Rockset

JUNE 17, 2021

Big tech companies have been able to bridge the gap between user demand and application capabilities because they have the time, money and resources to build and maintain on-premise data architectures. Rockset joins data from data streams, operational databases and data lakes to create a comprehensive customer profile.

Data Lake 40

Data Lake Architecture Data Preparation Database 40

Knowledge Hut

DECEMBER 26, 2023

Big Data Marketing offers a strategic road map for executives looking to organize the chaos and start generating competitive advantage and top-line growth. These questions can be answered by analytics, which can also give you insights based on quantifiable data as opposed to intuition and subjective evaluation.

Big Data 75

Big Data Data Mining Business Intelligence Machine Learning 75

ProjectPro

JANUARY 15, 2021

Download Online Retail Dataset for Machine Learning Interesting Machine Learning Project Idea using UK Online Retail Dataset– Perform Market Basket Analysis to identify the association rules between the products. This retail dataset is a perfect choice for any kind of predictive analytics projects.

Datasets 40

Datasets Machine Learning Retail Banking 40

AltexSoft

MAY 12, 2022

Particularly, we’ll explain how to obtain audio data, prepare it for analysis, and choose the right ML model to achieve the highest prediction accuracy. But first, let’s go over the basics: What is the audio analysis, and what makes audio data so challenging to deal with. Audio data preparation.

Machine Learning 122

Machine Learning Building Datasets Healthcare 122

ProjectPro

JANUARY 24, 2023

Time-saving: SageMaker automates many of the tasks, by creating a pipeline starting from data preparation and ML model training, which saves time and resources. Data Flow – A data flow allows you to specify a series of steps for preparing data for machine learning.

Building 52

Building Algorithm Machine Learning AWS 52

ProjectPro

FEBRUARY 5, 2021

Types of MNIST Dataset MNIST Dataset Download - Steps to Follow Import Libraries Data Preparation MNIST Dataset Visualizing a Batch of Training Data from the MNIST Dataset Multilayer Perceptron on MNIST Dataset Define Neural Network Architecture- Time to define our Model! Table of Contents What is the MNIST dataset?

Datasets 40

Datasets Deep Learning Medical Algorithm 40

Confluent

JUNE 18, 2019

It involves many moving parts, from data preparation to building indexing and query pipelines. Luckily, this task looks a lot like the way we tackle problems that arise when connecting data. Moving data into Apache Kafka with the JDBC connector. Building a resilient and scalable solution is not always easy.

Architecture 94

Architecture Building Kafka Database-centric 94

Databand.ai

NOVEMBER 30, 2022

Gartner specifically calls out that data quality solutions will transition from standalone applications into a set of integrated platforms, noting that features like data catalog, data observability, and data preparation should be part of an integrated platform.

Government 52

Government Data Governance Architecture Google Cloud 52

ProjectPro

AUGUST 24, 2021

Create a service account on GCP and download Google Cloud SDK(Software developer kit). Then, Python software and all other dependencies are downloaded and connected to the GCP account for other processes. Before the final recommendation is made, a complex data pipeline brings data from many sources to the recommendation engine.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

AltexSoft

JUNE 14, 2021

InsureApp is another company that contextualizes behavior and translates it into personalized insurance by combining and interpreting data from smartphone sensors and IoT devices. The customer needs to download and install the InsureApp application on their phone to track and monitor their daily activities.

Insurance 88

Insurance Medical Machine Learning Algorithm 88

Cloudera

OCTOBER 17, 2017

CDSW provides data scientists with a browser-based development environment for Python, R, and Scala. Users can download and experiment with the latest libraries and frameworks in customizable settings, and easily share projects with peers. The software includes built-in scheduling, monitoring, and email alerting.

Deep Learning 47

Deep Learning Scala Medical Data Science 47

Knowledge Hut

JANUARY 24, 2024

Data preparation accounts for more than 90% of all reporting requirements, and Power BI can directly create these data marts for reporting without the use of third-party software. Advantages of Tableau High performance: Tableau provides the user with high data visualization and transformation.

BI 98

BI Business Intelligence Non-relational Database Data Analysis 98

Cloudera

FEBRUARY 8, 2023

One such occurrence happened a few weeks ago when one of my colleagues was trying to make some churn analysis code downloaded from GitHub work. appName( "Churn Analysis Data Preparation Test Harness" ) .getOrCreate() json('data/df_baseline') stayed_baseline.write.mode("overwrite").json('data/stayed_baseline')

Java 57

Java Datasets Coding Python 57

AltexSoft

NOVEMBER 15, 2022

A lot of quality data, to be even more exact. To learn the basics, you can read our dedicated article on how data is prepared for machine learning or watch a short video. Data preparation in 14 minutes. Data sources.

Hospitality 52

Hospitality Building Datasets Machine Learning 52

ProjectPro

FEBRUARY 8, 2023

You can download the dataset in two formats: TAV (Tab-separated values)/ Parquet (an optimized columnar binary format). Then Redshift can be used as a data warehousing tool for this. AWS Glue use cases span across data integration, data lake ingestion, data preparation, data migration, and data warehousing.

AWS 98

AWS Scala Metadata Data Lake 98

Rockset

FEBRUARY 7, 2020

After downloading and extracting the Kafka tar, you just need to run the following command to set up the Zookeeper and Kafka server. Querying the IoT Data Available fields in the Rockset collection The above shows all the fields available in the collection which is used in the following queries.

Kafka 40

Kafka Transportation Data SQL 40

Edureka

FEBRUARY 7, 2023

For storing structured data that does not adhere to the typical relational database schema, use Azure Tables, a NoSQL storage solution. Microsoft offers a download for Azure Storage. It offers simple GUI access to a variety of Azure data stores, including Blobs, Queues, Tables, ADLS Gen2, Cosmos DB, and more.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Lake 52

ProjectPro

JUNE 24, 2021

It is difficult to understand how fair it is to blame those emissions but can a data analyst help ? Project Idea: Download the sample dataset ‘fuelconsumption.csv’ and store it into a Pandas dataframe. Project Idea: Download the sample dataset of private and public universities. to analyze the data.

Data Analytics 40

Data Analytics Project Insurance Hadoop 40

ProjectPro

AUGUST 30, 2022

Scikit-Learn (sklearn) Perhaps the most accessible library in Python for machine learning beginners, scikit-learn has ready-to-use modules for most machine learning-related tasks, from data preparation to model building, optimized training, and evaluation.

Machine Learning 52

Machine Learning Coding Project Datasets 52

ProjectPro

DECEMBER 22, 2016

The various steps involved in the data analysis process include – Data Exploration – Having identified the business problem, a data analyst has to go through the data provided by the client to analyse the root cause of the problem. Click on these links below to download the python code for these problems.

Data Mining 52

Data Mining Data Cleanse Datasets Data Analysis 52

ProjectPro

OCTOBER 20, 2021

This would include the automation of a standard machine learning workflow which would include the steps of Gathering the data Preparing the Data Training Evaluation Testing Deployment and Prediction This includes the automation of tasks such as Hyperparameter Optimization, Model Selection, and Feature Selection.

Machine Learning 52

Machine Learning Algorithm Government Data Science 52