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. In November 2012, a preview beta was released. When it comes to row-oriented databases, performing operations is not that efficient. It is based on PostgreSQL 8.0.2’s

IT 52

IT Bytes AWS Data Warehouse 52

ProjectPro

SEPTEMBER 9, 2021

The datasets are usually present in Hadoop Distributed File Systems and other databases integrated with the platform. Apache Spark , on the other hand, is an analytics framework to process high-volume datasets. In Apache Spark SQL, result generation is in the form of datasets and DataFrame APIs.

Hadoop 52

Hadoop Big Data Tools Java SQL 52

Knowledge Hut

DECEMBER 26, 2023

Learn about the fundamental APIs of Spark: DataFrames, SQL, and Datasets using practical examples Explore Spark's low-level APIs, RDDs, and SQL and DataFrame execution. Key Benefits After reading this book, it will enable you to analyze data from different data sources and create your datasets.

Big Data 75

Big Data Data Mining Business Intelligence Machine Learning 75

U-Next

SEPTEMBER 9, 2022

In November 2012, the Apache Software Foundation released Hadoop to the public as Apache Hadoop. . Hadoop is a Java-based Apache open source platform that enables the distributed processing of big datasets across computer clusters using simple programming techniques. How Hadoop is related to Big Data . Flexibility .

Hadoop 40

Hadoop Big Data Management Unstructured Data 40

ProjectPro

FEBRUARY 16, 2022

Types of Convolutional Neural Networks It wasn’t until 2012, when AlexNet was released, that CNN came into the limelight for computer vision tasks for the first time, and it hasn’t left since then. It was the winning architecture of ImageNet Challenge 2012. You can find the dataset at Cassava Leaf Disease Classification.

Architecture 52

Architecture Deep Learning Banking Datasets 52

AltexSoft

OCTOBER 3, 2022

The Google Knowledge Graph saw the world in 2012 and it significantly increased the interest of the academic and business community in the task of representing knowledge in graphs, coining the term “knowledge graph” and setting the trend for the coming years. A knowledge graph example. Knowledge graph example.

Relational Database 52

Relational Database Banking Media Computer Science 52

Knowledge Hut

DECEMBER 27, 2023

R R is a programming language used by statisticians and researchers mainly for the analytics of datasets. Shah, and other contributors in 2012, and it is mainly designed for data science and analytics-based applications. Developed in 2012 by Microsoft, Typescript is a typed version of JavaScript suited for large code bases.

Programming Language 52

Programming Language Programming Java Scala 52

Knowledge Hut

DECEMBER 26, 2023

A simple usage of Business Intelligence (BI) would be enough to analyze such datasets. They analyze datasets to find trends and patterns and report the results using visualization tools. It is one of the fastest-growing career fields with a job growth rate of around 650% since 2012 and a median salary range of around $125,000.

Data Engineering 98

Data Engineering Data Engineer Engineering Pipeline-centric 98

Zalando Engineering

SEPTEMBER 11, 2018

Figure 1: Examples of images in our dataset. To show its generalization capabilities, we have tested our model on part of an independent dataset published in [7], without fine-tuning it. Unfortunately, the dataset was modified to fit our setting, so our performance is not comparable with the one reported in [7]. Xu and H Lu.

Deep Learning 40

Deep Learning Datasets Computer Science Designing 40

Knowledge Hut

DECEMBER 28, 2023

Scalability: Built to train models on large datasets and distributed systems with scalability in mind. DataRobot Datanami Platform: DataRobot AI Platform CEO: Dan Wright Founded: 2012 HQ: Boston, Massachusetts, USA Description DataRobot is an AI platform that provides an end-to-end decision intelligence and machine learning modeling solution.

Amazon Web Services 64

Amazon Web Services Machine Learning Medical Deep Learning 64

Rockset

JANUARY 26, 2023

rockset_s3_integration.integration: Creation complete after 0s [id=rockset-community-datasets] rockset_s3_collection.movies: Creating. id=rockset-community-datasets] rockset_s3_collection.movies: Refreshing state. [id=blog.movies-s3] id=rockset-community-datasets] rockset_s3_collection.movies: Refreshing state. [id=blog.movies-s3]

AWS 52

AWS SQL Datasets Kafka 52

Rockset

JULY 12, 2022

Dataset Used We are going to use the dataset for airlines available at: 2019-airline-delays-and-cancellations. The second is the streaming JOIN architecture that will combine multiple data sources into a single collection and combine records using a SQL transformation and rollup. Select Amazon Kinesis from the list of Icons.

SQL 52

SQL AWS Datasets Raw Data 52

Rockset

JANUARY 23, 2019

Each field in the dataset is described here. Connecting DynamoDB to Rockset For this example, I have created a DynamoDB table programmatically using a Hacker News data set. The data set consists of data about each post and comment on the website. I have included a sample of this data set in our recipes repository.

SQL 40

SQL NoSQL AWS Datasets 40

ProjectPro

NOVEMBER 24, 2021

And, if you think this may not be true anymore because Harvard stated that in 2012, we have another interesting fact to share with you. Experience in handling large datasets and drawing meaningful conclusions from them. That’s because Harvard Business School has named Data Scientist as the sexiest job of the 21st century.

Data Science 52

Data Science Consulting Machine Learning Software Engineer 52

ProjectPro

JANUARY 21, 2022

Interact with the data engineering team to convey the requirements of a dataset. Data Scientist Career: Job Growth in Future As per LinkedIn, jobs in data science have displayed a 650% growth since 2012. We now present what a data scientist does in their everyday life, that is, the day-to-day responsibilities of a data scientist.

Deep Learning 52

Deep Learning Data Science Algorithm Programming Language 52

ProjectPro

APRIL 12, 2021

Curse of Dimensionality causes lots of difficulties while training a model because it requires training a lot of parameters on a scarce dataset leading to issues like overfitting, large training times, and poor generalization. Autoencoders work great for larger datasets and PCA works well for smaller datasets.

Deep Learning 40

Deep Learning Datasets Machine Learning Algorithm 40

ProjectPro

JUNE 24, 2021

According to Forbes , in 2012 only 12% of Fortune 1000 companies reported having a CDO (Chief Data Officer). By using the production line dataset, the goal of this data analytics python project is to predict internal failures by making use of data that contains information on tests and measurements obtained for each component.

Data Analytics 40

Data Analytics Project Insurance Hadoop 40

AltexSoft

JULY 8, 2021

During the 2012 reelection campaign of Barack Obama, there was a team of data scientists hired to build propensity-to-convert models. In one of our articles, we cover the main techniques to prepare datasets for machine learning , so you can check it out for better understanding. Barack Obama reelection campaign: Voters segmentation.

Machine Learning 78

Machine Learning Algorithm Education Data Science 78

ProjectPro

MAY 23, 2015

2014 Kaggle Competition Walmart Recruiting – Predicting Store Sales using Historical Data Description of Walmart Dataset for Predicting Store Sales What kind of big data and hadoop projects you can work with using Walmart Dataset? petabytes of unstructured data from 1 million customers every hour.

Big Data 52

Big Data Data Analysis Hadoop Retail 52

ProjectPro

JULY 13, 2015

JPMorgan uses Sqrrl’s big data analytics platform to explore, integrate and analyse distinct cyber datasets securely.Sqrrl leverages advanced graph analytics and linked data approach to spool through large datasets and find out if there are anomalies within them to avoid any kind of security breaches.

Hadoop 52

Hadoop Big Data Data Analytics Banking 52

Knowledge Hut

JANUARY 2, 2024

TypeScript TypeScript, developed by Microsoft and introduced in 2012 by Anders Hejlsberg, augments JavaScript by adding optional static types. Companies with massive, fast-growing datasets, like Facebook and Amazon, leverage NoSQL for its scalability and flexibility.

Programming Language 52

Programming Language Programming Java NoSQL 52

Netflix Tech

DECEMBER 17, 2019

Dump Processing Dumps are needed as transaction logs have limited retention, which prevents their use for reconstituting a full source dataset. The output is a simple interface, allowing to plugin any desired destination, such as a stream, datastore or even an API. References [1] Das, Shirshanka, et al. “ All aboard the Databus!:

MySQL 79

MySQL PostgreSQL Database Transportation 79

Netflix Tech

DECEMBER 17, 2019

Dump Processing Dumps are needed as transaction logs have limited retention, which prevents their use for reconstituting a full source dataset. The output is a simple interface, allowing to plugin any desired destination, such as a stream, datastore or even an API. References [1] Das, Shirshanka, et al. “ All aboard the Databus!:

MySQL 84

MySQL PostgreSQL Database Transportation 84

ProjectPro

NOVEMBER 6, 2015

Apache Hive was introduced by Facebook to manage and process the large datasets in the distributed storage in Hadoop. Cloudera Impala was announced on the world stage in October 2012 and after a successful beta run, was made available to the general public in May 2013.

Hadoop 52

Hadoop SQL Java Metadata 52

ProjectPro

APRIL 2, 2015

This retail analytics depends on huge datasets that contain not just financial information of the transactions but it also keeps a track of browser information, IP address of the users and any other related technical data that might help Amazon refine their Analytic models to detect and prevent fraudulent activities.

Retail 40

Retail Hadoop Big Data Data Mining 40