The explosion of data along with the proliferation of low cost, high-performance computing has brought in path-breaking advancements in Data Science. For businesses, Data Science helps in better decision making, improved efficiencies, higher productivity, enhanced user engagement, and improved profitability. Over the last decade, we have seen most businesses adopt advanced analytics in one way or the other, and the ones who have made it strategic and an integral part of their organizations are reaping rich rewards.
Our Approach
Our Offerings
We have deep expertise in data sciences, and we have been implementing advanced analytics projects, including machine learning and deep learning to several Fortune 500 customers across the World. With this knowledge base over the years, we have been able to fine-tune our approach, methodology, solution accelerators, and processes for any data science engagement.
Supervised Learning
Leverage our supervised learning models to train data to learn the relationship of given inputs to a given output and calculates/predicts behavior on the new data.
Algorithms that we offer:
- Linear Regression
- Decision Tree
- Random Forest
- Logistic Regression
Our areas of expertise:
- Fraud Detection
- Market Segmentation
- Customer Segmentation
- Pattern or Face Recognition
- Image Classification
- Marketing Forecasting
- Advertising Popularity Predictions
Unsupervised Learning
Leverage our unsupervised learning models to find patterns and classifies the data without being given an explicit output variable.
Algorithms that we offer:
- K-Means Clustering
- Hierarchical Clustering
- Gaussian mixture model
Our areas of expertise:
- Recommendation System
- Customer Segmentation
- Spam Filtering
- News Classification
- Social Network Analysis
- Search Result Grouping
- Image Segmentation
- Anomaly Detection
- Big Data Visualization
- Feature Elicitation
- Email Classification
Reinforced Learning
Leverage our reinforced learning to enabling self-learning to perform a task by merely trying to maximize rewards it receives for its actions.
Algorithms that we offer:
- Markov Decision Processes
- Temporal Difference
- Policy Gradient
- Value Function
- Q-Learning
- SARSA
Our areas of expertise:
- Optimize pricing system
- Optimize trading strategy
- Load balancing
Our Differentiators
We help our clients solve the toughest data challenges, predict demand for products and services to improve customer satisfaction, and guide business strategies based on knowledge and foresight. ACS Solutions Data Science consulting and business analytics solutions leverage the power of predictive analytics to derive real-time insights and reduce customer churn.
Our key differentiators are:
- Developing customized statistical models and algorithms
- Leveraging advanced customer, operational and IoT analytics
- Generating and deploy intelligent insights in near real-time
