René's URL Explorer Experiment


Title: Math for Data Science (Learning Path) – Real Python

Open Graph Title: Math for Data Science (Learning Path) – Real Python

Description: In this learning path, you'll gain the mathematical foundations you'll need to get ahead with data science.

Open Graph Description: In this learning path, you'll gain the mathematical foundations you'll need to get ahead with data science.

Opengraph URL: https://realpython.com/learning-paths/math-data-science/

X: @realpython

direct link

Domain: realpython.com


Hey, it has json ld scripts:
{
  "@context": "https://schema.org",
  "@type": "ItemList",
  "@id": "https://realpython.com/learning-paths/math-data-science/",
  "url": "https://realpython.com/learning-paths/math-data-science/",
  "name": "Math for Data Science",
  "description": "In this learning path, you'll gain the mathematical foundations you'll need to get ahead with data science.",
  "itemListOrder": "ItemListOrderAscending",
  "itemListElement": [
    {
      "@type": "ListItem",
      "position": 3,
      "item": {
        "@type": "Course",
        "@id": "https://realpython.com/courses/python-linear-regression/",
        "url": "https://realpython.com/courses/python-linear-regression/",
        "name": "Starting With Linear Regression in Python",
        "description": "Get started with linear regression in Python. Linear regression is one of the fundamental statistical and machine learning techniques, and Python is a popular choice for machine learning.",
        "provider": {
          "@type": "Organization",
          "@id": "https://realpython.com/#organization",
          "name": "Real Python",
          "url": "https://realpython.com",
          "logo": "https://realpython.com/static/real-python-logo-square-512.157ae6bf64ed.png"
        },
        "hasCourseInstance": {
          "@type": "CourseInstance",
          "courseMode": "Online",
          "courseWorkload": "PT114M46S"
        },
        "offers": [
          {
            "@type": "Offer",
            "category": "Subscription"
          }
        ]
      }
    }
  ]
}

authorReal Python
twitter:cardsummary_large_image
twitter:imagehttps://files.realpython.com/media/pcl-Linear-Regression-in-Python_Watermarked.861720687c52.jpg
og:imagehttps://files.realpython.com/media/pcl-Linear-Regression-in-Python_Watermarked.861720687c52.jpg
twitter:creator@realpython
og:typearticle

Links:

https://realpython.com/
Start Herehttps://realpython.com/start-here/
Learn Python https://realpython.com/learning-paths/math-data-science/
Python Tutorials →In-depth articles and video courseshttps://realpython.com/search?kind=article&kind=course&order=newest
Learning Paths →Guided study plans for accelerated learninghttps://realpython.com/learning-paths/
Quizzes & Exercises →Check your learning progresshttps://realpython.com/quizzes/
Browse Topics →Focus on a specific area or skill levelhttps://realpython.com/tutorials/all/
Community Chat →Learn with other Pythonistashttps://realpython.com/community/
Office Hours →Live Q&A calls with Python expertshttps://realpython.com/office-hours/
Podcast →Hear what’s new in the world of Pythonhttps://realpython.com/podcasts/rpp/
Books →Round out your knowledge and learn offlinehttps://realpython.com/products/books/
Reference →Concise definitions for common Python termshttps://realpython.com/ref/
Code Mentor →BetaPersonalized code assistance & learning toolshttps://realpython.com/mentor/
Unlock All Content →https://realpython.com/account/join/
More https://realpython.com/learning-paths/math-data-science/
Learner Storieshttps://realpython.com/learner-stories/
Python Newsletterhttps://realpython.com/newsletter/
Python Job Boardhttps://www.pythonjobshq.com
Meet the Teamhttps://realpython.com/team/
Become a Tutorial Writerhttps://realpython.com/write-for-us/
Become a Video Instructorhttps://realpython.com/become-an-instructor/
Searchhttps://realpython.com/search
https://realpython.com/search
Joinhttps://realpython.com/account/join/
Sign‑Inhttps://realpython.com/account/login/?next=%2Flearning-paths%2Fmath-data-science%2F
Learning Pathhttps://realpython.com/learning-paths/
https://realpython.com/learning-paths/math-data-science/#additional-resources
Data Science Topic on Real Pythonhttps://realpython.com/tutorials/data-science/
Machine Learning Topic on Real Pythonhttps://realpython.com/tutorials/machine-learning/
Learning Pathhttps://realpython.com/learning-paths/
https://realpython.com/python-statistics/
Python Statistics Fundamentals: How to Describe Your Datahttps://realpython.com/python-statistics/
https://realpython.com/numpy-scipy-pandas-correlation-python/
NumPy, SciPy, and pandas: Correlation With Pythonhttps://realpython.com/numpy-scipy-pandas-correlation-python/
https://realpython.com/courses/python-linear-regression/
Starting With Linear Regression in Pythonhttps://realpython.com/courses/python-linear-regression/
https://realpython.com/logistic-regression-python/
Logistic Regression in Pythonhttps://realpython.com/logistic-regression-python/
https://realpython.com/gradient-descent-algorithm-python/
Stochastic Gradient Descent Algorithm With Python and NumPyhttps://realpython.com/gradient-descent-algorithm-python/
Got feedback on this learning path?https://realpython.com/feedback/realpython-com/?d=eyJwIjoicmVhbHB5dGhvbi1jb20iLCJzaWciOiJLQVBCYGdAUH1kWSo3emd4KEUkU2VebX1wOWg5UEs_SXYybCN5NUckIiwidCI6Ik1hdGggZm9yIERhdGEgU2NpZW5jZSAoTGVhcm5pbmcgUGF0aCkiLCJ1IjoiL2xlYXJuaW5nLXBhdGhzL21hdGgtZGF0YS1zY2llbmNlLyJ9
Real Python Community Chathttps://realpython.com/community/
“Office Hours” Live Q&A Sessionhttps://realpython.com/office-hours/
« Browse All Learning Pathshttps://realpython.com/learning-paths/
Privacy Policyhttps://realpython.com/privacy-policy/

Viewport: width=device-width, initial-scale=1, shrink-to-fit=no, viewport-fit=cover

Robots: max-image-preview:large


URLs of crawlers that visited me.