Wellness Activity Impact Analysis

Project scope
Categories
Data analysis Machine learning Data scienceSkills
demography data cleansing exploratory data analysis algorithm design data analysis mental health forecastingThe Higher Living seeks to enhance its understanding of how various exercises and activities impact mental and physical health across different demographics. The goal of this project is to analyze existing datasets related to health, mental health, and relationships to develop a predictive algorithm. This algorithm will identify which activities yield the most significant improvements in well-being for specific demographic groups. By leveraging classroom knowledge in data analysis and algorithm development, learners will work to uncover patterns and insights that can guide personalized wellness recommendations. The project will involve tasks such as data cleaning, exploratory data analysis, and algorithm development, ensuring a comprehensive approach to understanding wellness impacts.
The project will culminate in a comprehensive report detailing the findings of the data analysis, including visualizations and insights into the most effective activities for different demographics. Additionally, learners will deliver a functional algorithm capable of predicting wellness improvements based on demographic data. A presentation summarizing the methodology, findings, and potential applications of the algorithm will also be required.
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Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
The Higher Living brand is a well-being and resilience brand that is focused on building a community together to practice exercises that boost resilience and education for people to be informed about their health.
At The Higher Living, we pride ourselves on bridging ancient wisdom with modern science to create holistic, transformative well-being solutions. Our mission is to positively impact 1 billion lives by fostering conscious awareness, holistic health, and mental resilience.