I. Foundations
Core AI & ML guides to ground your learning journey.
AI - Definitive Guide
Foundational principles powering intelligence.
Generative AI - Essentials
How generative systems create text, image, and video.
Machine Learning - Overview
From data to predictive insights.
Data Science - Comprehensive Guide
Tooling, skills, and workflows.
Data Engineering - Essentials
Pipelines, storage, and reliability.
AI - Key Aspects
Concepts every practitioner should know.
II. Large Language Models (LLMs)
Explore providers, architectures, and application patterns.
Open Models & GPT Landscape
OSS vs proprietary, when to choose which.
GPT‑5 : Architecture & Migration
Capabilities, safety, upgrade paths.
Claude 3.7 Sonnet - Upgrades
Speed, reasoning, and trade‑offs.
Gemini 2.5 Pro : Advancements
Multimodal context and orchestration.
Mistral Large 2 - 128k Context
Multilingual performance and edge cases.
Alibaba Qwen3 - Max & Omni
Efficiency and long‑context behavior.
III. Prompt Engineering
Techniques, frameworks, and business‑ready playbooks.
Prompt Engineering - Mastery
Main learning hub and syllabus.
Prompt Engineering - Overview
Core patterns that actually work.
Hands‑on Prompting Guide
From roles to stepwise strategies.
Prompt Frameworks
Reusable templates for teams.
For Business Leaders
Value, risk, and governance.
Context vs Prompt
When prompts aren’t enough.
IV. Retrieval‑Augmented Generation (RAG)
Blend search + synthesis for grounded answers.
V. AI Agents
From single‑agent tools to multi‑agent orchestration.
What are AI Agents?
Autonomy, tools, and memory.
The Future of AI Agents
Where agentic systems are heading.
AutoGen vs CrewAI
Multi‑agent frameworks in practice.
AgentKit vs Zapier vs n8n
Automation and integrations.
Vibe Coding
Natural‑language dev workflows.
Manus AI - Autonomous Workforce
Teams of task‑driven agents.
VI. Contextual Engineering
Design the layer that connects models, memory, tools, and users.
VII. Agentic AI
From reasoning to collaboration - systems that plan and act.
VIII. AI Protocols
Interoperability stacks for agents and tools.
IX. AI Research & Media
Stay current with newsletters and visual stories.
AI Newsletter - Nov 28, 2024
Highlights & breakthroughs.
AI Newsletter - Oct 25, 2024
Models, tools, and trends.
AI Newsletter - Nov 01, 24
Roundups and insights.
Web Story - Vibe Coding
Natural language dev flows.
Web Story - AI Engineering Roadmap
Skills and milestones.
Web Story - Prompt Engineering Roadmap
From basics to mastery.
