Data Science
DATA SCIENCE
It’s not about finding all the answers, just the right one
Data science is the interdisciplinary field that harnesses the power of machine learning, scientific modeling and artificial intelligence to make sense of big data. Teksky gives you a stronghold on the reins of your business to steer it in the right direction, and ahead of the pack. Our engineers use proven methods, software and practices to mine, migrate and analyze data in order to develop predictive models that improve customer experience and operations.
01
Ask the pressing questions
Find areas that your business is finding challenging and drill down to the core issues.
02
Acquire the data
Discover data from different web servers, logs, cases, databases, API and online sources.
03
Prepare the data
Transform and organize your data by removing inconsistent datatypes, as well as misspelled or duplicated attributes.
04
Analyse the data
Define and refine the selection of feature variables that will be used in the model development.
DATA SCIENCE
Methods that deliver results
Model the data
Identify the model that best fits your specific business objective. Teksky will use the models on the training dataset and tests each model, then select the best-performing model.
Visualize and communicate
Organize the data and place it in a simple presentation for you to easily understand and plan ahead.
Deploy and uphold the model
Deploy and maintain the model in a staging environment before deploying it in a production environment, using dashboards and reports to obtain real time analytics to monitor and maintain the model’s performance.
DATA SCIENCE
Know More
01
Big Data
Big data is the unstructured and structured data sets that may be too large and complex to understand using simple data-processing software. Getting a good grasp of how big data affects your business can help you to tackle common business issues. Understanding your business’s data will help you to address key areas, which include fraud and compliance, research and development, customer experience and operations.
02
ETL
Short for extract, transform and load, ETL refers to how data is migrated from one database to another. It’s a specific, proven process that converts or loads data from source systems to digital warehouses. Your business will be able to draw data from multiple sources and format it into one central location. By simplifying your data, you’ll be able to analyse and gain knowledge from your business on a new level.
Our team uses advanced software and slightly different processes to conduct data mining, predictive analytics and model visualization. We assist businesses in many different sectors including healthcare, telecommunications, risk management, marketing and energy.
03
Advanced Data Analytics
Teksky uses complex techniques and software to examine big data to find insights, create forecasts and produce recommendations for you to make decisions on your company’s future. Our team uses advanced software and slightly different processes to conduct data mining, predictive analytics and model visualization. We assist businesses in many different sectors including healthcare, telecommunications, risk management, marketing and energy.