cod3astro @cod3astro
Biochemistry undergrad | Aspiring Bioinformatician | Machine Learning Enthusiast🧬🤖 From test tubes to algorithms, Building my journey in science and data. github.com/cod3astro Nigeria Joined November 2018-
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At the #DSN Hackathon 🔹 Target var: 1569 unique values 🔹 Engineered 260+ new features by combining categorical cols (2, 3, 4 at a time) Next step: Build pipelines with Target Encoding, ColumnTransformer & CV to improve RMSE and prevent leakage. #DataScience #ML #Nigeria
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🧪Study spotlight: 4 volunteers fasted for 58 hrs → blood metabolomics (LC-MS) revealed: 62% metabolites stable (ATP, NADP+, glutathione) 44 increased, 2 decreased 32 new fasting markers discovered Small study, big insight → fasting reshapes metabolism #Metabolomics #ML #Monday
Just started Mathematics for Machine Learning 📘 by Deisenroth, Faisal & Ong. Building the math foundation linear algebra, calculus, probability to go deeper into AI/ML for bioinformatics & biochemistry 🚀 #MachineLearning #Bioinformatics #Math4ML
Thrilled to have completed the Fundamentals of Data Science in Precision Medicine & Cloud Computing with Stanford’s Deep Data Research Center (Data Ocean). 🚀 Gained skills in bioinformatics, cloud, and data-driven healthcare. #DataScience #PrecisionMedicine #CloudComputing
Day 3 Trying out two approaches for handling "unknown" values in my dataset: 1️⃣ Keep it as its own category 2️⃣ Replace with NaN + impute Let’s see which gives better accuracy 👀 #DataScience #MachineLearning #100DaysOfCode
I just earned the ability to create kata on @codewars! Check it out! codewars.com/r/9kxE8w
✅I have completed the NUMPY Split Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Join Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Iteration Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Reshape Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Shape Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Copy vs View Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Data Types Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Slicing Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Indexing Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
✅I have completed the NUMPY Creating Arrays Exercise from W3Schools 💪 #W3Schools #NUMPY #Exercises w3schools.com/numpy/exercise…
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