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distilled.
In-depth courses on web scraping, anti-bot evasion, cybersecurity, and networking, plus learning roadmaps for engineers who value their time. No fluff, just the implementation.
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coursesall topics ->
Web Scraping
67 lessons
A complete web scraping course: HTTP and parsing fundamentals, crawling, browsers, anti-bot engineering, and production-scale data pipelines.
01 HTTP Basics for Scraping02 Understanding HTML Structure03 requests, Sessions & Headers
67 lessons · free
start ->
Cybersecurity
42 lessons
Concepts, attack vectors, and defensive techniques for application and network security.
01 Encryption02 Hashing vs Encoding03 Digital Signatures and PKI
42 lessons · free
start ->
featured roadmapsall 39 roadmaps ->
Web Scraping
15 topics
01 Foundations02 Core Concepts03 Intermediate Skills
4 stages open roadmap ->
Cybersecurity
16 topics
01 Foundations02 Offensive03 Defensive
4 stages open roadmap ->
Frontend Development
40 topics
01 Internet Fundamentals02 HTML Fundamentals03 CSS Styling
8 stages open roadmap ->
Backend Development
38 topics
01 Internet & OS02 Languages03 Relational Databases
8 stages open roadmap ->
Python
116 topics
01 Foundations02 Core Concepts03 Intermediate Skills
29 stages open roadmap ->
Machine Learning & AI
17 topics
01 Mathematics02 Fundamentals03 Deep Learning
4 stages open roadmap ->
latest newsall news ->
Show HN: Pots – Open-source Grok Bot alternative, used by 6 startups for a month
AI coworkers have moved beyond command-line chat bubbles. pi-durable-bot, nicknamed Pots, positions itself as an open-source alternative to closed products like Grok Bot, Claude Tag, and Meta Muse. Where those products run on some...
Show HN: Ember.js, Re-Born in Rust
Auric is a Rust framework inspired by Ember.js, designed for building single page applications that compile to WebAssembly. The project targets ambitious Rust developers who want fully typed and fully asynchronous application deve...
The Unexpected AI Stack: C# + .NET
The Unexpected AI Stack: C# + .NET (Part 1) C# and .NET in the agentic era C# and .NET as a stack are probably flying under the radar for many teams building new apps in the agentic era. For teams already using legacy C# and .NET,...
latest papersall papers ->
Video-Coder: Reinforcing Agentic Coding for Video Generation
Recent years have seen video generation models produce frames with striking visual fidelity and smooth temporal transitions. Still, producing videos that respect exact spatial layouts, maintain coherent motion over time, and permi...
Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering
The accuracy of many machine learning estimators depends on the quality and representativeness of training data. In practice, an model can perform well on the majority of records while remaining vulnerable to a small subset of out...
Rethinking Neural Thickets Without Weight Perturbations
The Neural Thickets hypothesis and its geometric claim The Neural Thickets hypothesis, introduced in prior work, posits that pretrained language models lie in dense neighborhoods of task-specific experts in weight space. According...