https://www.mikeandersondata.com/portfolio daily 0.75 2025-07-14 https://www.mikeandersondata.com/portfolio/ai-e-mail-assistant monthly 0.5 2025-07-14 https://www.mikeandersondata.com/portfolio/cancer-diagnosis-malignant-vs-benign-tumors monthly 0.5 2025-07-14 https://www.mikeandersondata.com/portfolio/flu-shot-learning-predict-h1n1-and-seasonal-flu-vaccines-competition monthly 0.5 2025-07-14 https://www.mikeandersondata.com/portfolio/heart-disease-deep-learning-3hzbs monthly 0.5 2025-07-14 https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019901-42ZN10GHDQY7H6PK85XE/KNN+Model.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019857-O4ZGJINDDTXXCQI2OPEZ/Data+Cleanup+1.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019908-NXIEA5XLAVI9M2OIKRWD/Deep+Learning.PNG Portfolio - 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Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019912-0KAHPGJQ3T4FDLR6TKOV/Imports+for+ML+program.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019905-HZSFVHXZANXE49EYJFHN/RFR+Model.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019860-4Y653PS1SIHTGPPJGUM4/Data+Cleanup+2.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019897-TRE9ARNAC6CHQ9TZZTLI/Test+Train+Split.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019871-NA6PM69IDLGD2YTBAMJB/Heatmap2.png Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019875-0QX188VMUV7QYU2LNBKW/Best+Features+Code.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019916-X6EF34BOMDVHTSMXDC9Q/More+ML+Program.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019924-LTVH6ZWBOA4LLMRZFMVL/Creating+OneHot+from+Scratch.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019890-36A0ZN58E0F3LI9YENSX/One+Hot+Encoding.PNG Portfolio - Heart Disease Prediction Using Neural Networks and Deep Learning https://www.mikeandersondata.com/portfolio/adia-lab-market-prediction monthly 0.5 2025-07-14 https://www.mikeandersondata.com/portfolio/fortnight-hackathon-series-for-data-scientists-work-hour-prediction-challenge monthly 0.5 2025-06-18 https://www.mikeandersondata.com/portfolio/predict-accident-risk-score-for-unique-postcode monthly 0.5 2025-07-14 https://www.mikeandersondata.com/portfolio/data-engineering-championship monthly 0.5 2025-07-14 https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/2693f405-8ed4-4f39-8ea8-69c7e563d32b/download.jpg Portfolio - Google Cloud Data Engineering Summit: Data Engineering Championship - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.mikeandersondata.com/portfolio/deloitte-presents-machine-learning-challenge-predict-loan-defaulters monthly 0.5 2025-07-14 https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/241f1f55-f464-458e-bee2-02b06a9e6cda/output_3_2.png Portfolio - Deloitte Presents Machine Learning Challenge: Predict Loan Defaulters - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/a17f7eec-eedb-4afb-8d8f-d8275c5ff21b/output_3_1.png Portfolio - Deloitte Presents Machine Learning Challenge: Predict Loan Defaulters - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.mikeandersondata.com/portfolio/dare-in-reality-hackathon-2021-predict-lap-timings-for-qualifying-session monthly 0.5 2025-07-14 https://www.mikeandersondata.com/portfolio/supplements-k8ye2 monthly 0.5 2025-07-14 https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019814-7FNPMJC4DR81XPR976G6/Supplement+Hexbin.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019778-HZI1L56FPXJS8TUTME02/Supplement+Hexbin.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019805-WNNC0BDUPJ863GMGDEHH/Robust+Calculations.PNG Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019784-29RJ6YA0I839EMNY7VO2/Times+Received+Healthcare+by+Supplement+Taken.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019731-8LO3HFKRSFWVVCLHG89T/Filtering+the+Data.PNG Portfolio - NHANES Part 1: Supplements I needed to remove any rows that were Missing (99) or the participant refused to answer (77). I also needed to change the “2” that was used to designate no supplements taken to 0 for correlation test purposes. https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019787-4BEPIIXNOFXRVOGPPVVI/Any+Supplements+Grouped.PNG Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019835-QUA8ER9HKJ5Y4JNTMLJW/Times+Received+Healthcare+by+Supplement+Taken+-+Trimmed.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019838-VHAADKDV95H66GQUQFRT/Comparison+of+Averages+for+Supplements+Trimmed.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019722-FL13JNOUZ5P4LF37Y63C/Columns+of+Dataframes.PNG Portfolio - NHANES Part 1: Supplements As you can see, the columns have unique identifiers when you bring them in, and the CDC documentation is necessary https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019820-P2LNLI5H34OB2YIIMR7J/Comparison+of+Averages+for+Supplements.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019808-LS16770HDZL9FGL0SW77/Before+Boxplot.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019727-7L5ITLCYSMK8N4PFGO8R/Renaming+the+Columns.PNG Portfolio - NHANES Part 1: Supplements Renaming the columns used greatly helps with identifying parameters for data analysis later https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019775-3TRC11OW0HMFF506PBE0/Before+Boxplot.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019738-4S461GVAO1POBVJBD8Z3/Basic+Table.PNG Portfolio - NHANES Part 1: Supplements See? Much better. https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019817-PAKPVY6Y6VQXZESLNUT8/Times+Received+Healthcare+by+Supplement+Taken.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019825-3JZFNO0PV0AAHGZ8WAT8/After+Boxplot.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019749-G9QH3F8DGWBI6OVQMPN5/Supplement+Heatmap.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019845-FAF236C3N8IP8NRDDMG3/Trimmed+Supplements+Grouped.PNG Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019795-LI483OY2KRQHUHS6H9LI/Comparison+of+Averages+for+Supplements.png Portfolio - NHANES Part 1: Supplements https://images.squarespace-cdn.com/content/v1/64d622013fe50c522402ebaf/1691755019781-CAO9HJAIZK3G6ETMCL7W/Group+by+Supplements+Taken.PNG Portfolio - 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