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Back to ryanswanstrom/awesome-datascience-colleges

Projects sharing features with Awesome Datascience Colleges

30 open-source projects similar to ryanswanstrom/awesome-datascience-colleges, ranked by shared indexed features. Tags may describe platforms or build tools rather than the same primary purpose. Check each project’s use case, license, and deployment requirements before treating it as a replacement.

  • datasciencespecialization/coursesDataScienceSpecialization avatar

    DataScienceSpecialization/courses

    4,121View on GitHub↗

    This project is a data science curriculum and instructional syllabus designed to teach the fundamental principles and tools of the field. It provides a structured set of learning materials, including R programming courseware and guides for statistical learning. The materials focus on the practical application of data science, covering data cleaning, visualization, and exploratory data analysis. It includes resources for mastering specific techniques such as linear regression, classification, and unsupervised learning. The curriculum is organized into a modular sequence of educational modules

    HTML
    View on GitHub↗4,121
  • freecodecamp/freecodecampfreeCodeCamp avatar

    freeCodeCamp/freeCodeCamp

    448,278View on GitHub↗

    freeCodeCamp is an open-source, web-based educational platform designed to facilitate software engineering skill acquisition through a structured, project-driven curriculum. It combines theoretical instruction with hands-on coding exercises, requiring users to build functional applications to demonstrate mastery of programming concepts. The platform provides a browser-integrated workspace that evaluates learner proficiency through automated testing of code submissions against predefined functional requirements. The platform distinguishes itself by integrating technical training with professio

    TypeScriptcareerscertificationcommunity
    View on GitHub↗448,278
  • jacopotagliabue/mlsys-nyu-2022jacopotagliabue avatar

    jacopotagliabue/MLSys-NYU-2022

    558View on GitHub↗

    Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022

    Jupyter Notebook
    View on GitHub↗558

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  • rfordatascience/tidytuesdayrfordatascience avatar

    rfordatascience/tidytuesday

    8,211View on GitHub↗

    This repository provides a curated collection of weekly datasets designed for data visualization practice, data science education, and statistical analysis. It serves as a central source for cleaned and structured real-world data, allowing practitioners to focus on analysis and visualization without the need to scrape or clean raw files. The project facilitates a community learning workflow where users can explore a wide variety of topics, ranging from global health spending and energy datasets to maritime logs and baby name popularity. Participants are encouraged to share their resulting vis

    HTML
    View on GitHub↗8,211
  • kevinschaich/pyspark-cheatsheetkevinschaich avatar

    kevinschaich/pyspark-cheatsheet

    689View on GitHub↗

    🐍 Quick reference guide to common patterns & functions in PySpark.

    View on GitHub↗689
  • handcraftsman/geneticalgorithmswithpythonhandcraftsman avatar

    handcraftsman/GeneticAlgorithmsWithPython

    1,255View on GitHub↗

    source code from the book Genetic Algorithms with Python by Clinton Sheppard

    Python
    View on GitHub↗1,255
  • jinglescode/python-signal-processingjinglescode avatar

    jinglescode/python-signal-processing

    85View on GitHub↗

    splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

    Jupyter Notebook
    View on GitHub↗85
  • jakevdp/pythondatasciencehandbookjakevdp avatar

    jakevdp/PythonDataScienceHandbook

    48,561View on GitHub↗

    This project is an interactive data science environment that combines code execution, rich media visualization, and narrative documentation into a persistent, browser-based platform. It serves as a comprehensive educational resource for scientific computing, providing a framework for iterative data analysis and machine learning prototyping. The environment is distinguished by its focus on high-performance numerical computing, utilizing vectorized array operations and memory-mapped data structures to handle large-scale computations efficiently. It features a unified estimator interface that st

    Jupyter Notebookjupyter-notebookmatplotlibnumpy
    View on GitHub↗48,561
  • paulescu/hands-on-train-and-deploy-mlPaulescu avatar

    Paulescu/hands-on-train-and-deploy-ml

    885View on GitHub↗

    Train and Deploy an ML REST API to predict crypto prices, in 10 steps

    Python
    View on GitHub↗885
  • amai-gmbh/ai-expert-roadmapAMAI-GmbH avatar

    AMAI-GmbH/AI-Expert-Roadmap

    31,091View on GitHub↗

    This project is a professional development repository that provides structured learning paths for individuals pursuing careers in data-centric engineering and artificial intelligence. It functions as a competency benchmarking framework, defining the core knowledge areas and technical milestones required to achieve proficiency in specialized domains. The repository distinguishes itself through hierarchical knowledge graphing, which organizes complex technical subjects into nested tree structures to create clear, progressive learning sequences. By centralizing curated educational resources and

    JavaScriptaiai-roadmapartificial-intelligence
    View on GitHub↗31,091
  • khangich/machine-learning-interviewkhangich avatar

    khangich/machine-learning-interview

    12,624View on GitHub↗

    This project is a curated collection of technical reference materials and study guides designed for machine learning interview preparation. It provides comprehensive resources for candidates pursuing engineering roles, focusing on deep learning, production infrastructure, and large-scale system design. The repository distinguishes itself through an architecture that combines theoretical research with industrial case studies. It utilizes a pattern-based approach to system design, breaking down complex deployments—such as recommendation engines, search ranking, and ad click prediction—into reus

    View on GitHub↗12,624
  • jadianes/data-science-your-wayjadianes avatar

    jadianes/data-science-your-way

    616View on GitHub↗

    Ways of doing Data Science Engineering and Machine Learning in R and Python

    Jupyter Notebook
    View on GitHub↗616
  • amir-arad/awesome-oscamir-arad avatar

    amir-arad/awesome-osc

    30View on GitHub↗

    A curated list of useful open-sound-control applications, libraries, resources and shiny things

    View on GitHub↗30
  • amin-tgz/awesome-carlaAmin-Tgz avatar

    Amin-Tgz/awesome-CARLA

    917View on GitHub↗

    👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

    View on GitHub↗917
  • amosgyamfi/awesome-fasthtmlamosgyamfi avatar

    amosgyamfi/awesome-fasthtml

    82View on GitHub↗

    Awesome and Best FastHTML Resources For Python Developers

    Pythonfasthtmlhtmxpython
    View on GitHub↗82
  • allthingssmitty/jquery-tips-everyone-should-knowAllThingsSmitty avatar

    AllThingsSmitty/jquery-tips-everyone-should-know

    4,315View on GitHub↗

    This project serves as a comprehensive development guide for the jQuery library, focusing on best practices and techniques for efficient web frontend development. It provides a structured collection of patterns for manipulating the document object model, managing dynamic content, and streamlining asynchronous data requests. The guide emphasizes performance and maintainability by detailing strategies for optimizing element selection, implementing event delegation, and managing element state. It covers methods for resolving library conflicts, standardizing layout dimensions, and controlling bro

    awesomeawesome-listjquery
    View on GitHub↗4,315
  • aliesbelik/awesome-gatlingaliesbelik avatar

    aliesbelik/awesome-gatling

    80View on GitHub↗

    A collection of resources covering different aspects of Gatling load testing tool usage.

    awesomeawesome-gatlingawesome-list
    View on GitHub↗80
  • altamiracorp/awesome-xaialtamiracorp avatar

    altamiracorp/awesome-xai

    190View on GitHub↗

    Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

    awesomeawesome-listexplanations
    View on GitHub↗190
  • anant/awesome-cassandraAnant avatar

    Anant/awesome-cassandra

    319View on GitHub↗

    A curated list of the best resources in the Cassandra community.

    HTMLapacheawesomeawesome-list
    View on GitHub↗319
  • airscripts/awesome-steam-deckairscripts avatar

    airscripts/awesome-steam-deck

    718View on GitHub↗

    A curated list of awesome Steam Deck software, resources and more.

    View on GitHub↗718
  • 0xnr/awesome-analytics0xnr avatar

    0xnr/awesome-analytics

    4,286View on GitHub↗

    This project is a curated directory of analytics frameworks and software designed to help users discover tools for measuring user behavior, SEO performance, and mobile application metrics. It serves as a comprehensive resource list organized by specific use cases and tracking requirements. The directory includes a categorized index focused on privacy-preserving analytics software that prioritizes data protection. It covers a wide range of domains, including product analytics for tracking user journeys, SEO performance monitoring for organic search visibility, and general web and mobile tracki

    View on GitHub↗4,286
  • akinmustafa/awesome-unity-gamesA

    akinmustafa/awesome-unity-games

    0View on GitHub↗
    View on GitHub↗0
  • 521xueweihan/hellogithub521xueweihan avatar

    521xueweihan/HelloGitHub

    161,590View on GitHub↗

    HelloGitHub is a centralized discovery platform and technical knowledge repository designed to help developers identify high-quality open-source projects, libraries, and infrastructure. It functions as a structured directory that aggregates specialized development tools and educational materials, organizing them by technical domain to facilitate efficient resource discovery and professional development. The platform distinguishes itself through a community-driven curation workflow, where manual editorial oversight filters the broader software ecosystem into thematic collections. This content

    Pythonawesomegithubhellogithub
    View on GitHub↗161,590
  • alferov/awesome-gulpalferov avatar

    alferov/awesome-gulp

    624View on GitHub↗

    :tropical_drink: A curated list of awesome gulp resources, plugins, and boilerplates for a better development workflow automation - http://alferov.github.io/awesome-gulp

    JavaScript
    View on GitHub↗624
  • acgeospatial/awesome-earthobservation-codeacgeospatial avatar

    acgeospatial/awesome-earthobservation-code

    1,353View on GitHub↗

    A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

    HTML
    View on GitHub↗1,353
  • allthingssmitty/css-protipsAllThingsSmitty avatar

    AllThingsSmitty/css-protips

    30,114View on GitHub↗

    This project is a curated knowledge base and technical reference for professional web styling. It serves as a comprehensive guide to modern CSS best practices, focusing on techniques that leverage native browser capabilities to create efficient, maintainable, and scalable stylesheets. The collection emphasizes the use of declarative style logic and modern layout engines to replace brittle, imperative approaches. By prioritizing native pseudo-class state management, logical property mapping, and relative unit scaling, the guide demonstrates how to build responsive interfaces that remain consis

    awesomeawesome-listcss
    View on GitHub↗30,114
  • altryne/awesome-ai-art-image-synthesisaltryne avatar

    altryne/awesome-ai-art-image-synthesis

    1,801View on GitHub↗

    A list of awesome tools, ideas, prompt engineering tools, colabs, models, and helpers for the prompt designer playing with aiArt and image synthesis. Covers Dalle2, MidJourney, StableDiffusion, and open source tools.

    View on GitHub↗1,801
  • adius/awesome-sheet-musicadius avatar

    adius/awesome-sheet-music

    1,003View on GitHub↗

    A curated list of awesome tools to create, edit and display sheet music.

    View on GitHub↗1,003
  • ahundt/awesome-roboticsahundt avatar

    ahundt/awesome-robotics

    1,396View on GitHub↗

    A curated list of awesome links and software libraries that are useful for robots.

    View on GitHub↗1,396
  • adius/awesome-music-productionadius avatar

    adius/awesome-music-production

    1,428View on GitHub↗

    A curated list of software, hardware, and other resources to create music.

    View on GitHub↗1,428