Knowledge Hut

DECEMBER 21, 2023

Neural network based multi-objective evolutionary algorithm for dynamic workflow scheduling in cloud computing Cloud computing research topics are getting wider traction in the Cloud Computing field. The NN-MOEA algorithm utilizes neural networks to optimize multiple objectives, such as planning, cost, and resource utilization.

Cloud Computing 52

Cloud Computing Cloud Algorithm Healthcare 52

Knowledge Hut

JANUARY 11, 2024

Data science has become popular in the last few years due to its successful application in making business decisions. Data scientists have been using data science techniques to solve challenging real-world issues in healthcare, agriculture, manufacturing, automotive, and many more.

Data Science 98

Data Science Transportation Hospitality Banking 98

Knowledge Hut

JANUARY 18, 2024

These professionals are capable of handling feature engineering, getting the data, and model building. They also ensure the efficient application of the model for making relevant predictions using the data collected through various methods. Know more about data science in healthcare.

Data Science 96

Data Science Computer Science Programming Language Machine Learning 96

Knowledge Hut

MAY 2, 2024

It means a computer or a system designed with machine learning will identify, analyse and change accordingly and give the expected output when it comes across a new pattern of data, without any need of humans. It means computers learn and there are many concepts, methods, algorithms and processes involved in making this happen.

Machine Learning 98

Machine Learning IT Deep Learning Algorithm 98

AltexSoft

MAY 27, 2022

Healthcare facilities and insurance companies would give a lot to know the answer for each new admission. This article describes how data and machine learning help control the length of stay — for the benefit of patients and medical organizations. The built-in algorithm learns from every case, enhancing its results over time.

Hospitality 98

Hospitality Medical Healthcare Algorithm 98

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

Knowledge Hut

APRIL 24, 2024

Patient Tracker Application System The Patient Tracker Application System provides a user-friendly interface for healthcare professionals to manage their patient data effectively. Developing sophisticated machine learning algorithms and secure software systems have the prospect to revolutionize the healthcare industry.

Software Engineer 52

Software Engineer Software Engineering Coding Project 52

Knowledge Hut

OCTOBER 27, 2023

Patient Tracker Application System The Patient Tracker Application System provides a user-friendly interface for healthcare professionals to manage their patient data effectively. Developing sophisticated machine learning algorithms and secure software systems have the prospect to revolutionize the healthcare industry.

Software Engineer 98

Software Engineer Software Engineering Coding Project 98

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. Regardless of industry, data is considered a valuable resource that helps companies outperform their rivals, and healthcare is not an exception. Medical image datasets.

Medical 52

Medical Datasets Machine Learning Hospitality 52

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. Let’s delve deep to understand it.

Data Analytics 52

Data Analytics Coding Project Medical 52

Knowledge Hut

JULY 26, 2023

Biases can arise from various factors such as sample selection methods, survey design flaws, or inherent biases in data collection processes. Bugs in Application: Errors or bugs in data collection, storage, and processing applications can compromise the accuracy of the data.

Big Data 52

Big Data Data Cleanse Retail Healthcare 52

Knowledge Hut

DECEMBER 26, 2023

What i s Data Science and Why is it Important? Data Science is the study of extracting insights from massive amounts of data using various scientific approaches, processes and algorithms. The development of big data, data analysis, and quantitative statistics has given rise to the term "data science."

Data Science 52

Data Science Unstructured Data Medical Healthcare 52

Cloudera

SEPTEMBER 15, 2021

Without them, data collected by IoT sensors, cameras and other devices would have to travel to a data center located hundreds or thousands of miles away. In such a scenario, data latency is essentially unavoidable — and, when real-time action is required, inadmissible. Real-time Demands.

Medical 118

Medical Retail Datasets Algorithm 118

Edureka

SEPTEMBER 11, 2023

From healthcare and finance to art and entertainment, generative AI has been in the news recently. 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.

Algorithm 52

Algorithm Entertainment Healthcare Deep Learning 52

Knowledge Hut

JANUARY 24, 2024

Tool Proficiency: Utilizing a diverse set of tools and technologies, including R, Tableau, Python, Matlab, Hive, Impala, PySpark, Excel, Hadoop, SQL, and SAS, to manipulate and analyze data efficiently. Complexity Simplification : Streamlining intricate data problems to make them more approachable and solvable.

Database-centric 52

Database-centric Data Science Machine Learning Datasets 52

Knowledge Hut

JULY 28, 2023

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. DL models automatically learn features from raw data, eliminating the need for explicit feature engineering. What is Machine Learning?

Deep Learning 52

Deep Learning Machine Learning Unstructured Data Algorithm 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 Datasets Healthcare 122

Knowledge Hut

DECEMBER 21, 2023

IoT: Overview IoT has numerous applications in various sectors such as healthcare, agriculture, transportation, manufacturing, and smart cities. The data collected from IoT devices can be used to improve decision-making, optimize processes, and enhance customer experiences.

Coding 98

Coding Transportation Medical Hospitality 98

Knowledge Hut

DECEMBER 27, 2023

Database Structures and Algorithms Different organizations use different data structures to store information in a database, and the algorithms help complete the task. Healthcare Software developers are highly in demand in healthcare industries in Singapore.

Medical 98

Medical Programming Language Amazon Web Services Entertainment 98

Edureka

AUGUST 2, 2023

What does a Data Processing Analysts do ? A data processing analyst’s job description includes a variety of duties that are essential to efficient data management. They must be well-versed in both the data sources and the data extraction procedures.

Data Process 52

Data Process Process Data Cleanse Data Mining 52

Knowledge Hut

NOVEMBER 20, 2023

In essence, it's the use of AI anomaly detection algorithms, often covered in an Artificial Intelligence course for beginners , to analyze and identify suspicious activities or transactions. Fraud detection with AI and machine learning operates on the principle of learning from data. AI, however, evolves with them.

Insurance 52

Insurance Banking Machine Learning Algorithm 52

Knowledge Hut

DECEMBER 29, 2023

Learning Outcomes: You will understand the processes and technology necessary to operate large data warehouses. Engineering and problem-solving abilities based on Big Data solutions may also be taught. Learning Outcomes: Acquire the skills necessary to assess models developed from data.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

RandomTrees

JANUARY 29, 2024

Traditionally, the quest for labeled data involves the meticulous task of human annotation, a process both labor-intensive and financially demanding. Yet, beyond the sheer toil, there are lurking concerns of privacy, limitations in data diversity, and the uphill battle of scaling up real-world data collection.

Medical 52

Medical Retail Entertainment Datasets 52

Knowledge Hut

FEBRUARY 28, 2024

The second step is to prioritize these data sources so that you can focus your efforts correctly. And AI-powered algorithms are the best at this. They can sift through vast amounts of data and generate insights at a speed and accuracy that humans cannot hope to match. Looking to dive into the world of data science ?

Big Data 52

Big Data Cloud Storage Healthcare SQL 52

Knowledge Hut

DECEMBER 26, 2023

This mainly happened because data that is collected in recent times is vast and the source of collection of such data is varied, for example, data collected from text files, financial documents, multimedia data, sensors, etc. This is one of the major reasons behind the popularity of data science.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

Knowledge Hut

MARCH 26, 2024

We'll focus on jobs expected to thrive in Canada, including in technology, healthcare, finance, and skilled trades. Sectors like technology, healthcare, renewable energy, artificial intelligence, and sustainable industries are doing particularly well, attracting skilled workers from all over the world.

Medical 52

Medical BI Programming Language Healthcare 52

Knowledge Hut

MARCH 19, 2024

From website hosting to running complicated machine learning algorithms, AWS provides a lot of applications that allow businesses to innovate, scale, and digitally transform. Amazon Kinesis Amazon Kinesis is a set of services completely managed and dedicated to real-time data streaming and analytics.

AWS 52

AWS Cloud Computing Amazon Web Services Relational Database 52

AltexSoft

JUNE 14, 2021

Insurers use data collected from smart devices to notify customers about harmful activities and lifestyles. On top of that, the company uses big data analytics to quantify losses and predict risks by placing the client into a risk group and quoting a relevant premium. Invest in data infrastructure.

Insurance 88

Insurance Medical Machine Learning Algorithm 88

Knowledge Hut

MARCH 27, 2024

Big data tools are used to perform predictive modeling, statistical algorithms and even what-if analyses. Some important big data processing platforms are: Microsoft Azure. Why Is Big Data Analytics Important? Data can be processed for the application of big data analysis over the cloud and segregated using Xplenty.

Big Data 52

Big Data Data Analytics MongoDB Big Data Tools 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 Algorithm 52

AltexSoft

APRIL 12, 2022

An ML model is an algorithm (e.g., Decision Trees, Random Forests, or Neural Networks) that has been trained on data to generate predictions and help a computer system, a human, or their tandem make decisions. To enable algorithm fairness, you can: research biases and their causes in data (e.g., Source: SMBC Comics.

Insurance 98

Insurance Recruitment Government Algorithm 98

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. Healthcare: Medical Science involves a huge deal of technology, from medical research to operational equipment production.

Medical 52

Medical Computer Science Scala Machine Learning 52

Knowledge Hut

FEBRUARY 15, 2023

Data analysis starts with identifying prospectively benefiting data, collecting them, and analyzing their insights. Further, data analysts tend to transform this customer-driven data into forms that are insightful for business decision-making processes. hire expert finance data analysts often.

Data Cleanse 52

Data Cleanse Entertainment Business Intelligence Recruitment 52

Knowledge Hut

FEBRUARY 12, 2023

Data science is the study of data created by various human activities, such as business and research, to extract meaningful insights. It is not new to humans, but the modalities used for data collection and processing have become easier with innovative tools that handle a large amount of data.

Data Science 52

Data Science Computer Science Portfolio Certification 52

ProjectPro

SEPTEMBER 26, 2021

Big Data Engineers are professionals who handle large volumes of structured and unstructured data effectively. They are responsible for changing the design, development, and management of data pipelines while also managing the data sources for effective data collection. to schedule the project activities.

Big Data 52

Big Data Data Engineering Data Engineer Engineering 52

ProjectPro

JANUARY 31, 2023

With the introduction of advanced machine learning algorithms , underwriters are bringing in more data for better risk management and providing premium pricing targeted to the customer. This explains why the insurance sector is acquiring an increasing amount of data.

Insurance 75

Insurance Machine Learning Project Algorithm 75

Knowledge Hut

NOVEMBER 20, 2023

Industry Applications AI systems are more prominent in the healthcare, finance, autonomous vehicles, and customer service industries. This is done in the following sequence: Data collection, Data processing, Feature extraction, Model selection, Training.

Manufacturing 52

Manufacturing Pharmaceutical Healthcare Finance 52