DATA SCIENCE & MACHINE LEARNING
We guide clients through all aspects of the journey by integrating business challenges into machine-learning problem statements and measuring the business impact.
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Uncover patterns & optimize outcomes with Akra Tech’s
data science solutions
Reimagine how your business and its different functions operate and interact leveraging data science and modeling. Solve complicated business problems, process raw and unstructured data, and find patterns in high-volume datasets using robust and advanced statistical Machine Learning and Artificial Intelligence techniques.
Harness the power of Data Science and its various aspects to use data to its competitive advantages. Data Science helps organizations deeply analyze and extract patterns, trends, and insights from data. These patterns can then be organized to guide and make better, more accurate decisions. Data Science technologies, like Machine learning and deep learning, help in improved decision-making and creating better models for predicting financial risks, market trends, and customer behavior.
Comprehensive, modular data modeling solutions & services
Our leveraged team of data scientists provides predictive insights through advanced data models. We have data science expertise in data analytics, data mining, machine learning, and many other disciplines. Furthermore, in this field, we explore how to deal with data, including how to create research questions, collect data, pre-process it for analysis, store it, analyze it, and display the research outcomes in reports and visualizations.
Data modeling & machine learning with Akra Tech
Data modeling is an important part of machine learning automation as it helps to optimize accuracy and performance. Through predictive data modeling, organizations can create comprehensive datasets that include all the information relevant to their current business goals. By leveraging this data, machine learning algorithms can then be used to identify complex relationships and patterns in this dataset that may not have been discernable before. Ultimately, data modeling allows organizations to create more accurate models and make better and faster automated decisions through the use of machine learning technologies.
In Machine learning, we practice extracting data, studying it, and forecasting future trends for any topic using algorithms. ML is a data analysis technique that automates the creation of analytical models. Using this subfield of artificial intelligence, Akratech’s data science specialists help you develop systems that can learn from data, spot patterns, and make decisions with little or no human interference.
Predictive analytics solutions & its importance
Predictive analytics can help businesses make more informed decisions by providing insight into future trends and behaviors. It helps organizations anticipate customer needs and desires, optimize operations, promote products, identify new growth opportunities, spot potential risks, and make predictions about a wide range of business outcomes. With predictive analytics, organizations can improve their competitive advantage by gaining valuable insights that drive smart decisions.
Application of data science and machine
learning to real business
Problems
Applying data science and machine learning techniques to real business problems can have immense potential for companies. By harnessing the power of big data, businesses can unlock insights that help them make better decisions, drive efficiencies in their operations, and find innovative solutions to pressing challenges. This guide explores how data science and machine learning can help solve key business issues, as well as how organizations can successfully implement these strategies.
Making enterprises stand out with data science software and mobile applications that matter.
Discover how working with a team of world-class experts in Data Science fields to prime your business for explosive growth.
Have a data science project in mind?
Akra Tech’s expertise & experience in data science solutions
Akratech’s data science specialists have helped customers translate observations into shared knowledge and contribute to strategy. We show how to solve core business problems operating with algorithmic complexity.
Our data science team uses raw data to build a predictive algorithm and use heuristics. Our quantitative technique in finding solutions to many business problems involves building analytic models.
We are one of the few leading data science services companies that carry rich experience in Predictive Modeling, Structural Equation Modeling, Survey designing, Data mining, Regression Analysis (Linear to non-linear), Statistical Analysis Interpretations, Hypothesis Testing or Estimation
End-to-end data science services offered by Akra Tech
Our machine-learning abilities encompass supervised, unsupervised, and deep learning. We comprehend the challenges that arise during implementation. We will assist you in selecting the best algorithms and accurate models for your situation. In circumstances when none of the available libraries are adequate, our multidisciplinary team of computer science professionals and data scientists may assist in the creation and implementation of novel methods.
Data science & ML algorithms:
Our machine-learning abilities encompass supervised, unsupervised, and deep learning. We comprehend the challenges that arise during implementation. We will assist you in selecting the best algorithms and accurate models for your situation. In circumstances when none of the available libraries are adequate, our multidisciplinary team of computer science professionals and data scientists may assist in the creation and implementation of novel methods.
ML Operationalization:
It is not easy to integrate your models into real-world systems. Most ML prototypes fall short in this area. Our ML Ops services ensure that ML models are effectively implemented in real-world systems and that they are monitored over time.
Data science consulting:
Being a data science consulting firm, we guide clients through all aspects of the journey by integrating business challenges into machine learning problem statements and measuring the business impact.
AI and ML-powered product development
We are a suitable technology partner for your AI and ML-powered product development needs due to our product development experience and data analytics knowledge. We assist in developing ML and AI tools from the ground up or implementing off-the-shelf solutions to minimize the entire time-to-market for your products.
AI solutions for your industry:
Adopt cutting-edge technology, methodologies, and algorithms to compete with industry titans. Collaborate with specialists who have discovered AI power in travel, transportation, healthcare, retail, eCommerce, and finance.
Data modeling:
Our expertise in data modeling techniques enables us to structure and analyze your data effectively. Through our data modeling services, we develop robust data models that serve as the foundation for insightful analytics and decision-making.
Predictive analytics:
Leverage the power of predictive analytics to forecast future trends, identify opportunities, and make data-driven predictions that drive your business forward with Akratech’s predictive analytics specialists.
Benefits of Akra Tech’s data science solutions & data modeling services
Data science and machine learning services, such as predictive analytics can offer a wide range of benefits to organizations across various industries. Here are some of the key advantages:
Informed Decision-Making: Data science solutions enable organizations to make data-driven decisions based on insights and evidence rather than intuition or guesswork. This leads to more accurate and informed choices.
Improved Efficiency: Automate and optimize processes, reduce manual work, and enhance operational efficiency using data science and data modeling techniques with Akratech. This can lead to cost savings and increased productivity.
Predictive Insights: Uncover patterns and trends in historical data, allowing your teams to make accurate predictions about future events, customer behavior, and market trends.
Competitive Advantage: Organizations that effectively leverage data science gain a competitive edge. Use our expertise in data science and its verticals to identify opportunities, optimize operations, and respond to market changes more quickly than competitors.
Personalization: Data science enables you to deliver highly personalized customer experiences. We can also help you tailor your products, services, and marketing efforts to individual customer preferences and needs using data science.
Hire expert developers from Akra Tech based on your needs!
Risk Mitigation: Data science can help teams identify potential risks and vulnerabilities, allowing them to proactively address issues, like fraud, cybersecurity threats, or supply chain disruptions.
Customer Insights: By analyzing customer data, companies can gain a deeper understanding of their customer base which leads to better customer retention as well as acquisition strategies.
Cost Reduction: Through process optimization as well as resource allocation based on data-driven insights, companies can significantly reduce costs in various areas of their operations.
Resource Allocation: Take the help of Data science in allocating resources more effectively, whether it’s in marketing spend, inventory management, or workforce planning.
Compliance and Regulation: Data science can help organizations ensure compliance with regulatory requirements by monitoring and reporting on relevant data.
Data science & ML technology stack
Why choose Akra Tech for data science solutions
Choose Akratech for your data science requirements for the following compelling reasons:
Rich Domain Expertise: We have a team of highly skilled data science specialists with a proven track record in various industries & expertise in data science solutions.
Tailored Solutions: We customize our data science solutions & services to meet your unique business needs, ensuring maximum impact and optimal results.
Advanced Technology: Our data science experts and specialists stay at the forefront of data science tools and technologies to provide cutting-edge solutions.
High Data Security: Your data’s security is Akratech’s top priority. We follow stringent data protection protocols to ensure your data is secure at all times.
Timely Delivery: We are committed to delivering results on time, helping you make informed decisions swiftly.
Cost-Effective: Our services offer excellent value for your investment, optimizing your data-related processes.
Collaborative Approach & Long-Term Focus: We work closely with your team, fostering collaboration along with knowledge sharing. Our team aims to build long-lasting relationships with you to become your trusted data science partner.
Transparent Communication: Akratech’s Data Science team maintains open and clear communication throughout the project lifecycle so we help you achieve your goals faster.
Data Science Solutions Built By Akratech’s Data Science Specialists
We have created multiple platforms for multiple companies using Data Science and ML with the highest rate of success. Let’s take a look at one of Akra Techs’ Applications that use Data Science and ML-
Forecast Application Powered with Predictive Analytics
Forecast – “Built to simulate and forecast power markets”, as the slogan tells this application holds information and insights about power generation and balancing authorities’ operations. The application aims to provide more accurate forecasting of generation, load, and trade of power requirements.”
Features:
Reduce inventory management effort
Analytical approach
Business decisions
Customizable
Daily forecasts
Time series forecasting
Load, Generation, and Trade real-time forecasting data
Predict future requirements
We have been involved in building route optimization tools using proprietary ML Algorithms which use Quantum computing technology to determine the most cost-efficient route when delivering. The algorithm takes customer orders and the required time window, available resources, road traffic, and operational constraints, to determine the best optimal routes and stopovers. This would help customers receive their orders faster, through deliveries happening using the most optimal routes.
Pricing Prediction Tool Powered with ML Model
We have built a pricing prediction tool with the help of Python and machine learning which uses the ML model and classification techniques to predict price. This helps in predicting a price of a new product depending on the information. A user should enter the specific inputs to get the predicted price from the ML tool.
We built this Pricing tool using Python and ML models.
Features:
Get a quotation for each client
Predict the price of a new product
Works with user inputs
Customizable