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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
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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
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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 ->
LLM-Complete: The next 700 programming languages
Why Some Programming Languages Resist LLMs Programming abstractions have always been a trade-off between expressiveness and clarity. Dijkstra argued convincingly that good abstraction lets us think clearer, say what's needed unamb...
Show HN: TOD,a universal Decision model based on Task Oriented Design
Parseclab has released TOD, a small decision model that sits in front of an existing LLM and handles the turns it is confident about, deferring the rest. Built on an open 12-billion-parameter Gemma 4 base, TOD reads text and image...
Mirror Particle is building a ‘world model’ of human behavior
Startups promising to predict human behavior are attracting substantial venture funding. Over the past year, Simile raised $200 million at a $2 billion valuation, Aaru secured $88 million at a $1 billion valuation, and Humans& lau...
latest papersall papers ->
One Figure, Every Canvas: Editable Flowchart Relayout via Agentic Pipeline
The Repurposing Problem in ML Pipeline Figures Machine learning papers rely on pipeline figures to communicate model architectures, data flows, and training procedures. A single diagram must serve multiple output formats: two-colu...
Base Models Can Reason By Taking a Cue From Training Data
The study of reasoning in base models has taken a surprising turn. Rather than relying on reinforcement learning to shape behavior, researchers have found that specific starting token cues can unlock reasoning capabilities already...
TranScope: What the Software Hides About LLM Training Data, the Hardware Reveals at Scale, and Accelerators Magnify
The fundamental assumption that neural network inference can be made truly independent of training data has been called into question. Membership inference, the problem of determining whether a particular datum was part of a model...