Precisely

APRIL 11, 2023

Do I have access to the data? What do I need to do to access the data now and make it easy to find and access in the future? It’s critical that business analysts have the data they need and that IT has the appropriate metadata associated with those datasets for seamless replication into the cloud.

Accessibility 52

Accessibility Accessible Metadata Data Integration 52

Netflix Tech

OCTOBER 16, 2019

By Ammar Khaku Introduction In a microservice architecture such as Netflix’s, propagating datasets from a single source to multiple downstream destinations can be challenging. One example displaying the need for dataset propagation: at any given time Netflix runs a very large number of A/B tests.

Datasets 76

Datasets Metadata Bytes Machine Learning 76

U-Next

FEBRUARY 27, 2023

It’s a resource that provides more insight into how our businesses are performing. The importance of data depends on what kind of business you have and what you want to do with it. If you run an e-commerce store, then data will be critical for understanding your customers. Data normalization is also an important part of database design.

IT 98

IT Bytes Database Recruitment 98

Edureka

MARCH 28, 2023

History of GPT GPT-4 unveiled Access to GPT-4 Benchmarks of GPT-4 Limitations of GPT-4 What is GPT-4? History of GPT GPT-4 unveiled Access to GPT-4 Benchmarks of GPT-4 Limitations of GPT-4 What is GPT-4? History of GPT The first GPT model was made public by OpenAI, and it was trained using the Common Crawl, a sizable text dataset.

IT 98

IT Datasets Machine Learning Accessible 98

U-Next

MARCH 7, 2023

It’s a resource that provides more insight into how our businesses are performing. The importance of data depends on what kind of business you have and what you want to do with it. If you run an e-commerce store, then data will be critical for understanding your customers. Data normalization is also an important part of database design.

IT 98

IT Bytes Database Recruitment 98

Knowledge Hut

NOVEMBER 16, 2023

Columnar databases flip the dataset which makes it easy to perform operations. Amazon Redshift was made to handle database migrations and large scale datasets. Amazon Redshift does the same for big data analytics and data warehousing. It is the fastest-growing service offered by the AWS. But what exactly is Amazon Redshift?

IT 52

IT Bytes AWS Data Warehouse 52

RandomTrees

DECEMBER 20, 2023

The next wave of AI technologies that will be prevalent in our daily lives, may not be so far off. Artificial intelligence (A.I.) will be everywhere in the next few years. It will change everything you think or do, from your personal relationships to work projects. How does Edge AI work?

IT 52

IT Hospitality Healthcare Deep Learning 52

Edureka

JULY 4, 2024

Contrasted with fine-tuning, the retraining of the full model on a specific dataset, prompt tuning does not change the parameters of the pre-trained model. Prepare training data: Create a dataset representative of that task or application for which you wish to optimize your model. What is Prompt Tuning?

IT 40

IT Datasets Medical Engineering 40

Edureka

JUNE 12, 2024

Best AI Marketing Tools Let’s take a look at how Netflix uses AI in its marketing strategies. Do you know how Netflix suggests shows or movies you might like when you open it? That’s all thanks to AI. But Netflix’s use of AI extends beyond show suggestions. But Netflix’s use of AI extends beyond show suggestions.

IT 52

IT Media Algorithm Retail 52

ProjectPro

JANUARY 15, 2021

And honestly, there are a lot of real-world machine learning datasets around you that you can opt to start practicing your fundamental data science and machine learning skills, even without having to complete a comprehensive data science or machine learning course. Table of Contents What is a dataset in machine learning?

Machine Learning 40

Machine Learning Datasets Retail Banking 40

Striim

AUGUST 7, 2024

Leveraging both platforms’ strengths, companies can achieve higher operational intelligence and security, making real-time anomaly detection more effective and accessible than before. This integration enhances the detection of irregular patterns and potential threats, ensuring rapid response and mitigation.

IT 52

IT Entertainment MySQL Raw Data 52

Cloudera

SEPTEMBER 10, 2020

They saw success in allowing decision-makers to access all data in one single platform, giving them the power to get not only the answers they’re looking for but also to discover insights they wouldn’t normally get and identify new use cases. I’ve been lucky enough to see many organizations achieve this via our Cloudera Data Platform (CDP).

IT 103

IT Data Lake Healthcare Cloud 103

RandomTrees

MARCH 27, 2024

It functions as an inventive mind, drawing motivation from immense datasets to create imaginative results that push the limits of the human imagination. Unlike conventional artificial intelligence systems that comply with predefined rules and examples, generative AI has the capacity to produce unique ideas and visions.

IT 52

IT Medical Entertainment Healthcare 52

Edureka

JUNE 12, 2024

Today, AI systems seem to be unbiased, but if not designed carefully, they can continue and amplify societal biases. The best example of this is Google Gemini. Gemini made some really bad mistakes in the past. It showed pictures of German soldiers from World War 2 as people of different races, which is not accurate.

IT 52

IT Healthcare Medical Recruitment 52

Analytics Vidhya

FEBRUARY 6, 2023

It is a core component of the Apache Hadoop ecosystem and allows for storing and processing large datasets across multiple commodity servers. It provides high-throughput access to data and is optimized for […] The post A Dive into the Basics of Big Data Storage with HDFS appeared first on Analytics Vidhya.

Data Storage 185

Data Storage Big Data Hadoop Datasets 185

Cloudera

SEPTEMBER 18, 2024

InDaiX provides data consumers with unparalleled flexibility and scalability, streamlining how businesses, researchers, and developers access and integrate diverse data sources and AI foundational models, expediting the process of Generative AI (GenAI) adoption.

Datasets 84

Datasets Retail Healthcare Finance 84

Cloudera

NOVEMBER 13, 2024

Several LLMs are publicly available through APIs from OpenAI , Anthropic , AWS , and others, which give developers instant access to industry-leading models that are capable of performing most generalized tasks. Fine Tuning Studio enables users to track the location of all datasets, models, and model adapters for training and evaluation.

Datasets 61

Datasets Machine Learning Coding Data Preparation 61

Netflix Tech

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. The Counter Abstraction API resembles Java’s AtomicInteger interface: AddCount/AddAndGetCount : Adjusts the count for the specified counter by the given delta value within a dataset.

Datasets 89

Datasets Computer Science Systems Kafka 89

Edureka

JUNE 13, 2024

Role of Dimension Tables Keys of dimension tables relate to the concept of business dimensions where attributes associated with a particular aspect of the dataset are given as separate tables to avoid the creation of large tables that may be difficult to manage. It is projected to grow from USD 51.55 billion in 2023 to USD 279.31

BI 59

BI IT Data Business Analyst 59

Netflix Tech

OCTOBER 8, 2024

Rajiv Shringi Vinay Chella Kaidan Fullerton Oleksii Tkachuk Joey Lynch Introduction As Netflix continues to expand and diversify into various sectors like Video on Demand and Gaming , the ability to ingest and store vast amounts of temporal data — often reaching petabytes — with millisecond access latency has become increasingly vital.

Bytes 94

Bytes Datasets Metadata Data 94

Ascend.io

SEPTEMBER 5, 2023

Whether it’s intricate business logic or finely-tuned machine learning models, Snowpark’s UDFs coupled with the embedded Anaconda repository make accessing open-source libraries a breeze. What Is Snowflake Snowpark? But Snowpark has catalyzed a significant paradigm shift.

IT 59

IT Scala Java Programming Language 59

ProjectPro

FEBRUARY 5, 2021

Nonetheless, it is an exciting and growing field and there can't be a better way to learn the basics of image classification than to classify images in the MNIST dataset. Table of Contents What is the MNIST dataset? Test the Trained Neural Network Visualizing the Test Results Ending Notes What is the MNIST dataset?

Datasets 40

Datasets Deep Learning Medical Algorithm 40

Netflix Tech

NOVEMBER 9, 2020

Studio API used GraphQL as its underlying API technology and created significant leverage for accessing core shared data. Studio API Graph Studio API Architecture Bottlenecks of Studio API The One Graph exposed by Studio API was a runaway success; product teams loved the reusability and easy, consistent data access.

IT 144

IT Architecture Engineering Building 144

Knowledge Hut

OCTOBER 6, 2023

With the convenience of Amazon AWS online training , this certification offers a flexible and accessible learning path. Amazon Redshift, a data warehousing service that enables me to effectively store and analyze massive datasets, is a crucial part of AWS Data Analytics. But the issue remains: Is it worth the effort and money spent?

AWS 52

AWS Certification Data Analytics IT 52

Ascend.io

DECEMBER 19, 2023

Time Travel and Fail-safe : Offers historical data access and extra protection, enabling you to retrieve past states of data and safeguard against accidental data loss or corruption. If you’re working with Snowflake or just starting to explore its capabilities, you might be wondering: Do I really need ETL for Snowflake?

ETL Tools 52

ETL Tools IT Data Pipeline Data Warehouse 52

Knowledge Hut

FEBRUARY 29, 2024

Then, based on this information from the sample, defect or abnormality the rate for whole dataset is considered. Hypothesis testing is a part of inferential statistics which uses data from a sample to analyze results about whole dataset or population. According to a database model, the organization of data is known as database design.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

AltexSoft

AUGUST 29, 2023

The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. Data lakes emerged as expansive reservoirs where raw data in its most natural state could commingle freely, offering unprecedented flexibility and scalability.

Data Lake 52

Data Lake Architecture IT Amazon Web Services 52

ProjectPro

JANUARY 31, 2022

Databricks Snowflake Projects for Practice in 2022 Dive Deeper Into The Snowflake Architecture FAQs on Snowflake Architecture Snowflake Overview and Architecture With Data Explosion, acquiring, processing, and storing large or complicated datasets appears more challenging. What Does Snowflake Do? What is Snowflake Data Warehouse?

Architecture 52

Architecture IT Data Warehouse Amazon Web Services 52

phData: Data Engineering

NOVEMBER 8, 2024

The world we live in today presents larger datasets, more complex data, and diverse needs, all of which call for efficient, scalable data systems. These formats are transforming how organizations manage large datasets. Though basic and easy to use, traditional table storage formats struggle to keep up. Why should we use it?

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Snowflake

OCTOBER 7, 2024

However, this often introduces the complexity of managing additional infrastructure for feature authoring, building and maintaining update pipelines, and establishing workflows to access consistent and fresh features. Snowflake Dataset is a new schema-level object specially designed for machine learning workflows.

Management 78

Management Building Datasets Government 78

U-Next

OCTOBER 27, 2022

Manual cleaning involves manually removing incorrect values from your dataset, one record at a time, as you go through each row of the dataset. It can also be used to add missing values or correct other problems with a dataset. Introduction . You might be wondering, “ what is data cleaning?” How to Clean Data? .

IT 40

IT Data Cleanse Datasets Bytes 40

Snowflake

JUNE 28, 2023

External Network Access (PrPr) – Allows users to seamlessly connect to external endpoints from their Snowpark code (UDFs/UDTFs and Stored procedures) while maintaining high security and governance. For additional details on Snowpark Container Services, refer to our launch blog available here.

Python 52

Python Accessibility Accessible Pipeline-centric 52

Ascend.io

NOVEMBER 28, 2023

The terms ‘data orchestration’ and ‘data pipeline orchestration’ are often used interchangeably, yet they diverge significantly in function and scope. Data orchestration refers to a wide collection of methods and tools that coordinate any and all types of data-related computing tasks. What Is Data Pipeline Orchestration?

Data Pipeline 52

Data Pipeline IT Data Data Engineer 52

Edureka

AUGUST 27, 2024

Data access and transfer have become critical since there is a rising trend of using both on-premises and cloud data forms in an organization. Power BI is an efficient business analytics and reporting application software for analyzing data. This is where the Power BI Gateway comes into play. What is Power BI Gateway?

BI 52

BI Datasets Cloud SQL 52

Data Engineering Weekly

NOVEMBER 11, 2024

The author outlines a seven-step process, starting with identifying a Principal Domain Expert, generating diverse datasets, and having the expert provide detailed critiques alongside pass/fail judgments. The blog is an excellent overview of building dynamic data pipelines with Airflow datasets and pub/sub. What are you waiting for?

Data Engineering 57

Data Engineering Data Engineer Engineering Datasets 57

AltexSoft

MAY 14, 2021

Big Data analytics is the process of finding patterns, trends, and relationships in massive datasets that can’t be discovered with traditional data management techniques and tools. Big Data enjoys the hype around it and for a reason. But the understanding of the essence of Big Data and ways to analyze it is still blurred.

Big Data 78

Big Data Data Analytics IT NoSQL 78

Knowledge Hut

JULY 27, 2023

Instead of comparing entire datasets, hash values can be compared, significantly reducing the computational overhead and improving performance. Hash-based indexing structures, such as hash tables or hash maps, enable quick access to data by utilizing hash values as keys for efficient retrieval. What is Hashing in Cybersecurity?

IT 52

IT Algorithm Data Integration Utilities 52