Category: Advanced Analytics

Advanced Analytics Big Data Machine Learning

Role of Big Data and Machine Learning in Manufacturing Industry

Leveraging big data is imperative as information is at the core of business and growth of manufacturing businesses. In this blog article, we take a look at how big data analytics and machine learning are transforming the manufacturing sector.

Advanced Analytics Predictive Analytics

4 Use Cases of Predictive Analytics in Oil and Gas Industry

To limit downtime and minimize risks, oil and gas companies are leveraging advanced analytics. Read the 4 use cases of Predictive Analytics oil and gas companies use to improve performance!

Advanced Analytics

Advanced Analytics : The 3 Biggest Trends Changing The Data Eco-system

You don’t need us to tell you that the data world – and everything it touches, which is, like, everything – is changing rapidly. These trends are driving the opportunities…

Advanced Analytics Big Data Predictive Analytics

Chief Data Officer : Why your firm needs one ?

Data has become more than just a buzzword — it is now the blood that runs through the veins of every organization, big or small. Raw data describes the facts…

Advanced Analytics Machine Learning Predictive Analytics

Credit Risk Scorecard Monitoring and Tracking

Nowadays, Retail Banks are more focused on finding or discriminating the right clients and the wrong ones (Defaulters). From a Credit Risk perspective, a Good Client will be a customer/applicant who has least chances to do default (a low-risk client) i.e. the applicant has low chances to perform default in his obligations. This detection process of identifying or separating a Good & bad applicant/client is where Credit Risk Scorecard comes into play.

Advanced Analytics Machine Learning

Introduction to Reinforcement Learning

Reinforcement Learning is a type of learning algorithm in which the machine takes decisions on what actions to take, given a certain situation/environment, so as to maximize a reward. The difference between supervised and reinforcement learning is the reward signal that simply tells whether the action (input) taken by the agent is good or bad. It doesn’t tell us anything about what is the best action.

Advanced Analytics Natural Language Processing

Enriching Your Data is the Secret to Personalization

Data Enrichment adds value to and improves richness and quality of organizational data so that more data driven informed decisions can be taken!

Advanced Analytics

Analytics: No Pain, No Gain

“Analytics is a journey and not a destination!! It takes considerable effort to frame that journey and execute it with a sense of purpose. You will encounter stumbling blocks that…

Advanced Analytics

The Benefits of Decentralizing Analytic Talent

In my experience, some of the most talented analytics professionals I’ve managed were ones that had intimate knowledge of the system limitations required to meet customer needs. These individuals came…