PythonDataScienceHandbook
OSQuery
| PythonDataScienceHandbook | OSQuery | |
|---|---|---|
| 98 | 44 | |
| 41,593 | 21,371 | |
| - | 0.5% | |
| 0.6 | 8.8 | |
| 18 days ago | 3 days ago | |
| Jupyter Notebook | C++ | |
| MIT License | GNU General Public License v3.0 or later |
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PythonDataScienceHandbook
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About Data analyst, data scientist and data engineer, resources and experiences
Python Data Science Handbook
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Where to learn data science with python??
Python Data Science Handbook — learn to use Python libraries such as NumPy, Pandas, Matplotlib, Scikit-Learn, and related tools to effectively store, manipulate, and gain insight from data
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Book Recommendations
I don't know what tools you will be using but if you will be using Python you can start with Python Data Science Handbook by Jake VanderPlas and Data Science & Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting DataData Science & Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data which gives a very good outlook on the data science and big data frame work. PS: Jake's book is also available as jupyter notebooks so you can read and run the code at the same time.
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Other programing options?
Python Data Science Handbook by Jake VanderPlas (https://jakevdp.github.io/PythonDataScienceHandbook/)
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Pathways out of GIS?
Otherwise you can work through courses on Datacamp, Coursera, Udemy, etc, or check out this book for a more general non-spatial perspective.
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Mastering Data Science: Top 10 GitHub Repos You Need to Know
7. Data Science Handbook Are you looking for a comprehensive guide to data science with Python? Look no further than the Data Science Handbook by Jake VanderPlas. This repository contains the entire book, which introduces essential tools and techniques used in data science, including IPython, NumPy, Pandas, Matplotlib, and Scikit-Learn. It’s a fantastic resource for anyone looking to deepen their understanding of data science concepts and best practices.
- Help a lady out (career advice(
- Resources for Current DE Interested in Learning Data Science
- Good book or course to learn Python for someone who is fluent in R?
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Python equivalent to R's ecosystem of open source educational materials
I can recommend https://jakevdp.github.io/PythonDataScienceHandbook/
OSQuery
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Ask HN: SQLite in Production?
Perhaps the OP means OsQuery: https://github.com/osquery/osquery
OsQuery is an SQLite extension consisting of hundreds of virtual tables
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Osquery: An sqlite3 virtual table exposing operating system data to SQL
There's at least one open data quality issue for `process_open_sockets` on macOS[1]. It's a few years old however and, if you aren't seeing that casting error, you probably aren't hitting it. But that's a good example of the kind of debt that's been built up over time.
(In terms of general purpose/flexible tooling, I'm not aware of a close replacement for osquery.)
[1]: https://github.com/osquery/osquery/issues/6319
- SQLite virtual table to query operating system data via SQL
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Show HN: Natural Language to SQL "Text-to-SQL" API by Dataherald
The largest we have successfully deployed is on the OSQuery schema https://osquery.io/ which is 277 tables and lots of business context (malwares, vulnerabilities, Windows registry keys, etc).
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Alternative to Endpoint Protector?
From a self hosted standpoint OSQuery or Wazuh are your best bets for monitoring USB devices. Windows makes blocking really challenging and I’m not aware of any “free” solutions that attempt it.
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Firewall rules beyond "deny incoming, enable only the ports that you need"
Configure auditd to monitor host activity: https://izyknows.medium.com/linux-auditd-for-threat-detection-d06c8b941505 or osquery: https://osquery.io/ (or similar software: filebeat for example).
- Craziest thing I ever used SQLite for: partial file deduplication
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Best Websites For Coders
OS Query : Easily ask questions about your Linux, Windows, and macOS infrastructure
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Tool that let you know see EXE file on multiple PC?
Osquery + Fleet. https://osquery.io/ https://fleetdm.com/, using the two allows you to build a query to answer what ever questions you (or an auditor) might have about your environment.
- Osquery: SQL powered operating system instrumentation
What are some alternatives?
django-livereload-server - Livereload functionality integrated with your Django development environment.
Wazuh - Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
OSSEC - OSSEC is an Open Source Host-based Intrusion Detection System that performs log analysis, file integrity checking, policy monitoring, rootkit detection, real-time alerting and active response.
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
falco - Cloud Native Runtime Security
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
lynis - Lynis - Security auditing tool for Linux, macOS, and UNIX-based systems. Assists with compliance testing (HIPAA/ISO27001/PCI DSS) and system hardening. Agentless, and installation optional.
devdocs - API Documentation Browser
Suricata - Suricata is a network Intrusion Detection System, Intrusion Prevention System and Network Security Monitoring engine developed by the OISF and the Suricata community.
react-bits - ✨ React patterns, techniques, tips and tricks ✨
SaltStack - Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here: