Data Science

Our all-encompassing data science solutions enable businesses to get maximum results from their data analytics endeavors. From consulting, developing, and deployment to implementation — with our data science services, you can enhance your AI capabilities to achieve the highest return on your investment (ROI).

We design AI models that provide measurable results rather than building complicated solutions with unnecessary, costly, and redundant elements that do not deliver value to your business.

Expertly harness AI, ML, and Deep Learning technologies to get ahead

We are skilled at incorporating the latest Deep Learning, AI (Artificial Intelligence), and ML (Machine Learning) technologies to deliver systems that help you delve deeper into your data to draw insights that inform your business decisions.

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Our Data Science Competencies

DSaaS

Under this comprehensive service, we cover every aspect essential for creating and maintaining a robust data science architecture. From strategizing to developing and deploying AI models and methodologies that provide you with the features and tools critical for advanced analytics capabilities, we take charge of all your Data Science needs.

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Artificial Intelligence

AI (Artificial Intelligence) has a far-reaching impact on all business functions and processes. It enables companies to cope with internal and external challenges, improve operational efficiency, compete adeptly in the market, and grow at a fast pace. Hence enterprises across sectors and the globe are adopting this technology to improve their performance.
PBI Analytics is skilled and experienced in building AI (Artificial Intelligence) capabilities that help businesses leverage this technology’s unparalleled potential to meet their strategic business goals.

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Machine Learning

With machine learning, you can train your business systems through statistical methods and algorithms to learn on their own to improve their accuracy in unearthing key insights and making predictions.
PBI Analytics has extensive experience in this field. We implement MI (Machine Learning) techniques that enable your business to harness the power of data for innovating and accelerating growth.

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Deep Learning

We expertly build computing models and workflows that enable algorithms to learn quickly from large data sets for delivering advanced capabilities for a wide variety of your data science initiatives.
Our Deep Learning solutions provide you with the tools you need to gain actionable insights for improving operational efficiency, reducing costs, and developing superior products and services.

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Our approach

Analysis

We assess your existing systems and workflows to determine which AI (Artificial Intelligence) and ML (Machine Learning) techniques can improve their performance to deliver better results.

Develop framework

We establish the architecture for collecting, streaming, processing, and enriching data to decipher insights quickly and precisely.

Deployment

Domain specialists implement (Artificial Intelligence), ML (Machine Learning), and Deep Learning solutions using reliable methodologies and monitoring the performance.

Augmentation

We provide strategic solutions that help enterprises scale, enhance and grow their existing (Artificial Intelligence), ML (Machine Learning), and Deep Learning architecture and capabilities.

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Our end-to-end data science services

With 120+ projects completed successfully, we are proficient at building the capabilities and architecture that enterprises require to grow and thrive in this modern era of cloud computing.

Data ingestion from the use-case-specific data sources
Structure, organize, and model data through data preparation
Define the algorithms suitable for the specific solution being developed
Design relevant Machine Learning (ML) models
Run the algorithms multiple times
Rank and score items for building models
Monitoring and continuously training data models

Successful implementation of predictive technologies by PBI Analytics

About client

Our client has a well-established IoT manufacturing business with clientele across the globe. They develop IoT-based applications that empower businesses in major industries to improve operational efficiency and expand to new markets.

Implementation Approach

Client's product

Implementation Approach

Challenge faced by the client

The company needed to enhance its solution to match the changing needs of the market and to stay on top of the technological advancements in the predictive analytics field. In addition, they wanted to scale their solution in a cost-efficient and agile manner.

Implementation Approach

Technologies Used

ADF, ADLS, Databricks, Azure Analysis Services, Synapse Analytics and Power BI

Implementation Approach

Solution Implementation

Diagnose, determine and strategize

We assessed each element of the client’s predictive analytics solution’s infrastructure, technologies used, scalability challenges, and available budget.

Create solution blueprint

Based on the requirements, we developed data ingestion workflows for orchestrating data movement and transformations at scale.

POCs deployment

We produced and deployed POCs (Proof Of Concepts) to assess the improvement delivered in the predictive analytics solution.

Suitable solution implementation

We then implemented the relevant in-memory OLAP cubes building technology to analyze data in real-time, calculate predictions to create ad-hoc reports in real-time, and carry out root causes analysis to determine the right course of action for fixing and avoiding such events or issues in the future.

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Data Science

Expertly harness AI, ML, and Deep Learning technologies to get ahead

Our Data Science Competencies

DSaaS

Artificial Intelligence

Machine Learning

Deep Learning

Our approach

Analysis

Develop framework

Deployment

Augmentation

Our end-to-end data science services

Successful implementation of predictive technologies by PBI Analytics

About client

Client's product

Challenge faced by the client

Technologies Used

Solution Implementation

Diagnose, determine and strategize

Create solution blueprint

POCs deployment

Suitable solution implementation

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