machine learning algorithm. Join me as we navigate the key aspects of Naive Bayes in the professional field of machine learning. Now the question is how you can use naive Bayes in machine learning. What is Naïve Bayes?

Machine Learning 52

Machine Learning Algorithm Datasets Python 52