Have you ever wondered why data scientists constantly struggle to achieve remarkable outcomes? It’s because, on average, they spend 50% of their time in the data jungle to get suitable datasets for training and experiments.

Here is a more innovative and wiser approach, with an enhanced focus on boosting data quality and development work through Ydata Fabric. This not only facilitates 10x productivity but also reduces time by 50%, all without banging heads in traditional data collection & analyzing processes. Isn’t this a more practical approach?

A resounding yes, YData Fabric is an ”all-in-one solution” and a magic wand for data scientists. Fabric provides accurate, ready-made datasets and automatic data analysis facilities, propelling upstanding outcomes rather than burning the midnight oil for the initial process and ending up in a blind alley.

Who Can Use and Get Benefit from YData Fabric?

A million-dollar question: if you are in finance, telecommunication, utilities, retail/E-commerce, or health & pharma sector, you have just hit the jackpot.

Now, another big question: How can it benefit your specific sector? Let’s find out and delve into the reap benefits of each sector.

Financial Sector

⦁ YData Fabric will revamp the fraud detection procedures by accurately and quickly detecting suspicious activities.
⦁ Optimize various underwritings, such as assigning credit limits and efficiently granting loan approvals.
⦁ Provide a unified approach to data compliance comprising data sharing and data privacy rules and regulations in an organized way.

Telecommunication:

⦁ YData Fabric automatically detects unusual patterns (data anomaly) and saves your bank balance by preventing problems more effectively.
⦁ Unlock data monetization by creating valuable data for businesses without privacy issues and bringing cash into your bank account.
⦁ Maximize and optimize AI operations in a complex IT environment by smoothly keeping track of multiple functions and ensuring each service’s availability, ultimately enhancing IT operations’ performance.

Utilities:

⦁ Improve predictive maintenance by informing you in advance which things need to be fixed, rescuing you from significant losses, and safeguarding your financial stability.
⦁ Forecast the trading price in dynamic and volatile market conditions, boosting your revenue by accurately predicting the market trends.
⦁ Utility frauds cost $96 billion annually; YData fabric will significantly enhance fraud detection events and save billions.

Retail / E-commerce

⦁ Ydata Fabric helps you retain customers and make more money from them by predicting their behaviors instead of losing them. This feature also suggests engaging and beneficial offerings for your customers.
⦁ Operates a highly efficient recommendation system that encourages customers to buy 2 or 3 items instead of 1 because of the intelligent algorithms of YData Fabric.
⦁ Manage your resources by predictive sales analysis (when customers are supposed to buy something in bulk), which is super helpful for businesses to craft their plans accordingly.

Health & Pharma

⦁ YData Fabric gives access to patients’ data without violating privacy terms and makes advancement easy in the healthcare domain by exploring and innovating novel treatment approaches.
⦁ There needs to be more data in critical situations to find the solution for the targeted problem. YData Fabric solves this problem by data augmentation (mimicking accurate data without deforming its original nature).
⦁ Training and experimenting with similar data may lead to mishappenings, but YData Fabric generates diverse and accurate datasets for modeling. This assists in accurately discovering the solutions and contributes to saving more lives.

What do YData and YData Fabric Encompass?

YData is your go-to platform for comprehensive data management and quality enhancement services. You were designed to accelerate advanced developments in artificial intelligence by focusing on efficient and accurate data-handling ways.

At the heart of the YData platform lies YData Fabric, a robust core product of the YData that offers data profiling, augmentation, cleaning, and selection to seamlessly comprehend and manage the data while continuously enhancing its quality through an iterative approach.

Hosted on leading cloud platforms such as Azure, AWS, and GCP or on-prem. YData Fabric is your key to driving swift progress in the dynamic realm of artificial intelligence.

Core modules of YData Fabric

YData Fabric consists of four major modules:

Data Sources: This module provides simple and scalable connections to multiple storages, databases such as relational database management systems, and data warehouses with precise visual univariate/multivariate data analysis and automatically finds any possible problem with data quality.

Labs: Special computer environments called labs allow you to work on several projects using Jupyter Lab, Visual Studio Code, and H2O Flow. Users can also manage its features, including GPU, according to their needs. Additionally, it has pre-installed data science libraries supported by YData Python SDK (Software Development kit). In simple terms, it is a used workspace for data scientists.

Synthesizers: Synthesizers are tools that make it easy to evaluate the data and work with machine learning models. These models create data, also known as datasets, that resemble real-world data. Eventually, it will assist data scientists to beat the clock.

Pipelines: Pipelines are considered sophisticated organizers, manage multiple jobs at once, and keep efficient track of progress with timely reports. It works like a manager, performing various tasks in a structured and scalable way.

Let’s take a look at the visual representation of Fabric workflow.

Quick overview of Fabric’s key features.

”Action speaks louder than words,” and the following testimonials are just a glimpse.

Embark on this transformative journey with YData!

The YData platform is always ready to support you every step of the way. Take a plunge and give your services a go – you’ll quickly be hooked on its remarkable features. Explore YData now to kickstart your success journey.

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