ADVANCE ANALYTICS

To effectively utilize data:

1. KNOW YOUR MISSION:
   We take time to understand the business, the industry and then try to gather the business questions that need to be answered in order to achieve a goal. This helps us to gather the right data and strategically build the right analytics solution.
2. IDENTIFY DATA SOURCES:
   The next thing we do is understand the data sources of our clients, some may be internal or external. These play a key role in the entire life of a project. We coordinate with various stakeholders and other web APIs to get access to the data we need.
3. IDENTIFY DATA SOURCES:
   The next biggest task we undertake is cleaning the data and this takes up most of our time. Most analysts understand the “80/20 rule” where 80% of the time is spent on data cleansing and 20% on analysis.
4. IDENTIFY DATA SOURCES:
   The next biggest task we undertake is cleaning the data and this takes up most of our time. Most analysts understand the “80/20 rule” where 80% of the time is spent on data cleansing and 20% on analysis.
5. IDENTIFY DATA SOURCES:
   Once we have thoroughly cleaned the data, we begin to analyze the information using statistical models. This is when we start testing different models such as linear regressions, decision trees, random forest modeling.
   We then decide how to present the information in order to answer the question at hand. There are three different ways to demonstrate your findings:
   • Descriptive Information: Just the facts.
   • Inferential Information: The facts, plus an interpretation of what those facts indicate in the context of a project.
   • Predictive Information: An inference based upon facts and advice for further action based on your reasoning.
6. DRAW CONCLUSIONS:
   This is the final stage of our project that involves coming to a conclusive answer to the question at hand. We prepare effective presentations and storytelling techniques to present findings with key stakeholders making sure the questions are answered as effectively as possible. The conclusions drawn from our analysis will ultimately help your organization make more informed decisions and drive strategy moving forward.