Pinned Repositories
adv-r
Advanced R: a book
AIHCND_C2_Starter
AnalyzeInternationalDebtStatistics
Write SQL queries to answer interesting questions about international debt using data from The World Bank.
AnalyzeYourRunkeeperFitnessData
Import, clean, and analyze seven years' worth of training data tracked on the Runkeeper app using Python.
ANetworkAnalysisofGameofThrones
Analyze the network of characters in Game of Thrones and how it changes over the course of the books.
ASLRecognitionwithDeepLearning
Build a convolutional neural network to classify images of letters from American Sign Language.
awesome-data-engineering
A curated list of data engineering tools for software developers
awesome-public-datasets
A topic-centric list of HQ open datasets.
TheImpactofClimateChangeonBirds
Predict the impact of climate change on bird distributions using spatial data and machine learning.
korsakowii's Repositories
korsakowii/AnalyzeInternationalDebtStatistics
Write SQL queries to answer interesting questions about international debt using data from The World Bank.
korsakowii/AnalyzeYourRunkeeperFitnessData
Import, clean, and analyze seven years' worth of training data tracked on the Runkeeper app using Python.
korsakowii/ANetworkAnalysisofGameofThrones
Analyze the network of characters in Game of Thrones and how it changes over the course of the books.
korsakowii/ASLRecognitionwithDeepLearning
Build a convolutional neural network to classify images of letters from American Sign Language.
korsakowii/awesome-data-engineering
A curated list of data engineering tools for software developers
korsakowii/DifferentialMethylationAnalysis
Differential Methylation Analysis with R packages
korsakowii/e_commerce
Sale used products.
korsakowii/bytebytego
korsakowii/chatgpt-api
Node.js client for the unofficial ChatGPT API. 🔥
korsakowii/ChatGPT-wechat-bot
ChatGPT for wechat
korsakowii/ClusteringHeartDiseasePatientData
Apply clustering algorithms to help doctors inform treatment for heart disease patients.
korsakowii/coding-interview-university
A complete computer science study plan to become a software engineer.
korsakowii/ExploringTheKaggleDataScienceSurvey
Discover the top tools Kaggle participants use for data science and machine learning.
korsakowii/eyeAD_dataanalysis
korsakowii/fgxgm-SecurityCheckSample
SecurityCheckSample
korsakowii/GeneratingKeywordsforGoogleAds
Automatically generate keywords for a search engine marketing campaign using Python.
korsakowii/grokking-the-object-oriented-design-interview
korsakowii/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
korsakowii/HealthSurveyDataAnalysisofBMI
Analyze health survey data to determine how BMI is associated with physical activity and smoking.
korsakowii/numpy-ml
Machine learning, in numpy
korsakowii/PdfDataExtraction
A brief tutorial on collecting metadata and full text and visualizing word quantities.
korsakowii/PredictingCreditCardApprovals
Build a machine learning model to predict if a credit card application will get approved.
korsakowii/PredictTaxiFareswithRandomForests
Use regression trees and random forests to find places where New York taxi drivers earn the most.
korsakowii/PresentationTemplate_USC
A Xaringan presentation template (USC theme)
korsakowii/r-docker-tutorial
A docker tutorial for reproducible research
korsakowii/SDFC
Roadmap and Resource Compilation for System Design Fight Club
korsakowii/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
korsakowii/systems-design
All things systems design. Resources, Interview questions, e.t.c
korsakowii/VisualizingCOVID19
Visualize the rise of COVID-19 cases globally with ggplot2.
korsakowii/wechat-chatgpt
Use ChatGPT On Wechat via wechaty