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DevOpsLinks

A weekly newsletter about SRE, SysAdmin and DevOps news, tools, tutorials and opinions.

Introduction to machine learning with scikit-learn

IPython notebooks from Data School's video tutorials on scikit-learn.

What is Data Science @ O'reilly

_Data scientists combine entrepreneurship with patience, the willingness to build data products incrementally, the ability to explore, and the ability to iterate over a solution. They are inherently interdisciplinary. They can tackle all aspects of a problem, from initial data collection and data conditioning to drawing conclusions. They can think outside the box to come up with new ways to view the problem, or to work with very broadly defined problems: “here’s a lot of data, what can you make from it?”_

The sexiest job of 21st century

_Data scientists today are akin to Wall Street “quants” of the 1980s and 1990s. In those days people with backgrounds in physics and math streamed to investment banks and hedge funds, where they could devise entirely new algorithms and data strategies. Then a variety of universities developed master’s programs in financial engineering, which churned out a second generation of talent that was more accessible to mainstream firms. The pattern was repeated later in the 1990s with search engineers, whose rarefied skills soon came to be taught in computer science programs._

TDB

TensorDebugger (TDB) is a visual debugger for deep learning. It features interactive, node-by-node debugging and visualization for TensorFlow.

Introduction to Machine Learning with Python

Notebooks and code for the book "Introduction to Machine Learning with Python"

TutorGPT

Dynamic few-shot metaprompting for the task of tutoring. 

Deep Diamond

A fast Clojure Tensor & Deep Learning library

fastmath

A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries

golearn

Machine learning for Go.

Software Development Resources for Data Scientists

_Data scientists concentrate on making sense of data through exploratory analysis, statistics, and models. Software developers apply a separate set of knowledge with different tools. Although their focus may seem unrelated, data science teams can benefit from adopting software development best practices. Version control, automated testing, and other dev skills help create reproducible, production-ready code and tools._

go-ml-transpiler

An open source Go transpiler for machine learning models.

therfoo

An embedded deep learning library for Go.

dataframe-go

Dataframes for machine-learning and statistics (similar to pandas).

Bitfalls

Technical news, solidity tutorials, and skeptical research. EN and HR languages.

goml

Machine learning library written in pure Go.

Create Coding Tutorials

Takes your code and develops a self-paced tutorial for your students.

hopfield-networks

Hopfield Networks for unsupervised learning in Haskell. **[Deprecated]**

PySpark Cheatsheet

PySpark Cheatsheet - Tutorials

Bitcoin and Cryptocurrency Course

Bitcoin and Cryptocurrency Technologies course. 12 videos, each 45-90 mins.

gold

A reinforcement learning library.

Smile

Statistical Machine Intelligence & Learning Engine.

tensor-js

A deep learning library for the browser, accelerated by WebGL and WebAssembly.

Knet

Koç University Deep Learning Framework.

Referral Marketing

and [Mobile Referral Marketing](https://www.referralsaasquatch.com/ultimate-guide-to-mobile-referral-marketing/) can give you word-of-mouth growth. For inspiration check [51 Best Referral Program Examples of 2016](https://www.referralsaasquatch.com/ultimate-guide-to-mobile-referral-marketing/). Thes

Data science your way

Data science your way - Tutorials

Canvas LMS

Access Canvas LMS (Instructure) for course data, assignments, grades, and submissions. Use when checking due dates, viewing grades, listing courses, or fetching course materials from Canvas.

DataCamp Cheatsheets

Cheatsheets for data science.

Weka

Weka is a collection of machine learning algorithms for data mining tasks.

SystemML

flexible, scalable machine learning (ML) language.

Tribou

A machine learning library written in Java by Oracle.

Tetra Scar Safety

Agent safety that learns from incidents. Reflex arc blocks repeat threats without LLM calls.

kNear

JavaScript implementation of the k nearest neighbors algorithm for supervised learning.

Learn DevOps

Learn DevOps on LabEx through culture and toolchain courses plus CI/CD and ops labs. DevOps courses and labs from the MCP catalog; align picks with how LabEx...

MLJ

A Julia machine learning framework.

College Exam Sprint

面向大学课程期末复习的 OpenClaw 助学 skill，支持首次建档、20 天总计划、每日任务、当日小测、进度反馈与动态调整；适配计算机网络、数据结构、高等数学等课程。

bye

A comprehensive skill about "Bye" and farewells — exploring the rich history, etymology, cultural traditions, psychology, and art of saying goodbye across th...

8 Email Pitch Templates to Partner with Influencers

by Sapph. Nice guides & examples for asking promotion, contribution, partnership or review from the influencer. Customize and use them!

Daily Brain

每日脑力训练 — 逻辑推理、数学速算、记忆挑战、文字谜题，游戏化精美卡片呈现， 含难度自适应分级和连续打卡追踪。每天一道精选题目锻炼大脑，保持思维敏锐。 Daily brain training: logic puzzles, math speed drills, memory challenges, and w...

Explainer Video Online

Skip the learning curve of professional editing software. Describe what you want — turn this script into an explainer video with voiceover and animated slide...

Free Photo To Video Ai

Skip the learning curve of professional editing software. Describe what you want — turn these photos into a video with transitions and background music — and...

Instacart

Place grocery orders on Instacart via browser automation. Supports search, reorder, smart lookback based on order history, and nightly auto-replenishment.

MYR

Capture, verify, search, export, import, and synthesize Methodological Yield Reports to compound OODA cycle learnings across Starfighter/Pistis intelligence...

Qbittorrent Api

Use when working with qBittorrent Web API - adding torrents, managing downloads, checking status, or any qBittorrent automation task. Includes curl examples...

Homemade Machine Learning

Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Free Unified Video Lyrics

Skip the learning curve of professional editing software. Describe what you want — sync song lyrics as animated captions across all scenes in one unified sty...

Status Page Gen

Generate a dark-theme static HTML status page with health checks, ping, SSL cert validation, and uptime history for self-hosted services.

Free Music Cog

Skip the learning curve of professional editing software. Describe what you want — add free background music to my video automatically — and get music-backed...