Knowledge Hut

DECEMBER 21, 2023

In this article, we will investigate some of the top cloud computing research topics for 2024 and explore what we get most out of it for researchers or cloud practitioners. These topics in the paper suggest a multi-objective evolutionary algorithm (NN-MOEA) based on neural networks for dynamic workflow scheduling in cloud computing.

Cloud Computing 52

Cloud Computing Cloud Algorithm Healthcare 52

ProjectPro

NOVEMBER 11, 2022

To know more about how Spotify uses AI and how Spotify uses machine learning to personalize the user experience , continue reading this article till the end. In its initial years, Spotify used machine learning algorithms like collaborative filtering to recommend music to its subscribers.

Machine Learning 52

Machine Learning Algorithm Metadata Python 52

Knowledge Hut

JUNE 25, 2024

Top 8 Python Data Science Books for 2023 Python is one of the programming languages that is most commonly utilized in the field of data science. There are many books on Python for data science accessible; in this article, we'll look at the top 8 of such Python books for data science as rated by Goodreads users.

Data Science 97

Data Science Python Hadoop Media 97

Knowledge Hut

JANUARY 18, 2024

These streams basically consist of algorithms that seek to make either predictions or classifications by creating expert systems that are based on the input data. Even Email spam filters that we enable or use in our mailboxes are examples of weak AI where an algorithm is used to classify spam emails and move them to other folders.

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 98

Cloudera

FEBRUARY 16, 2022

In this article, we explore model governance, a function of ML Operations (MLOps). We can think of model lineage as the specific combination of data and transformations on that data that create a model. This maps to the data collection, data engineering, model tuning and model training stages of the data science lifecycle.

Machine Learning 83

Machine Learning Algorithm Government Metadata 83

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. Currently, most students and working professionals prefer a Data Science Course to make a smooth transition in the data science field. Let us get started!

Project 96

Project Healthcare Deep Learning Transportation 96

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. It accomplishes this through complex algorithms and neural network architectures, and it has vast potential across many fields.

Algorithm 52

Algorithm Entertainment Deep Learning Healthcare 52

Knowledge Hut

FEBRUARY 29, 2024

A database is a structured data collection that is stored and accessed electronically. According to a database model, the organization of data is known as database design. Conclusion This article covers various topics and their related websites for machine learning and data science.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

Databand.ai

JUNE 8, 2023

By implementing an observability pipeline, which typically consists of multiple technologies and processes, organizations can gain insights into data pipeline performance, including metrics, errors, and resource usage. This ensures the reliability and accuracy of data-driven decision-making processes.

Data Pipeline 52

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AltexSoft

JUNE 14, 2021

This article will explore the topic and its importance, how some insurers are already implementing it as their business model, how to approach personalization, and the challenges companies may encounter trying to implement it. Insurers use data collected from smart devices to notify customers about harmful activities and lifestyles.

Insurance 88

Insurance Medical Machine Learning Data Collection 88

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. Data preparation for LOS prediction.

Hospitality 98

Hospitality Medical Healthcare Algorithm 98

Knowledge Hut

JULY 28, 2023

Below is a thorough article on Machine Learning vs Deep Learning. Parameters Machine Learning (ML) Deep Learning (DL) Feature Engineering ML algorithms rely on explicit feature extraction and engineering, where human experts define relevant features for the model. What is Machine Learning?

Deep Learning 52

Deep Learning Machine Learning Unstructured Data Algorithm 52

RandomTrees

OCTOBER 14, 2024

Standard forecasting techniques are typically based on forward-looking historical data and statistics, which, in some cases, are unable to accurately describe the dynamics of energy demand in today’s world. This has positively been altered with the introduction of artificial intelligence, and more so, Generative AI (GenAi).

Utilities 52

Utilities Data Mining Algorithm Systems 52

AltexSoft

SEPTEMBER 19, 2023

In the continuously changing travel industry, data-driven insights are revolutionizing decision-making processes. This article explores the influence of analytics on marketing strategies, revenue management, guest personalization, and other aspects of the travel industry. They can adjust prices and create appealing travel packages.

Hospitality 52

Hospitality Machine Learning Data Governance BI 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. In this article, we will look at some of the top Data Science job roles that are in demand in 2024. The dataset can be either structured or unstructured or both.

Data Science 97

Data Science BI Business Intelligence Machine Learning 97

Towards Data Science

AUGUST 29, 2023

The Problem of Missing Data Missing Data is an interesting data imperfection since it may arise naturally due to the nature of the domain, or be inadvertently created during data, collection, transmission, or processing. Unfortunately, the process of handling missing data is far from being over.

Datasets 102

Datasets Machine Learning Data Data Science 102

Knowledge Hut

OCTOBER 27, 2023

This would help you lead teams, build predictive models, identify trends, and provide recommendations to management based on findings from the data analysed using advanced statistics, machine learning algorithms, mathematical models, and techniques. What are Data Analytics Projects? Let’s delve deep to understand it.

Data Analytics 52

Data Analytics Coding Project Medical 52

AltexSoft

OCTOBER 18, 2022

Read our article on HIPAA violations to avoid common mistakes and associated penalties. Medical data anonymization and de-identification. So, before you can use medical data for research or business purposes, you must get rid of personal identifiers and even parts of them (like initials). Medical datasets comparison chart .

Medical 52

Medical Datasets Machine Learning Hospitality 52

AltexSoft

MAY 12, 2022

In this article, we’ll share what we’ve learnt when creating an AI-based sound recognition solutions for healthcare projects. Particularly, we’ll explain how to obtain audio data, prepare it for analysis, and choose the right ML model to achieve the highest prediction accuracy. Audio data transformation basics to know.

Machine Learning 122

Machine Learning Building Deep Learning Datasets 122

Monte Carlo

AUGUST 21, 2023

Data science teams have encountered all of these issues with their machine learning algorithms and applications over the last five years or so. The streaming event data within the product domain might benefit from being enriched by the custom data collected by the centralized team, but that connection might never be made.

Data Science 98

Data Science Machine Learning Media Data 98

U-Next

OCTOBER 16, 2022

The KDD process in data mining is used in business in the following ways to make better managerial decisions: . Data summarization by automatic means . Analyzing raw data to discover patterns. . This article will briefly discuss the KDD process in data mining and the KDD process steps. . What is KDD? .

Data Mining 40

Data Mining Process IT Raw Data 40

RandomTrees

JUNE 18, 2024

Through machine learning algorithms, they learn from every interaction. They provide a self-service portal with FAQs, troubleshooting guides, and knowledge-based articles. Data Collection and Insights: Chatbot interactions provide valuable data on customer behavior, preferences, and pain points.

Machine Learning 52

Machine Learning Programming Algorithm Data Collection 52

Databand.ai

JULY 10, 2023

This is part of a series of articles about data observability. In this article: Essential Elements of an Observability Platform Observability Platform vs. Observability Tools: What Is the Difference? This enables seamless correlation between various data types and easier identification of root causes.

Data Pipeline 52

Data Pipeline Algorithm Raw Data Data Engineer 52

Knowledge Hut

JULY 31, 2023

In 2023, Business Intelligence (BI) is a rapidly evolving field focusing on data collection, analysis, and interpretation to enhance decision-making in organizations. This article explores prominent research subjects within BI for 2023. Identify gaps or limitations in the literature that your research aims to address.

Business Intelligence 52

Business Intelligence BI Data Mining Data Collection 52

Knowledge Hut

JUNE 4, 2024

Data science in pharmaceutical industry is extensively used to improve its operations through applications such as predictive modeling, segmentation analysis, machine learning algorithms, visualization tools, etc., In this article, we have explained about data science in pharma, their use cases, o pportunities, and more.

Pharmaceutical 52

Pharmaceutical Data Science Medical Deep Learning 52

AltexSoft

FEBRUARY 21, 2023

This blog post will delve into the challenges, approaches, and algorithms involved in hotel price prediction. Hotel price prediction is the process of using machine learning algorithms to forecast the rates of hotel rooms based on various factors such as date, location, room type, demand, and historical prices.

Hospitality 52

Hospitality Datasets Algorithm Machine Learning 52

AltexSoft

APRIL 27, 2023

In this article, we’ll review the most popular use cases of machine learning and AI in pharma and back them with real-life examples from industry leaders. No wonder, pharma companies seek ways to make the journey shorter — and pin their hopes on data analytics. Read our article on AI in drug discovery and repurposing to learn more.

Data Analytics 52

Data Analytics Pharmaceutical Medical Manufacturing 52

Knowledge Hut

FEBRUARY 29, 2024

Before going on to what Anaconda is, we need to understand what data science is and the major requirements in this field. Anaconda (or Anaconda Navigator) is an open-source platform that provides data science toolkits and inbuilt packages for performing various data science tasks.

Data Science 52

Data Science Project Datasets Python 52

Knowledge Hut

NOVEMBER 27, 2023

Additionally, proficiency in probability, statistics, programming languages such as Python and SQL, and machine learning algorithms are crucial for data science success. Through the article, we will learn what data scientists do, and how to transits to a data science career path. What Do Data Scientists Do?

Data Science 52

Data Science Datasets Machine Learning Portfolio 52

Knowledge Hut

DECEMBER 26, 2023

They are a very skilled approach to breaking into the data science field, even for experienced individuals. This article will teach you how to get your first data science internship. For a higher understanding of data science, you can apply for a Data Science Bootcamp online. What i s Data Science?

Data Science 52

Data Science Portfolio Recruitment Machine Learning 52

AltexSoft

JULY 27, 2021

In this article, we’re taking you down the road of machine learning-based personalization. By utilizing ML algorithms and data, it is possible to create smart models that can precisely predict customer intent and as such provide quality one-to-one recommendations. But how to start personalizing product and content offers?

Machine Learning 76

Machine Learning Systems Algorithm Deep Learning 76

Knowledge Hut

JANUARY 18, 2024

Although both Data Science and Software Engineering domains focus on math, code, data, etc., Is mastering data science beneficial or building software is a better career option? Data Science is strongly influenced by the value of accurate estimates, data analysis results, and understanding of those results.

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Software Engineer Software Engineering Data Science Engineering 97

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. Your data should possess the maximum available information to perform meaningful analysis. which host datasets for a variety of data science tasks.

Datasets 96

Datasets Data Science Project Machine Learning 96

Knowledge Hut

JUNE 26, 2023

If you're aspiring to be a data engineer and seeking to showcase your skills or gain hands-on experience, you've landed in the right spot. Get ready to delve into fascinating data engineering project concepts and explore a world of exciting data engineering projects in this article. Which queries do you have?

Data Engineer 98

Data Engineer Data Engineering Coding Project 98

AltexSoft

JUNE 21, 2023

In this article, we delve into the ADR concept, explain its formula, and shed some light on its advantages and drawbacks. Learn more about occupancy rate prediction in our dedicated article. Learn more about RevPAR in our dedicated article. However, like any other technique, it comes with its own strengths and weaknesses.

Hospitality 52

Hospitality Management Machine Learning Datasets 52

U-Next

AUGUST 11, 2022

It’s a study of Computer Algorithms, which helps self-improvement through experiences. It builds a model based on Sample data and is designed to make predictions and decisions without being programmed for it. Artificial Intelligence is achieved through the techniques of Machine Learning and Deep Learning. is highly beneficial.

Medical 52

Medical Computer Science Scala Machine Learning 52

Data Engineering Weekly

FEBRUARY 19, 2023

The blog discusses fairness in ML and demonstrates why high accuracy doesn’t mean the algorithm is fair. link] Sponsored: [New Guide] The Ultimate Guide to Data Mesh Architecture If implementing data mesh is high on your list of priorities, you’re not alone.

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Data Engineering Data Engineer Engineering Google Cloud 52