Data Science
INFO SCIENCE BI SERVICES COVER ALL ASPECTS OF DATA MANAGEMENT, BUSINESS INTELLIGENCE AND ANALYTICS
Our BI implementation is an integration of experience, best practice and existing methodologies. It includes the following structured project phases with an interactive approach to validate results.
We optimize the client information collection, delivery and analysis processes by achieving profitable growth through better decisions based on relevant, timely and accurate information. Our BI consultants are equipped with an in depth product knowledge gained through successful BI implementations over the past few years.
Info Science implementation framework uses the latest trends and tools in Business Intelligence that includes Integration with “real-time” operational systems. At Info Science, we have refined our delivery process over time based on the experience we have acquired through project executions.
Artificial Intelligence & Machine Learning
Machine learning and Artificial Intelligence have been dubbed as the new electricity and rightly so, nearly every single computer application that has to be deployed in the real world can be completely or partially impacted by using ML and AI. But What is ML and AI? Although these terms are somewhat used interchangeably, there is a prominent difference. Machine learning or ML is a way of teaching computers to recognize patterns and objects by giving them lots of data without specifically programming them in the back-end. Artificial Intelligence, on the other hand is a way of giving pseudo-intelligence to computers where they are not only able to recognize patterns but also make different decisions based on a number of factors.
For example, teaching a system to recognize a cat is Machine learning but if that system is able to identify as well as take decisions pertaining to the cat without any human explicitly telling it to do so then we would call that system an AI system. An AI system improves itself and learns to optimize to find better solutions to all the problems it encounters. Sectors such as Government, Finance, Healthcare, Retail and many more are making extensive use of machine learning applications for optimization and predictive analysis.
We have substantiated expertise in building chatbots to assist humans in their daily and browsing tasks by using Natural language processing, recommendation engines for shopping apps and Lead generation mechanisms for medium to large level corporations.
Bussiness Analytics
We leverage our expertise and tools to answer questions like ‘Why is this happening?’ ‘What if these trends continue?’ ‘What will happen NEXT (that is, predict)?’ What is the best that can happen? Our analytics solutions focus on developing new insights and understanding of business performance based on data and statistical methods using various latest technologies including R Programming.
We make extensive use of data, statistical and quantitative analysis and predictive modeling to drive decision making. Even in status-quo business environments we thrive to bring out new possibilities by using correlation, multiple regression and SWOT analysis that can empower the end user to have visibility and make decisions to meet their goals and objectives.
Know more about our Industry Specific solutions
Descriptive Analytics
Gain insight from historical data with reporting, scorecards, clustering etc.
Predictive
Analytics
Predictive modeling using statistical and machine learning techniques
Prescriptive Analytics
Recommends decisions using optimization, simulation etc
Decisive Analytics
Supports human decisions with visual analytics the user models to reflect reasoning
Social Analytics and Big Data Analytics
Extracting insights from an immense volume, variety and velocity of data, in a timely.
Descriptive Analytics
Gain insight from historical data with reporting, scorecards, clustering etc.
Predictive Analytics
Predictive modeling using statistical and machine learning techniques
Prescriptive Analytics
Recommends decisions using optimization, simulation etc
Decisive Analytics
Supports human decisions with visual analytics the user models to reflect reasoning
Social Analytics and Big Data Analytics
Extracting insights from an immense volume, variety and velocity of data, in a timely.
Data Discovery
Good data is any organizations lifeline, without it good insight backed decisions won’t happen. Working with clients to exploit the value of data to support you to enter adjacent markets, and also to develop innovative products is our specialty. Info Science can help companies define a data-centric business intelligence strategy that supports your short and long-term objectives.
We start with a data discovery workshop to enable us understand your business challenges and information obstacles, and identify what data you should be using and why.
Cloud Data Migration
The process of transitioning all or part of your organization's data, applications and services from on-premise to the cloud requires planning. It also requires expertise to ensure the extraction, storage and processing of data into information is accessible and secure. Info Science can work with clients to migrate data from on premise systems to the cloud as well as between cloud systems.
We will also be able to host client applications on our platform, so that the in-house IT team can more effectively deliver value added services to colleagues without having to worry about managing infrastructure.
Simple. Interactive. Contextual
Business intelligence has always relied on some manner of data visualization, but the industry has changed over the past few years. High cost BI stacks has given way to user-focused analytics tools. We have a capability of using some of the most popular Visualization tools.
Data driven
Businesses become empowered, aligned, and efficient. The ability to access data from internal as well as external sources, and analytics for any use team or business process. Visualizing trends and forecasting results wherever required can drive results.
Data insights
Info Science organizes all of your business data and leverages fast insights through dashboard views that can be sliced and filtered based on your need and at any moment.
Collaboration
We’ll work with you to create a data driven culture by creating a system through which you could publish any dashboard or view to the right team/department, at the crucial time. We’ll help you look beyond reporting.
Data Management
Unrefined data needs to go through a series of processes before it becomes prime for detailed analysis. A lot of technical know-how is required to store, move and to interact with data. Data is never constant, it keeps changing and growing. A basic familiarity with data management processes might not be enough, usage of wrong tools might cause analysis to suffer at every stage.
Our focus when we get into solving your data problem will be to identify the right data integration tools for ETL, data warehousing, data blending and cleaning.
ETL
Extract, Transform and Load
ETL processes are responsible for bringing in data extract from an outside source and depositing them into your organization’s data warehouse. On paper, all ETL solutions should act the same, but not all ETL solutions are built to deal with all problem areas. We deal with only the most capable and intuitive ETL tools because quality data at every level is directly proportional to the success of the analytics to be provided to the final user. Our data experts also understand the ins and outs of ETL processes, giving youthe much required confidence when moving your data.
Data needs a place to be secured & organized. It has to be ready for instant analysis whenever required
Lack of the right data warehouse, would restrict an organization from getting much value out of their data. We’ve worked with clients big and small to address their special data and warehouse needs.
Each enterprise has its only challenges and considerations that need to be considered while designing its data warehouse. A tailored data warehouse is important for your data. Every enterprise has unique problems and potential. Pre-defined canned solutions will not be enough for most enterprises. We’ll work with your organization to figure out what works and what doesn’t when it comes to data warehouse architecture. We’ll hand hold you through the deployment process, ensuring our solutions do what they were designed to do: improve your operations with data.
Data Warehouse Design & Deployment Schema Design & Modeling Business Intelligence ReadyData blending is the key to exciting new analysis
The only way to provide enterprises with exciting analysis from their data is by the use of a concept called data blending. Numerous analytic tools claim to provide data blending across the board. Our experience working with a range of tools has given us the ability to identify the right tool for the requirement. With the right tools, enterprises don’t have to worry about whether your data is from a warehouse, extract or even an Excel file.
The right data cleansing procedures can solve analysis problems along with opening the opportunity to numerous data blending possibilities.
Incomplete, poorly formatted data is frequently overlooked. Bad data can cause roadblocks if not handled at the right time.
We’ll help your organization to scrub data the right way.
ETL
ETL processes are responsible for bringing in data extract from an outside source
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Data Warehousing
Data needs a place to be secured & organized. It has to be ready for instant
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Data Blending
The only way to provide enterprises with exciting analysis from their data
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Data Cleansing
The right data cleansing procedures can solve analysis problems along with opening
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Data Administration
The goal of many information systems is to transform data into information in order to generate knowledge that can be used for decision making. In order to do this, the system must be able to take data, put the data into context, and provide tools for aggregation and analysis. We design your database for such a purpose.
Finding the right technology that will allow you to exploit your current data management strategy while enhancing your alternatives for future storage and computing purchases is at the heart of ensuring your analytics program success.
THE MORE THE ENTERPRISES DATA, THE LARGER THE DATABASE
Database maintenance is a clumsy task. We’ll audit your database and tune it or facilitate the transition to a better database.