Knowledge Hut

APRIL 25, 2024

Recognizing the difference between big data and machine learning is crucial since big data involves managing and processing extensive datasets, while machine learning revolves around creating algorithms and models to extract valuable information and make data-driven predictions.

Machine Learning 52

Machine Learning Big Data Unstructured Data Data Mining 52

Knowledge Hut

FEBRUARY 1, 2024

Movie recommender systems are intelligent algorithms that suggest movies for users to watch based on their previous viewing behavior & preferences. The heart of this system lies in the algorithm used in movie recommendation system. The heart of this system lies in the algorithm used in movie recommendation system.

Systems 98

Systems Entertainment Datasets Algorithm 98

Edureka

JUNE 7, 2024

Generative AI leverages the power of deep learning to build complex statistical models that process and mimic the structures present in different types of data. These models are trained on vast datasets which allow them to identify intricate patterns and relationships that human eyes might overlook.

Deep Learning 97

Deep Learning Media Manufacturing Algorithm 97

Knowledge Hut

JULY 28, 2023

Data Labeling is the process of assigning meaningful tags or annotations to raw data, typically in the form of text, images, audio, or video. These labels provide context and meaning to the data, enabling machine learning algorithms to learn and make predictions. The more data we feed, the better the model gets.

Machine Learning 52

Machine Learning Process Datasets Raw Data 52

Knowledge Hut

JUNE 10, 2024

Join me as I navigate through the landscape of Python frameworks, empowering you to make informed choices for your projects. It provides a comprehensive set of tools for Data Mining, Machine learning, and Natural Language Processing. It provides a range of algorithms for tasks such as classification, regression, and clustering.

Data Science 52

Data Science Python Deep Learning Machine Learning 52

Knowledge Hut

APRIL 23, 2024

Big data and data mining are neighboring fields of study that analyze data and obtain actionable insights from expansive information sources. Entails employing algorithms like classification, clustering, and the like for extracting relationships and patterns from data. Traditional data processing techniques cannot be used.

Data Mining 52

Data Mining Big Data Database-centric Unstructured Data 52

Knowledge Hut

MARCH 22, 2024

Reverse engineering software is the process of dissecting it to understand its components, functionality, and workflow without having access to the source code. Reverse engineering can help recover or migrate data to more modern systems, ensuring that no critical information is lost. What is Reverse Engineering in Software Engineering?

Process 52

Process Engineering Electronics Software Engineer 52

Knowledge Hut

JULY 28, 2023

By learning from historical data, machine learning algorithms autonomously detect deviations, enabling timely risk mitigation. Machine learning offers scalability and efficiency, processing large datasets quickly. By taking into account the statistical characteristics of the entire dataset, global outliers are frequently found.

Machine Learning 98

Machine Learning Algorithm Datasets Healthcare 98

Knowledge Hut

MARCH 27, 2024

Think of a database as a smart, organized library that stores and manages information efficiently. In simpler terms, a database is where information is neatly stored, like books on shelves, while data structures are the behind-the-scenes helpers, ensuring data is well-organized and easy to find. What is a Database?

Database 52

Database Relational Database Algorithm PostgreSQL 52

Knowledge Hut

FEBRUARY 29, 2024

Learning Data Analysis in Excel Data analysis is a process of inspecting, cleaning, transforming and modelling data with an objective of uncover the useful knowledge, results and supporting decision. Learning Data Visualization To discover hidden truth or information on business problem, data needs to be viewed properly.

Data Science 98

Data Science Datasets Database Design Machine Learning 98

Towards Data Science

AUGUST 29, 2023

Sometimes, even the smallest pieces of information can provide a completely unique view of the world. Today, we will delve into the intricacies the problem of missing data , discover the different types of missing data we may find in the wild, and explore how we can identify and mark missing values in real-world datasets.

Datasets 100

Datasets Machine Learning Data Data Science 100

Knowledge Hut

JULY 4, 2023

Pattern recognition is used in a wide variety of applications, including Image processing, Speech recognition, Biometrics, Medical diagnosis, and Fraud detection. And is used in a wide variety of applications, including image processing, speech recognition, and medical diagnosis.

Machine Learning 98

Machine Learning Medical Algorithm Deep Learning 98

Knowledge Hut

JANUARY 18, 2024

Data science is the study of huge amounts of data using current tools and methodologies to discover previously unknown patterns, extract valuable information, and make business choices. To create prediction models, data scientists employ sophisticated machine learning algorithms. They then discuss their results with their classmates.

Data Science 98

Data Science R (Programming) Computer Science Algorithm 98

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. They identify business problems and opportunities to enhance the practices, processes, and systems within an organization.

Data Science 97

Data Science BI Business Intelligence Data Mining 97

Snowflake

MAY 15, 2024

By analyzing vast datasets, gen AI allows companies to quickly determine customer preferences, behaviors, sentiments and trends. Leaders can then make better-informed decisions about content acquisition and fine-tune licensing agreements, optimizing their use of resources and return on investment.

Entertainment 93

Entertainment Media Datasets Algorithm 93

Knowledge Hut

MAY 3, 2024

Variance : This is what happens when a machine learning model performs well with the training dataset but poorly with the test dataset. When this occurs, the algorithm cannot perform accurately against unseen data, thus contradicting its objective. To train the model, machine learning algorithms use sample datasets.

Machine Learning 52

Machine Learning Datasets Algorithm Data Science 52

Edureka

JUNE 12, 2024

Azure’s AI services enable a wide range of AI capabilities, from machine learning and deep learning to natural language processing and computer vision. Support Bots and Information Discovery: Chatbots and AI systems that provide automated customer support and information retrieval. What type of AI is Azure?

Machine Learning 52

Machine Learning Healthcare Deep Learning Finance 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., which help improve decision-making processes. How is Data Science Used in Big Pharma?

Pharmaceutical 52

Pharmaceutical Data Science Medical Deep Learning 52

Knowledge Hut

JANUARY 12, 2024

It is used as a pre-processing step in Machine Learning and applications of pattern classification. The techniques of dimensionality reduction are important in applications of Machine Learning, Data Mining, Bioinformatics, and Information Retrieval. variables) in a particular dataset while retaining most of the data.

Machine Learning 97

Machine Learning Datasets Medical Algorithm 97

phData: Data Engineering

SEPTEMBER 19, 2023

However, to fully harness the potential of a data lake, effective data modeling methodologies and processes are crucial. With many data modeling methodologies and processes available, choosing the right approach can be daunting. Efficiency through being able to streamline data storage and retrieval processes.

Data Lake 52

Data Lake Process Metadata Data Warehouse 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

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. Data scientists are thought leaders who apply their expertise in statistics and machine learning to extract useful information from data. What Is Data Science?

Programming Language 98

Programming Language Data Science Programming Scala 98

U-Next

OCTOBER 16, 2022

From business transactions to scientific data, sensor data, pictures, videos, and more, we can and are handling a tremendous amount of information and data every day. The KDD process in data mining is used in business in the following ways to make better managerial decisions: . Extraction of information from storage. .

Data Mining 40

Data Mining Process IT Raw Data 40

Christophe Blefari

OCTOBER 20, 2023

a lea prepare command that creates database objects that needs to be created (dataset, schema, etc.). 25 million Creative Commons image dataset released — Fondant, an open-source processing framework, released publicly available images from web crawling with their associated license. What are the main differences?

Generalist 130

Generalist Entertainment NoSQL Datasets 130

Knowledge Hut

DECEMBER 29, 2023

In this role, they would help the Analytics team become ready to leverage both structured and unstructured data in their model creation processes. The Lambda design supports both batch processing and real-time operations. Learning Outcomes: You will understand the processes and technology necessary to operate large data warehouses.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

Monte Carlo

MAY 30, 2024

This improves the LLM’s outputs by allowing it to access and incorporate up-to-date and reliable information into its responses and reasoning. RAG development is a complex process, and it doesn’t exist in a vacuum. Here’s how a RAG flow works: Query processing: The process begins when a user submits a query to the system.

Pipeline-centric 52

Pipeline-centric Database-centric Datasets Data Pipeline 52

Knowledge Hut

APRIL 25, 2024

Big data in information technology is used to improve operations, provide better customer service, develop customized marketing campaigns, and take other actions to increase revenue and profits. In the past, this data was too large and complex for traditional data processing tools to handle.

Big Data 98

Big Data Technology NoSQL Hadoop 98

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

Knowledge Hut

DECEMBER 22, 2023

A data scientist's main responsibility is to draw practical conclusions from complicated data so that you may make informed business decisions. The information used for analysis can be given in various formats and come from various sources. You ought to be hungry for information. What Does a Data Scientist Do?

Portfolio 98

Portfolio Data Science Programming Language Scala 98

Knowledge Hut

JANUARY 29, 2024

These servers are primarily responsible for data storage, management, and processing. Data Science is known to use data analytics software for this process. The main goal of data analytics is to find any helpful information that will further help in any decision-making conclusion made by the company.

Cloud Computing 98

Cloud Computing Data Science Cloud Amazon Web Services 98

Edureka

JUNE 12, 2024

If you’re a fan of documentaries, they might inform you when a new one is available. AI helps Netflix ensure you see the content you’re interested in, whether it’s finding new shows to watch or keeping you informed about what’s trending. Moreover, Netflix utilizes AI to send out tailored emails or notifications.

IT 52

IT Media Algorithm Retail 52

RandomTrees

DECEMBER 12, 2023

It’s also a prerequisite for building novel algorithms for computer vision systems, but this is just a general talk. A computer vision system uses visual inputs and digital images to derive meaningful information before taking action. Additionally, providing DevOps teams with datasets to test and confirm software.

Datasets 52

Datasets Deep Learning Healthcare Algorithm 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

Knowledge Hut

FEBRUARY 1, 2024

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-driven optimisation algorithms coordinate the complex dance of logistics, delivery schedules, and cost economies. How do they do it?

Data Science 96

Data Science Retail Algorithm Manufacturing 96

AltexSoft

MAY 27, 2022

In collaboration, they trained random forests — ensemble algorithms consisting of many decision trees — to generate individual forecasts. The tool processes both structured and unstructured data associated with patients to evaluate the likelihood of their leaving for a home within 24 hours. Medical datasets with inpatient details.

Hospitality 98

Hospitality Medical Healthcare Algorithm 98

Knowledge Hut

OCTOBER 29, 2023

From machine learning algorithms to data mining techniques, these ideas are sure to challenge and engage you. Creating a database to store patient information. designing an algorithm to improve the efficiency of hospital processes. This will require some basic Natural Language Processing (NLP) techniques.

Computer Science 111

Computer Science Coding Project Hospitality 111

RandomTrees

MAY 23, 2024

The adoption of AI, particularly generative AI, is opening the door for previously unheard-of improvements in data analysis and decision-making processes, in addition to improving operational efficiencies. Identifying New Deposits The power of generative AI extends to the identification of new oil and gas deposits.

Transportation 52

Transportation Algorithm Machine Learning Data 52