Scott Logic

SEPTEMBER 13, 2024

Data Validation: Further start by validating the dataset, ensuring that it includes a balanced representation of various patient, medical history, treatment plans etc. Stress Testing: Test the model with scenarios where patient data is incomplete, such as missing medical history or inconsistent treatment records.

Medical 52

Medical Hospitality Datasets Machine Learning 52

Knowledge Hut

DECEMBER 27, 2023

Some of the SQL skills to develop are as follows - Microsoft SQL Server Skills Database Management SQL Join Skills PHP Skills OLAP Skills Indexing Skills Execution Skills Technical SQL Data Analysis 3. These industries include companies that offer medical services, insurance, manufacturing drugs, or distributing medical equipment.

Medical 98

Medical Programming Language Amazon Web Services Entertainment 98

Knowledge Hut

DECEMBER 27, 2023

Overnight, data science 's potential exploded. All thanks to scholars who combined statistics and computer science for data analysis, quick processing, inexpensive storage, big data, and other factors. To remove meaningful data from enormous amounts of data, processing of data is necessary.

Data Science 52

Data Science Medical Manufacturing Transportation 52

Edureka

JANUARY 18, 2024

This guide provides a comprehensive understanding of the essential skills and knowledge required to become a successful data scientist, covering data manipulation, programming, mathematics, big data, deep learning, and machine learning technologies. Stay updated on data science advancements.

Data Science 40

Data Science Deep Learning Machine Learning NoSQL 40

Edureka

AUGUST 29, 2024

Understanding Data Science Modeling Choosing the proper algorithm, training it on historical data, evaluating its performance on fresh data, and fine-tuning it to extend accuracy are the quality steps in data science modeling. Next, compile the pertinent data needed for the analysis.

Data Science 40

Data Science Medical Algorithm Datasets 40

Knowledge Hut

NOVEMBER 18, 2023

In artificial intelligence , an AI model, including Open AI models, refers to a mathematical formulation that processes data, discovers patterns, makes predicaments, and decisions in AI systems. They are very good at activities such as object recognition, facial recognition, and even detecting anomalies in medical photos.

Medical 52

Medical Machine Learning Algorithm Datasets 52

AltexSoft

MAY 12, 2022

Audio analysis is a process of transforming, exploring, and interpreting audio signals recorded by digital devices. Aiming at understanding sound data, it applies a range of technologies, including state-of-the-art deep learning algorithms. Audio data analysis steps. Below we’ll give most popular use cases.

Machine Learning 122

Machine Learning Building Deep Learning Datasets 122

Knowledge Hut

NOVEMBER 27, 2023

Understanding what defines data in the modern world is the first step toward the Data Science self-learning path. There is a much broader spectrum of things out there which can be classified as data. For some, it does not matter what the data is about. Learn about Dataframes, Pandas, and Numpy to begin with.

Data Science 97

Data Science Healthcare Machine Learning Algorithm 97

Knowledge Hut

NOVEMBER 18, 2023

Companies are actively training machine learning models to search patterns from IoT devices and make forecasts in several fields like: Data quality analysis Behavioral analysis Service quality Edge computing Smart Healthcare Resource consumption Neural networks Attack detection and prediction Distributed deep learning, etc.

Machine Learning 52

Machine Learning Transportation Healthcare Medical 52

Knowledge Hut

JULY 28, 2023

If you are interested in acquiring expertise in Machine Learning, consider joining a comprehensive Machine Learning online training program. An observation or data point that significantly deviates from expected or typical behavior is referred to as an anomaly in the context of data analysis. What is an Anomaly?

Machine Learning 98

Machine Learning Algorithm Datasets Deep Learning 98

ProjectPro

JANUARY 20, 2022

These statistics show that it's a perfect time to pursue a career in machine learning and artificial intelligence. Get Closer To Your Dream of Becoming a Data Scientist with 150+ Solved End-to-End ML Projects How much does an ML Engineer earn? Deep learning and computer vision-related careers may demand higher degrees.

Machine Learning 52

Machine Learning Deep Learning Algorithm Programming Language 52

U-Next

SEPTEMBER 23, 2022

According to reports , Netflix saves $1 billion annually by enhancing its client retention strategy with data analytics. What data analysis techniques are companies using to produce these great results? . Probabilities, likelihoods, and the distribution of results are mostly used in the analysis. Predictive Analysis.

Data Mining 40

Data Mining Business Analyst Deep Learning Algorithm 40

Knowledge Hut

NOVEMBER 2, 2023

Image Recognition: Machine learning models can be specifically programmed to identify or categorize photos, thus opening doors to a wide range of tasks such as object detection, facial recognition, medical image analysis, and more. While many people have questions like “Is generative AI a type of deep learning?”,

Machine Learning 52

Machine Learning Deep Learning Utilities Medical 52

ProjectPro

DECEMBER 17, 2021

By implementing various machine learning algorithms over a dataset of dates, store, item information, promotions, and unit sales, you will be using time forecasting methods to predict the sales. This challenge is about implementing deep learning object detection models over the thousands of images collected by the underwater camera.

Data Science 52

Data Science Medical Machine Learning Datasets 52

Knowledge Hut

JUNE 27, 2023

For example, computer scientists are developing wearable technologies & medical devices that can track vital signs & improve patient outcomes. With the growth of cloud computing, data analysis, & automation, computer scientists are developing solutions that help organizations perform at their best.

Computer Science 52

Computer Science Entertainment Healthcare Finance 52

AltexSoft

FEBRUARY 11, 2023

It serves as a foundation for the entire data management strategy and consists of multiple components including data pipelines; , on-premises and cloud storage facilities – data lakes , data warehouses , data hubs ;, data streaming and Big Data analytics solutions ( Hadoop , Spark , Kafka , etc.);

Data Architect 87

Data Architect Certification Generalist Big Data 87

phData: Data Engineering

AUGUST 11, 2023

Predictive Analysis for Disease Prevention and Precautionary Steps Statistically, disease-causing pathogens follow similar life cycles even in varying patients. Capturing and maintaining data on a large population can help doctors chart the best course of action according to their previous diagnoses.

Healthcare 52

Healthcare Data Engineering Data Engineer Hospitality 52

U-Next

AUGUST 18, 2022

Data collection and cleansing will be the first steps for new personnel in the Data Science procedure. They will next do rudimentary data analysis and provide summaries of their results in reports. Junior Data Scientists frequently meet with groups weekly to check in on the progress and answer any issues or queries.

Unstructured Data 40

Unstructured Data Data Science Medical Business Intelligence 40

ProjectPro

JANUARY 31, 2023

Machine Learning in Health Insurance Explore how machine learning is used in health insurance industry - Insurance Underwriting The insurance industry uses the underwriting process, i.e., the analysis of the risk of an accident occurring and possible risk assessment for an individual client, to determine prices for contracts and services.

Insurance 75

Insurance Machine Learning Project Algorithm 75

ProjectPro

NOVEMBER 11, 2021

You’ll also learn and understand concepts like transfer learning, RPN, Backbone, performing image annotation using VGG Annotator, and much more. You’ll understand the Polyp segmentation problem, Data augmentation, Unet architecture, VGG architecture, IOU, etc.

Programming Language 52

Programming Language Deep Learning Machine Learning Algorithm 52

U-Next

OCTOBER 27, 2022

AI helps develop self-learning systems that can learn from experience without requiring human intervention or programming effort. . AI clouds have been used in many domains, such as self-driving cars, medical diagnosis, and speech recognition. Unsupervised Learning: .

Cloud Computing 40

Cloud Computing Cloud IT Algorithm 40

U-Next

OCTOBER 16, 2022

AI helps develop self-learning systems that can learn from experience without requiring human intervention or programming effort. . AI clouds have been used in many domains, such as self-driving cars, medical diagnosis, and speech recognition. Unsupervised Learning: .

Cloud Computing 40

Cloud Computing Cloud Algorithm Machine Learning 40

ProjectPro

FEBRUARY 28, 2022

With modern deep learning techniques, we have advanced to detect difficult things like smiles, eyes, and emotions. Facial Expression Recognition Technology is used for medical research in autism therapy and deepfake detection. We will use this to manipulate data. For example, serving a sad customer can be prioritized.

Coding 52

Coding Project Deep Learning Datasets 52

ProjectPro

DECEMBER 10, 2021

Business Intelligence in Healthcare: It has become common to use patients’ data to better diagnose diseases. Along with that, deep learning algorithms and image processing methods are also used over medical reports to support a patient’s treatment better.

Business Intelligence 52

Business Intelligence Coding Project BI 52

ProjectPro

FEBRUARY 5, 2021

In particular, the data has 8 different classes of cancerous tissue. 6) Skin Cancer MNIST : It is a medical dataset containing images of skin lesions/cancers along with their corresponding labels. It can be used as a primary dataset for anyone trying to tackle a medical classification problem using deep learning.

Datasets 40

Datasets Deep Learning Medical Algorithm 40

ProjectPro

AUGUST 28, 2021

ML Project for Medical Image Segmentation with Deep Learning This project segments medical colonoscopic images/scans and detects colon polyps present in the frames. You will learn to implement unet++ models for image segmentation using PyTorch. Customer Churn Prediction Project with Source Code and Guided Videos 8.

Portfolio 52

Portfolio Project Datasets Algorithm 52

ProjectPro

OCTOBER 18, 2021

Developing such ML projects requires an in-depth understanding of image clustering, classification , computer graphics, and data analysis. Machine Learning frameworks like Scikit-learn and TensorFlow can help you in this project. It uses deep learning algorithms to classify the list of songs to the smartphone user.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

Knowledge Hut

FEBRUARY 11, 2023

The average salary for a Data Analyst with Writing and communication knowledge is SGD 65,000 PA in Singapore. Within this category, the individual owns the skill to write the data analysis for the other individual to understand or simply to keep a record for further investigation. are a few of the degrees you can pursue.

Healthcare 52

Healthcare Banking Finance Education 52

ProjectPro

OCTOBER 27, 2021

Use the Morning Star Dataset to implement this machine learning project in financial domain. Unlock the ProjectPro Learning Experience for FREE 6. Transaction Fraud Detection Project Fraud detection has been a significant problem in the banking, insurance, and medical sectors.

Finance 52

Finance Machine Learning Project Banking 52

ProjectPro

NOVEMBER 18, 2021

Here are a few applications of Data science used by Pfizer : i) Identifying Patients for Clinical Trials Artificial intelligence and machine learning are used to streamline and optimize clinical trials to increase their efficiency. These can help identify patients with distinct symptoms.

Data Science 52

Data Science Project Food Pharmaceutical 52

ProjectPro

FEBRUARY 1, 2022

A data science case study is an in-depth, detailed examination of a particular case (or cases) within a real-world context. you set up to source your data. Data Cleaning — Explaining the data inconsistencies and how did you handle them. Time series datasets invoke a lot of enthusiasm between data scientists.

Data Science 52

Data Science Datasets Banking Machine Learning 52

AltexSoft

JUNE 26, 2023

The ultimate goal of data integration is to gather all valuable information in one place, ensuring its integrity , quality, accessibility throughout the company, and readiness for BI, statistical data analysis, or machine learning. In total, datasets prepared for ML projects amount to thousands of data samples.

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

Knowledge Hut

JANUARY 11, 2024

I recommend checking out Data Science With Python course syllabus to start your data science journey. In this discussion, I will present some case studies to you that contain detailed and systematic data analysis of people, objects, or entities focusing on multiple factors present in the dataset.

Data Science 98

Data Science Transportation Banking Hospitality 98

ProjectPro

MARCH 17, 2014

Joe Tucci ,CEO of EMC said that big data is best defined by example-“Big data would be the mass of seismic data an oil company accumulates when exploring for new sources of oil,” he said. “It would be the imaging data that a health care provider generates with multiple MRIs and other medical imaging techniques.

Hadoop 52

Hadoop Big Data Unstructured Data Retail 52

Knowledge Hut

OCTOBER 30, 2023

Medical insurance fraud detection Medical Insurance Fraud Detection is a special data science approach for predicting fraud in the medical insurance market that makes use of real-time analysis and classification algorithms. Source Code: Medical Insurance Fraud Detection 4. Source Code: Search Engine 3.

Big Data 52

Big Data Coding Project Medical 52

ProjectPro

JULY 30, 2021

With so many companies gradually diverting to machine learning methods , it is important for data scientists to explore MLOps projects and upgrade their skills. In this project, you will work on Google’s Cloud Platform (GCP) to build an Image segmentation system using Mask RCNN deep learning algorithm.

Machine Learning 40

Machine Learning Project Deep Learning Banking 40

U-Next

SEPTEMBER 23, 2022

Data has become one of the biggest assets for businesses in the day and age that we live in. Having access to more data will allow Data Scientists to generate better insights. As a result of data analysis, they have been able to discover patterns that were unknown before. What is Machine Learning? .

Machine Learning 40

Machine Learning Data Science Manufacturing Healthcare 40