Michael Watson’s Post

observe the importance of edelman finalist as examples of the best work in operations research in multiple sectors besides the un go back a few years for polio and before that seed placement. watch for more exciting examples spring of 2025

🦃 This Thanksgiving, Let Empirika Transform Your Raw Data into a Feast of Insights 🔬 As we gather to give thanks, let’s celebrate the incredible work of life sciences researchers who push the boundaries of discovery. At Empirika, we’re here to support you by turning your raw data into publication-ready Results sections that stand out in any journal. Our recipe for success: Data Cleaning & Validation: Ensure your data is as crisp as your Thanksgiving turkey. Advanced Statistical Analysis: Extract insights that are as rich as your holiday feast. Professional Visualizations: Craft stunning charts and figures to highlight your findings. Journal-Ready Results: Deliver polished sections that are ready to be served to the scientific community. This Thanksgiving, let’s give your research the professional touch it deserves. Empirika is here to make your data a reason to be thankful. #DataScience #LifeSciences #Thanksgiving #PublicationReady #Empirika #ResearchExcellence

Hello LinkedIn community! 🌟 Excited to share my first data analysis portfolio project that was part of atomcamp bootcamp. 🌟 This project involved comprehensive analysis on healthcare data of Pakistan using Excel. 📊 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝗯𝗷𝗲𝗰𝘁𝗶𝘃𝗲𝘀: ⬇️ 𝗣𝗮𝘁𝗶𝗲𝗻𝘁 𝗗𝗲𝗺𝗼𝗴𝗿𝗮𝗽𝗵𝗶𝗰𝘀 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 Analyzed age, gender, height, and weight distribution across hospitals. 𝗗𝗶𝘀𝗲𝗮𝘀𝗲 𝗣𝗿𝗲𝘃𝗮𝗹𝗲𝗻𝗰𝗲 Identified common diseases and their distribution across cities and provinces. 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲 𝗖𝗼𝘀𝘁𝘀 Assessed treatment costs and the financial burden on patients with and without insurance. 𝗛𝗼𝘀𝗽𝗶𝘁𝗮𝗹 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 Compared patient volume, treatment costs, and other key metrics across hospitals. 𝗔𝗱𝗺𝗶𝘀𝘀𝗶𝗼𝗻 𝗮𝗻𝗱 𝗗𝗶𝘀𝗰𝗵𝗮𝗿𝗴𝗲 𝗣𝗮𝘁𝘁𝗲𝗿𝗻𝘀 Determined peak times for admissions and discharges to optimize resource allocation. 𝗚𝗲𝗼𝗴𝗿𝗮𝗽𝗵𝗶𝗰𝗮𝗹 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 Analyzed patient distribution and healthcare needs across cities and provinces. 𝗗𝗮𝘁𝗮-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗠𝗮𝗸𝗶𝗻𝗴 The primary objective of this analysis project was to provide valuable insights to healthcare providers and policymakers for improving healthcare services and outcomes. 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄: ⬇️ 🛠️ 𝗗𝗮𝘁𝗮 𝗖𝗹𝗲𝗮𝗻𝗶𝗻𝗴: Prepared and refined the dataset for analysis. 📊 𝗣𝗶𝘃𝗼𝘁 𝗧𝗮𝗯𝗹𝗲𝘀: Summarized data to uncover key metrics 📈 𝗖𝗵𝗮𝗿𝘁𝘀 𝗮𝗻𝗱 𝗚𝗿𝗮𝗽𝗵𝘀: Visualized data for impactful presentation. 🔎 𝗗𝗿𝗮𝘄𝗶𝗻𝗴 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀: Analyzed visualized data to derive conclusions. A special thanks to Sir Naveed Iftikhar, atomcamp team and instructors Maimoona Khilji Iqra J. for providing an amazing growth oriented learning environment. 🙏 Any tips for further improvement? Let me know in the comments! 👇 #Excel #DataAnalysis #DataScience #DataAnalytics #DataInsights #DataVisualization #Healthcare #atomcamp

[Expert Focus 🔎- 10th IABS Statistics Workshop] This year, IABS is pleased to welcome Ruojia Li as chair for the 10th Statistics Workshop, alongside Timo Bailer and Laura Pack! 👉 “This workshop is a unique event that I've had the pleasure of attending since its inception. It stands out as one of the few conferences dedicated to CMC development, bringing together experts from industry, academia, and regulatory bodies. Beyond the excellent talks, I particularly enjoy the inspiring panel discussions and networking events, where experts openly share their experiences and opinions, engaging in professional and friendly debates. Statisticians and non-statisticians actively discuss real-life challenges and solutions, making the workshop highly interactive. In recent years, we've also engaged more data scientists, college students, and young statisticians to explore exciting career paths in CMC statistics and data science. Join us for a rich and productive dialogue to advance the lifecycle management of biological products.  Don't miss this opportunity to be part of a vibrant community dedicated to innovation and collaboration!” 🔗 To register: https://lnkd.in/dQv4zjcV ℹ️ To learn more about IABS: http://www.iabs.org #IABS #IABSevent #statistics #meeting #datascience

University’s School of Statistics refresher… Looking forward to this year’s Applied Statistics now called “Stat to the Future” Training Seminars. Thank you for the approvals on technical training by Managers in Agriculture Research & Technology, Senior Juan, and the late Engr. Christopher Cordova of HR Organizational Development. Me at the 4th from left side, standing. #dataanalytics #datascience #statistics #predictivemodeling

Real-world projects for students. “It’s also about being part of something bigger,” says Snyder, one of our inspiring faculty members in the Data Science (MSDA) program. “Seeing our data skills make a difference in the world is truly rewarding. For instance, we’ve worked on projects that had real-world impact, like improving health outcomes for mothers and babies in Indiana. Whenever I find projects that benefit others, I always get my students involved.” #Uindy #MSDA #DataAnalytics #UindyMSDA

🦃 Post-Thanksgiving Productivity: Transform Your Data with Empirika 🔬 As the Thanksgiving celebrations settle, it's time to refocus on what matters—making an impact through your research. At Empirika, we’re here to help life sciences researchers turn their raw data into publication-ready Results sections that meet the highest standards. Here’s how we can support your post-holiday productivity: Data Cleaning & Preparation: We ensure your data is accurate, reliable, and ready to analyze. Advanced Analysis: Extract valuable insights using sophisticated statistical methods. Professional Visualizations: Present your findings with stunning, publication-quality visuals. Journal-Ready Results: Create polished sections that communicate your discoveries effectively. Let us help you turn your data into results that make a difference. At Empirika, we’re thankful for the opportunity to empower your research every step of the way. #DataScience #LifeSciences #Thanksgiving #PublicationReady #Empirika #ResearchExcellence

🚀 1 Day to Go! 🚀 Are you struggling to assess reading and math skills in your education initiatives? 📚✏️ Do literacy barriers or privacy needs compromise your data quality? 🔐📉 Facing challenges in accurately capturing agricultural data? 🌾🧑🌾 Join us tomorrow for our webinar, Enhancing Data Collection Through Innovative Techniques, and gain practical solutions to overcome these challenges. Don't miss this opportunity to improve your data collection practices and ensure reliable data for informed decision-making. Registration link in comments 🌟 See you there! #DataCollection #Education #Agriculture #Webinar #SurveyCTO #DataQuality #InnovativeTechniques

This was a blast! 📄 🪤 🌳 📏 🌲 🌞 🌧️ 💻 📈 The NFDI4Biodiversity & iDiv Seasonal School 2024: five days of #ResearchDataManagement, from planning to publishing, and everything in between. We learned * how to plan data collection, * how to access high quality environmental data and how to merge it with species occurence data, * which licenses to choose for data and for code, * digital data collection in the field as a group, * how to harmonize taxonomic data sets, * how to clean data sets, and how to use terminologies to improve data quality already during data collection, * how to use FAIR tools for data visualisation, * how to publish your workflow and code unsing Jupyter, Git and binder, * how to use Jupyter, * how to publish data, * and which tools are availabe for each of these steps (hint: many tools & services provided by NFDI4Biodiversity https://lnkd.in/ebweMVT8) All workshop materials are available here: https://lnkd.in/eHTYaKBm This would not have been possible without the dedication of our lecturers, of the technical support team, and of the orga team! Thank you very much (A-Z) Dr. Judith Engel, Ludmilla Figueiredo, Linus Franz, Anahita Kazem, Ivaylo Kostadinov, Erik Kusch, Jimena Linares, Wolfgang Müller, Alexandra Nozik, Matthias Pauli, Juliane R., Nicole Sachmerda-Schulz, David Schellenberger Costa, Cédric Scherer, Pascal Scherreiks, Uwe Schindler, Johannes Signer, and Dr. Daniel Tschink! Would you also like to acquire the RDM skills mentioned above? Check out our training opportunities: https://lnkd.in/eAwAyjNq #RDMTraining #opendata #openscience #FDM #NFDI #ResearchData #BiodiversityData

Data and Analytics are the new future, no matter which profession you are into Data science and analytics are essential across all sectors, from management to medicine, as they empower professionals to make informed decisions based on evidence rather than intuition. In management, data-driven insights enhance strategic planning, operational efficiency, and customer understanding, leading to better outcomes. In healthcare, analytics can improve patient care, optimize resource allocation, and advance medical research. Overall, leveraging data helps organizations stay competitive, innovate, and address complex challenges effectively. Embracing data science is no longer optional; it’s a crucial skill for driving success in any field. #upgradnepal #mentorlabedx #oncologist #onlinelearning