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.

Machine Learning 122

Machine Learning Building Datasets Healthcare 122

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.

Machine Learning 52

Machine Learning Python Datasets Coding 52

ProjectPro

OCTOBER 25, 2021

Will machine learning replace the jobs of doctors or instead give us better health in the coming years? Some researches and studies have shown that machines surpass humans in the diagnosis of diseases. No doubt, machine learning algorithms do better at disease diagnosis, but it is still far from replacing doctors.

Healthcare 52

Healthcare Machine Learning Project Medical 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

Knowledge Hut

AUGUST 1, 2023

Ever wondered how machine learning can revolutionize the healthcare industry? Machine learning is a way in which artificial intelligence is used to train algorithms or computers. They together empower the industry with quality data analytics, live monitoring capabilities, and customized healthcare solutions.

Machine Learning 52

Machine Learning Medical Healthcare Hospitality 52

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?

Datasets 40

Datasets Machine Learning Retail Banking 40

Knowledge Hut

DECEMBER 28, 2023

As businesses expand, their datasets also expand and become more complex. Especially the organizations that deal in machine learning for better forecasting and automated results by the machine, their storage spaces shrink and cannot handle a large amount of data. What is Machine Learning?

Cloud Computing 52

Cloud Computing Machine Learning Cloud Google Cloud 52

U-Next

NOVEMBER 25, 2022

Introduction to Machine Learning and Big Data . Big Data and Machine Learning are one of the most crucial and irreplaceable technologies today. Machine Learning allows computers to learn from data automatically without being explicitly programmed. Using Big Data analytics in healthcare will cost $79.23

Big Data 52

Big Data Machine Learning Deep Learning Algorithm 52

ProjectPro

JULY 9, 2021

When firing Siri or Alexa with questions, people often wonder how machines achieve super-human accuracy. All thanks to deep learning - the incredibly intimidating area of data science. This new domain of deep learning methods is inspired by the functioning of neural networks in the human brain.

Deep Learning 40

Deep Learning Algorithm Machine Learning Datasets 40

Knowledge Hut

JUNE 16, 2023

Machine Learning is a rapidly growing field in the tech industry, that has created many job opportunities for professionals with the right skills and experience. One such job is that of a Machine Learning engineer, who is responsible for designing and implementing Machine Learning models and systems.

Machine Learning 52

Machine Learning Engineering Programming Language Finance 52

AltexSoft

OCTOBER 22, 2021

Well, the technology behind such “magic” is called deep learning. In this post, we’ll explain what deep learning is, how it works, how it’s different from traditional machine learning, and what areas it can be applied within. Get ready because you’re about to go deep into deep learning.

Deep Learning 52

Deep Learning Raw Data Algorithm Machine Learning 52

ProjectPro

OCTOBER 26, 2021

There is no “one-size-fits-all” machine learning framework for model building. Data scientists and machine learning engineers use various machine learning tools and frameworks to build production-ready models. Table of Contents What are Machine Learning Frameworks?

Machine Learning 52

Machine Learning Programming Language Healthcare Deep Learning 52

Knowledge Hut

MAY 31, 2023

Artificial intelligence (AI) projects are software-based initiatives that utilize machine learning, deep learning, natural language processing, computer vision, and other AI technologies to develop intelligent programs capable of performing various tasks with minimal human intervention.

Project 96

Project Healthcare Deep Learning Transportation 96

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

AltexSoft

MAY 12, 2021

Despite the focus on pulmonology, our survey touches on common questions of computer vision in healthcare. Particularly, we’ll present our findings on what it takes to prepare a medical image dataset, which models show best results in medical image recognition , and how to enhance the accuracy of predictions. Source: Nvidia.Developer.

Medical 72

Medical Healthcare Datasets Machine Learning 72

ProjectPro

OCTOBER 12, 2021

Classification is a supervised machine learning problem requiring the model to label or assign a class (from a fixed number of classes) to an example. The familiar problems of classifying email as spam or not spam, predicting the handwritten character, and so on are all examples of machine learning projects on classification.

Machine Learning 52

Machine Learning Project Entertainment Retail 52

ProjectPro

OCTOBER 18, 2021

Machine Learning Projects are the key to understanding the real-world implementation of machine learning algorithms in the industry. It is because these apps render machine learning models that try to understand the customer's taste. can help you model such machine learning projects.

Machine Learning 52

Machine Learning Project Datasets Algorithm 52

RandomTrees

APRIL 30, 2024

In this ever-changing world of healthcare, technological innovations are continuously changing the definition of what is possible. It is offering amazing opportunities to improve patient outcomes and increase healthcare delivery worldwide. This is applied to the healthcare sector as well.

Medical 52

Medical Healthcare Algorithm Electronics 52

Knowledge Hut

MAY 30, 2024

Machine Learning Algorithms 5. Machine Learning: Algorithms, Real-world Applications, and Research Directions Machine learning is the superset of Artificial Intelligence; a ground-breaking technology used to train machines to mimic human action and work. Artificial Intelligence (AI) 11. Robotics 1.

Computer Science 98

Computer Science Data Mining Algorithm Machine Learning 98

AltexSoft

NOVEMBER 17, 2021

So businesses employ machine learning (ML) and Artificial Intelligence (AI) technologies for classification tasks. Namely, we’ll look at how rule-based systems and machine learning models work in this context. For instance, the healthcare industry still deals with paper documents. Source: affine.ai.

Machine Learning 75

Machine Learning Insurance Medical Healthcare 75

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?

Deep Learning 40

Deep Learning Project Portfolio Datasets 40

U-Next

SEPTEMBER 13, 2022

You will also learn top Machine Learning interview questions along the way! . The fundamental building blocks of Data Science are Statistics, Machine Learning, Computer Science, Data Analysis, Deep Learning, and Data Visualization. . Top Data Science & Machine Learning Interview Question .

Machine Learning 40

Machine Learning Data Science Deep Learning Algorithm 40

RandomTrees

DECEMBER 12, 2023

What Is Synthetic Data In Machine Learning And How To Generate It? Synthetic data relates to data generated through machine learning algorithms that mimic real-world patterns. Additionally, providing DevOps teams with datasets to test and confirm software. Streamlines And Reduces The Cost Of Creating Datasets.

Datasets 52

Datasets Deep Learning Healthcare Algorithm 52

Knowledge Hut

DECEMBER 29, 2023

In addition, there are professionals who want to remain current with the most recent capabilities, such as Machine Learning, Deep Learning, and Data Science, in order to further their careers or switch to an entirely other field.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

ProjectPro

AUGUST 13, 2021

If you are a beginner searching for Machine Learning GitHub Projects, you are on the right page. Below you will find a list of Machine Learning projects on Github that are beginner-friendly and popular among Data Science enthusiasts. Face Detection Kaggle Machine Learning Projects on GitHub 1. Tessaract 4.

Machine Learning 40

Machine Learning Project Deep Learning Datasets 40

AltexSoft

DECEMBER 15, 2021

Machine learning evangelizes the idea of automation. Citing Microsoft’s principal researcher Rich Caruana, ‘75 percent of machine learning is preparing to do machine learning… and 15 percent is what you do afterwards.’ Healthcare: identifying transplant candidates. MLOps cycle.

Machine Learning 59

Machine Learning Deep Learning Algorithm Telecommunication 59

ProjectPro

JULY 30, 2021

As an aspiring machine learning professional, a portfolio is the most important asset to have in your job search. But what if you don’t have a machine learning portfolio because you are going to need diverse skills and projects under your belt to land a top machine learning gig.

Machine Learning 40

Machine Learning Project Deep Learning Banking 40

Knowledge Hut

JANUARY 18, 2024

This can sometimes cause confusion regarding their applications in real-world problems and for learning purposes. Some may argue that AI and Machine Learning fall within the broader category of Data Science , but it's essential to recognize the subtle differences. The key connection between Data Science and AI is data.

Data Science 98

Data Science Deep Learning Business Analyst Data Mining 98

U-Next

MARCH 1, 2023

These may be a notch ahead of the Artificial Intelligence Projects for students. To create facial recognition systems, it applies the principles of machine learning, deep learning, face analysis, and pattern recognition. Datasets are obtained, and forecasts are made using a regression approach.

Project 96

Project Medical Banking Healthcare 96

U-Next

SEPTEMBER 23, 2022

Due to the technological revolution, Machine Learning, Artificial Intelligence, and Data Science have changed our day-to-day lives. . Data Science, Artificial Intelligence, and Machine Learning are sometimes used interchangeably. What is Machine Learning? . What Is Data Science? .

Machine Learning 40

Machine Learning Data Science Manufacturing Healthcare 40

ProjectPro

AUGUST 16, 2021

Sending out the exact old traditional style data science or machine learning resume might not be doing any favours in your machine learning job search. With cut-throat competition in the industry for high-paying machine learning jobs, a boring cookie-cutter resume might not just be enough.

Machine Learning 40

Machine Learning Coding Project Deep Learning 40

Knowledge Hut

DECEMBER 26, 2023

A simple usage of Business Intelligence (BI) would be enough to analyze such datasets. The job of a data engineer is to develop models using machine learning to scan, label and organize this unstructured data. They analyze datasets to find trends and patterns and report the results using visualization tools.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

AltexSoft

OCTOBER 25, 2021

Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. Microsoft’s move tells a lot about the company’s (and the healthcare industry’s) priorities. How can NLP benefit healthcare organizations?

Medical 52

Medical Healthcare Process Hospitality 52

Knowledge Hut

MAY 9, 2024

From Silicon Valley to Wall Street, from healthcare to e-commerce, data scientists are highly valued and well-compensated in various industries and sectors. Skills Required Skills necessary for AI engineers are programming languages, statistics, deep learning, natural language processing, and problem-solving with communication skills.

Data Science 52

Data Science Data Mining Data Architect Programming Language 52

Knowledge Hut

NOVEMBER 27, 2023

Is it Data Visualization where you present your findings in form of a report or a Dashboard, or is it Machine Learning where you build ML models and deploy them? For example, you might be interested more in healthcare, where you get to deal with medical or clinical data. Learn about Dataframes, Pandas, and Numpy to begin with.

Data Science 97

Data Science Healthcare Machine Learning Telecommunication 97

ProjectPro

APRIL 6, 2021

Machines learning algorithms on the other hand, while classifying images face these challenges, and Image Classification becomes an exciting problem for us to solve. We have come so far that image classification models have surpassed the human baseline on several datasets.

Deep Learning 40

Deep Learning Python Medical Datasets 40

AltexSoft

DECEMBER 21, 2021

When people hear about artificial intelligence, deep learning, and machine learning , many think of movie-like robots that resemble or even outperform human intelligence. Others believe that such machines simply consume information and learn from it by themselves. Source: GitHub. Data labeling challenges.

Machine Learning 52

Machine Learning Process Raw Data Datasets 52