{"id":22118174,"url":"https://github.com/akash1070/data-analytics-virtual-experience-program-by-quantium","last_synced_at":"2026-04-29T09:35:57.543Z","repository":{"id":231695571,"uuid":"541389245","full_name":"Akash1070/Data-Analytics-Virtual-Experience-Program-by-Quantium","owner":"Akash1070","description":"Data Analytics Virtual Experience Program by Quantium","archived":false,"fork":false,"pushed_at":"2022-09-26T03:39:53.000Z","size":5291,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-29T12:10:30.217Z","etag":null,"topics":["data-analysis","data-science","machine-learning-algorithms","python3","tableau"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Akash1070.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2022-09-26T03:14:24.000Z","updated_at":"2023-10-13T17:04:00.000Z","dependencies_parsed_at":"2024-04-05T11:55:35.184Z","dependency_job_id":null,"html_url":"https://github.com/Akash1070/Data-Analytics-Virtual-Experience-Program-by-Quantium","commit_stats":null,"previous_names":["akash1070/data-analytics-virtual-experience-program-by-quantium"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akash1070%2FData-Analytics-Virtual-Experience-Program-by-Quantium","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akash1070%2FData-Analytics-Virtual-Experience-Program-by-Quantium/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akash1070%2FData-Analytics-Virtual-Experience-Program-by-Quantium/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akash1070%2FData-Analytics-Virtual-Experience-Program-by-Quantium/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Akash1070","download_url":"https://codeload.github.com/Akash1070/Data-Analytics-Virtual-Experience-Program-by-Quantium/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245217946,"owners_count":20579300,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-analysis","data-science","machine-learning-algorithms","python3","tableau"],"created_at":"2024-12-01T13:48:03.472Z","updated_at":"2026-04-29T09:35:52.522Z","avatar_url":"https://github.com/Akash1070.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Data Analytics Virtual Experience Program by Quantium**\n\n- This is program consists of 3 tasks \n- All these code files were my personal submissions for this program. Except the data files which were assigned by Quantium.\n\n---\n\n## Code and Resources Used\n\n**Python Version:** 3.7\n\n**Packages:** pandas, numpy, seaborn, sklearn, matplotlib, datetime, scipy\n\n---\n## Deployment\n\n### Task 1 - Data preparation and Customer Analytics\nConduct analysis on your client's transaction dataset and identify customer purchasing behaviours to generate insights and provide commercial recommendations.\n\n\n### Task 2 - Experimentation and Uplift Testing\nExtend your analysis from Task 1 to help you identify benchmark stores that allow you to test the impact of the trial store layouts on customer sales.\n\n### Task 3 - Analytics and Commercial Application\n- Use your analytics and insights from Task 1 and 2 to prepare a report for your client, the Category Manager.\n\n#### Final Report \n- Use analytics and insights from Task 1 and 2 to prepare a report for the client, the Category Manager.\n- Delivered the insights and recommendaions to the client in PowerPoint presentation along with easy to understand data visualizations.\n\n## Authors\n\n- [@Akash Kumar Jha](https://github.com/Akash1070)\n\n  \n## Installation\n\nTo install the libraries used in this project. Follow the \nbelow steps:\n\n```bash\nimport pandas as pd\nimport seaborn as sns\nimport matplotlib.pyplot as plt\n%matplotlib inline\nimport numpy as np\n\n```\n    \n## Running Flask Api\n\nTo run tests, run the following command\n\n```bash\n  python app.py\n```\n\n## 🚀 About Me\n\nData Scientist Enthusiast | Petroleum Engineer Graduate | Solving Problems Using Data \n\n\n# Hi, I'm Akash! 👋\n\n\n## 🔗 Links\n[![github](https://img.shields.io/badge/github-000?style=for-the-badge\u0026logo=ko-fi\u0026logoColor=white)](https://github.com/Akash1070)\n[![linkedin](https://img.shields.io/badge/linkedin-0A66C2?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white)](https://www.linkedin.com/in/akashkumar107/)\n\n## Tech Stack\n\n\n\n\n\n![Logo](https://businesstoys.in/assets/programs/full-stack-data-science-professional-program/tools.png)\n## Other Me\n👩‍💻 I’m interested in Petroleum Engineering\n\n🧠 I’m currently learning Data Scientist | Data Analytics | Business Analytics\n\n👯‍♀️ I’m looking to collaborate on Ideas \u0026 Data\n\n\n\n\n## 🛠 Skills\n1. Data Scientist\n2. Data Analyst\n3. Business Analyst\n4. Machine Learning \n\n\n## Future Plans \n\n⚡️ Looking forward to help drive innovations into your company as a Data Scientist\n\n⚡️ Looking forward to offer more than I take and leave the place better than i found\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakash1070%2Fdata-analytics-virtual-experience-program-by-quantium","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakash1070%2Fdata-analytics-virtual-experience-program-by-quantium","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakash1070%2Fdata-analytics-virtual-experience-program-by-quantium/lists"}