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Feeling Pulse: Text Reveals Emotion
Decoding opinions, understanding trends, and driving better decisions with sentiment analysis.
Goal
- To identify high-level topics in the dataset, providing an understanding of subscriber feedback and their performance over time.
- To employ sentiment analysis on the verbatim responses associated with each identified topic to categorise sentiments as positive, neutral, or negative.
- To determine sentiment variations across different areas.
- To identify high-level topics in the dataset, providing an understanding of subscriber feedback and their performance over time.
- To employ sentiment analysis on the verbatim responses associated with each identified topic to categorise sentiments as positive, neutral, or negative.
- To determine sentiment variations across different areas.
Technique
- Text Preprocessing, Topic Modelling, Sentiment Analysis, Time Series Visualization, Visualization.
- Text Preprocessing, Topic Modelling, Sentiment Analysis, Time Series Visualization, Visualization.
Impact
- Enable strategic decision-making by providing a clear understanding of the key topics in subscriber feedback.
- Pinpoint specific areas to guide targeted efforts and enhance customer satisfaction.
- Provide insights into subscriber opinions through verbatim sentiment analysis.
- Enable strategic decision-making by providing a clear understanding of the key topics in subscriber feedback.
- Pinpoint specific areas to guide targeted efforts and enhance customer satisfaction.
- Provide insights into subscriber opinions through verbatim sentiment analysis.
The Money Map: Unveiling Financial Health
Data-driven insights empower smarter decisions, optimize strategies, and unlock business growth.
Goal
- To provide a clear and concise overview of an organization’s financial performance.
- To enable stakeholders for monitoring key metrics.
- To identify trends, make informed decisions and drive financial success.
- To provide a clear and concise overview of an organization’s financial performance.
- To enable stakeholders for monitoring key metrics.
- To identify trends, make informed decisions and drive financial success.
Technique
- Data Preparation, Financial Ratio Calculations, Trend Analysis, Visualization.
- Data Preparation, Financial Ratio Calculations, Trend Analysis, Visualization.
Impact
- Improved Financial Planning and Budgeting
- Identifying Financial Trends and Insights
- Identifying key areas that are generating a return on investment and are losing money.
- Improved Financial Planning and Budgeting
- Identifying Financial Trends and Insights
- Identifying key areas that are generating a return on investment and are losing money.
Predicting Pantry: FMCG Forecasting growing.
See the future of fast-moving goods, optimize production, and stay ahead of trends with intelligent forecasting.
Goal
- Forecasting and Demand Planning: Predict product demand and manage inventory to avoid stock-outs.
- Profitability Maximisation: Maximise profits by analysing sales channels and products, and allocating resources to high-profit areas for revenue growth.
- Forecasting and Demand Planning: Predict product demand and manage inventory to avoid stock-outs.
- Profitability Maximisation: Maximise profits by analysing sales channels and products, and allocating resources to high-profit areas for revenue growth.
Technique
- Statistical Analysis, Data Modelling, Time Series Forecasting, Visualization.
- Statistical Analysis, Data Modelling, Time Series Forecasting, Visualization.
Impact
- Optimized inventory management and supply chain corresponding to economic and market factors.
- Improved customer satisfaction and loyalty through consistent quality and availability of the products across different regions
- Optimized inventory management and supply chain corresponding to economic and market factors.
- Improved customer satisfaction and loyalty through consistent quality and availability of the products across different regions
Watching Wisely: AI Detects Suspicious Activity
Early detection, faster response, enhanced safety with intelligent activity monitoring.
Goal
- To detect any type of suspicious activity performed by a human.
- To classify activity into its particular class for effecting an immediate necessary action.
- To monitor high-level patterns of activity and identify early indicators.
- To detect any type of suspicious activity performed by a human.
- To classify activity into its particular class for effecting an immediate necessary action.
- To monitor high-level patterns of activity and identify early indicators.
Technique
- Exploratory Data Analysis, Image pre-processing and augmentation, Object detection and Image classification algorithms, Visualization.
- Exploratory Data Analysis, Image pre-processing and augmentation, Object detection and Image classification algorithms, Visualization.
Impact
- Quicker and better suspicious activity detection.
- Creation of a safer environment for people.
- Attention based system for a more aggressive detection.
- Lesser Human Intervention.
- Quicker and better suspicious activity detection.
- Creation of a safer environment for people.
- Attention based system for a more aggressive detection.
- Lesser Human Intervention.
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