Bebeto Nyamwamu's Projects
π’ Ready to learn! you will learn 10 skills as data scientist:π Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
Activity Monitor for CPU and RAM employing Kafka
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Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures
Portofolio repository for Udacity Data Scientist Nanodegree
This is FastAPI tutorial repository.Follow this playlist at my youtube channel.
Credit Survival Analysis: Full stack, credit risk application. Using FastAPI, PostgreSQL as database, Docker & Kubernetes for orchestration, RabbitMQ for messaging, PySurvival, MLFlow and more.
A while back I implemented a google trend scraper using Selenium
Credit Risk Analysis & Modelling: Analysis and Modelling Instance using Sklearn, Imblearn, XGBoost
:chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.
fastapi Company API
Self Referencing Entity Experiment
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Mental Health App implementing sentimental analysis with promising application in psychiatry and psychology
Free MLOps course from DataTalks.Club
Creating Mock Data with Numpy, Pandas and Datetime
Pandas Real World Practice