Cloudera

APRIL 19, 2021

In the next sections, We’ll provide you with three easy ways data science teams can get started with GPUs for powering deep learning models in CML, and demonstrate one of the options to get you started. With the Fashion MNIST dataset, our algorithm has 10 different classes of clothing items to identify with 10,000 samples of each.

Deep Learning 72

Deep Learning Machine Learning Algorithm Data Science 72

ProjectPro

JULY 23, 2021

Machine Learning and Deep Learning have experienced unusual tours from bust to boom from the last decade. But when it comes to large data sets, determining insights from them through deep learning algorithms and mining them becomes tricky. Image Source: [link] Nowadays, Deep Learning is almost everywhere.

Deep Learning 40

Deep Learning Machine Learning Algorithm Datasets 40

ProjectPro

JULY 7, 2021

As a beginner in the data industry, it can be overwhelming to step into AI and deep learning. After taking a deep learning course or two, you might find yourself getting stuck on how to proceed. Is it difficult to build deep learning models? Why build deep learning projects? Text Generator 9.

Deep Learning 40

Deep Learning Project Portfolio Datasets 40

AltexSoft

OCTOBER 18, 2022

In this post, we’ll briefly discuss challenges you face when working with medical data and make an overview of publucly available healthcare datasets, along with practical tasks they help solve. Read our article on HIPAA violations to avoid common mistakes and associated penalties. Medical datasets comparison chart .

Medical 52

Medical Datasets Machine Learning Hospitality 52

Knowledge Hut

JULY 7, 2023

Machine learning is a part of AI (artificial intelligence) that focuses on developing various algorithms and models to make decisions without human intervention. Various algorithms and models are trained using machine learning techniques like supervised, unsupervised, reinforcement, etc. How Does Machine Learning Work?

Machine Learning 110

Machine Learning Deep Learning Algorithm Datasets 110

ProjectPro

APRIL 6, 2021

As you begin to read this article on Image Classification, I want you to look around and observe the things that you can see. Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve.

Deep Learning 40

Deep Learning Python Medical Datasets 40

Knowledge Hut

FEBRUARY 29, 2024

Then, based on this information from the sample, defect or abnormality the rate for whole dataset is considered. Hypothesis testing is a part of inferential statistics which uses data from a sample to analyze results about whole dataset or population. While using Amazon SageMaker datasets are quick to access and load.

Data Science 98

Data Science Datasets Database Design Machine Learning 98

Knowledge Hut

MAY 31, 2023

This article will assist you to discover plenty of fascinating ideas and insights to inspire you, whether you are a tech fanatic or want to know about the future of AI. In this article, we will talk about artificial intelligence topics for the project. Let us get started! What are Artificial Intelligence Projects?

Project 96

Project Healthcare Deep Learning Transportation 96

RandomTrees

APRIL 30, 2024

In this article, we will see how generative AI is revolutionizing global health initiatives and telemedicine. Generative AI algorithms like convolutional neural networks (CNNs) and generative adversarial networks (GANs) have the capability to assess and interpret medical images with full precision and efficiency.

Medical 52

Medical Healthcare Algorithm Electronics 52

Knowledge Hut

DECEMBER 26, 2023

These skills are essential to collect, clean, analyze, process and manage large amounts of data to find trends and patterns in the dataset. The dataset can be either structured or unstructured or both. In this article, we will look at some of the top Data Science job roles that are in demand in 2024.

Data Science 97

Data Science BI Business Intelligence Data Mining 97

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. What is Overfitting in Machine Learning?

Machine Learning 52

Machine Learning Datasets Algorithm Data Science 52

Netflix Tech

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Datasets 89

Datasets Metadata Algorithm Architecture 89

Knowledge Hut

JANUARY 18, 2024

It is an interdisciplinary science with multiple approaches, and advancements in Machine Learning and deep learning are creating a paradigm shift in many sectors of the IT industry across the globe. Strong A I is made of two components which are Artificial General Intelligence (AGI) and Artificial Super Intelligence (ASI).

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 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. Table of Contents What is a dataset in machine learning? Why you need machine learning datasets? Where can I find datasets for machine learning?

Datasets 40

Datasets Machine Learning Retail Banking 40

Knowledge Hut

FEBRUARY 1, 2024

Businesses use data science applications in e-commerce and machine learning to improve customer experiences and keep website visitors interested. Machine learning algorithms produce these suggestions. They utilize this information to learn more about their customers or build a platform to assist new ones.

Data Science 96

Data Science Retail Algorithm Manufacturing 96

Knowledge Hut

MARCH 26, 2024

On the other hand, AI, compared to human intelligence, is a product of human-designed algorithms, computational power, and data processing capabilities. AI systems are designed to analyze large amounts of data, identify patterns, and make predictions or decisions based on algorithms and computational models.

Algorithm 52

Algorithm Deep Learning Education Datasets 52

AltexSoft

AUGUST 25, 2021

But today’s programs, armed with machine learning and deep learning algorithms, go beyond picking the right line in reply, and help with many text and speech processing problems. Machine learning-based NLP — the basic way of doing NLP. The prepared data is then fed to the algorithm for training.

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Process Deep Learning Datasets Machine Learning 139

Edureka

SEPTEMBER 11, 2023

By employing algorithms that pick up on the subtleties of the input or training data they are given, generative AI certainly provides a multifaceted approach to data generation. To summarise, generative AI is an effective tool in machine learning and artificial intelligence that draws on preexisting data to create new, similar data.

Algorithm 52

Algorithm Entertainment Healthcare Deep Learning 52

AltexSoft

MAY 27, 2022

This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. In collaboration, they trained random forests — ensemble algorithms consisting of many decision trees — to generate individual forecasts. Medical datasets with inpatient details.

Hospitality 98

Hospitality Medical Healthcare Algorithm 98

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. In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects. Source: NTi Audio.

Machine Learning 122

Machine Learning Building Datasets Healthcare 122

Knowledge Hut

JUNE 16, 2023

Read this article thoroughly to know more. New generative AI algorithms can deliver realistic text, graphics, music and other content. They also work with Big Data technologies such as Hadoop and Spark to manage and process large datasets. They develop algorithms and models integrated into software applications.

Engineering 52

Engineering Deep Learning Programming Language Software Engineer 52

AltexSoft

NOVEMBER 1, 2023

This article explains what named entity recognition is, its working principles, and how it is used in real life. A corpus can range from a set of news articles to academic journals or even social media posts. By doing so, NER transforms vast amounts of textual content into organized datasets, ready for further analysis.

Deep Learning 52

Deep Learning Machine Learning Datasets Algorithm 52

Knowledge Hut

MAY 23, 2024

In this article, you will learn about all the latest data science tools and frameworks that data science professionals require throughout their career. Through this tool, researchers and data scientists can perform matrix operations, analyze algorithmic performance, and render data statistical modeling.

Data Science 52

Data Science MongoDB Programming Language Unstructured Data 52

ProjectPro

OCTOBER 16, 2021

It contains codes to support the implementation of machine learning algorithms in Python. Not only that, but it also provides the option to effortlessly use various popular datasets like MNIST, California Housing, etc. Additionally, Scikit-Learn offers different metrics to test the efficiency of different algorithms.

Machine Learning 52

Machine Learning Deep Learning Datasets Algorithm 52

U-Next

JANUARY 17, 2022

The ability of computer vision algorithms to recognize dark-skinned females is 20%- 34% poorer than its ability to recognize light-skinned males. In the research paper, Diversity in Faces by IBM Research AI , the authors highlight that most computer vision training datasets are predominantly focused on light-skinned males. A mere 2.5%

Manufacturing 98

Manufacturing Deep Learning Datasets Algorithm 98

Knowledge Hut

DECEMBER 26, 2023

Our primary focus in this article will be to answer all these questions and take you a step forward towards your dream of becoming a Data engineer. A simple usage of Business Intelligence (BI) would be enough to analyze such datasets. Data Modeling using multiple algorithms. What is Data Science? And many more.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

ProjectPro

JANUARY 24, 2023

If you’re interested in how you can decode such patterns using machine learning algorithms , read this article to unleash the magic of pattern recognition in real-world. In this project, you should first download the famous Iris Dataset and implement Exploratory Data Analysis techniques over it.

Project 52

Project Datasets Algorithm Data Science 52

ProjectPro

JUNE 19, 2021

If you have heard of Machine Learning and Deep Learning, you must have also heard about cost (error or loss) functions. The cost function, in simple words, is a way of measuring the performance of a Machine Learning model by attributing a cost to every 'mistake' or wrong prediction that the model makes.

Algorithm 52

Algorithm IT Machine Learning Deep Learning 52

Knowledge Hut

NOVEMBER 27, 2023

Developing technical skills is essential, starting with foundational knowledge in mathematics, including calculus and linear algebra, which underpin machine learning and deep learning concepts. Through the article, we will learn what data scientists do, and how to transits to a data science career path.

Data Science 52

Data Science Datasets Machine Learning Algorithm 52

ProjectPro

AUGUST 30, 2022

This article will walk you through how one can start by exploring a loan prediction system as a data science and machine learning problem and build a system/application for loan prediction using your own machine learning project. Table of Contents What is Loan Prediction using Machine Learning?

Machine Learning 52

Machine Learning Coding Project Datasets 52

Edureka

APRIL 19, 2024

They use complex algorithms to analyze patterns in language, allowing them to generate coherent and contextually relevant text. Large Language Models (LLMs) are machine learning models that use deep learning algorithms to understand natural language.

Datasets 40

Datasets Utilities Algorithm Architecture 40

AltexSoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. On the surface, ML algorithms take the data, develop their own understanding of it, and generate valuable business insights and predictions — all without human intervention. ML algorithms forecast over 50 percent of air conditioning failures a month before they actually happen.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

ProjectPro

JULY 21, 2021

Good knowledge of commonly used machine learning and deep learning algorithms. Strong understanding of statistical techniques used to quantify the results of NLP algorithms. Past experience with utilizing NLP algorithms is considered an added advantage. Design NLP-based applications to solve customer needs.

Coding 52

Coding Project Deep Learning Algorithm 52

Ascend.io

FEBRUARY 28, 2024

This article explores the intersection of data engineering and AI, aiming to answer these questions and shed light on how this technology transforms the field from the inside out. Enhancing Documentation with AI Another key area where AI impacts data engineering is in the generation of comprehensive documentation for datasets.

Data Engineering 52

Data Engineering Data Engineer Engineering Metadata 52

U-Next

AUGUST 8, 2022

Learning algorithms are applied in this processing system. In Machine Learning, What Is “Overfitting”? In Machine Learning, “overfitting” happens whenever a mathematical formula depicts sampling errors or noise rather than an underlying connection. Semi-supervised Machine Learning exists as well.

Machine Learning 52

Machine Learning Deep Learning Algorithm Data Mining 52

ProjectPro

JANUARY 20, 2022

is a question that every beginner seeking a career in the machine learning domain has in his mind. Machine learning, a subdomain of artificial intelligence, uses algorithms and data to imitate how humans learn and steadily improve. In other words, machine learning facilitates the generation of analytical models.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

Knowledge Hut

SEPTEMBER 6, 2023

In this article, I’ve compiled the list of the best Data Science Certificate Programs, which will help you hone your skills and acquire knowledge on the most used techniques of data science. All the data science algorithms and concepts find their implementation in either Python or R. Expiration - No expiry 5.

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Data Science Certification Business Analyst Machine Learning 97