AI যুগে কাজের গতি বহুগুণ বাড়ান। ChatGPT, Claude, Gemini, Copilot, Midjourney — সব AI টুলের মাস্টারক্লাস। প্রম্পট ডিজাইন, RAG, Agent, Automation — ৫০টি টপিক সম্পূর্ণ বাংলায়।
কৃত্রিম বুদ্ধিমত্তার স্তরবিন্যাস এবং LLM কীভাবে কাজ করে
Token কী, pricing কীভাবে হিসাব হয়, cost কমানোর কৌশল
কেন হয় hallucination, কীভাবে কমাবেন, verification workflow
ChatGPT, Claude, Gemini, Cursor, Midjourney — সব tool এর তুলনা
ডেটা নিরাপত্তা, copyright, bias, deepfake, company policy
RTCFE framework: Role, Task, Context, Format, Examples
In-context learning ও reasoning prompts
System vs user prompt, Custom GPT, Claude Projects
Sampling parameter, structured output, function calling
Persona, Reflection, Flipped Interaction — reusable pattern
A/B testing, eval, feedback loop, version control
Direct/indirect injection, jailbreak, defense strategies
Copilot, Cursor, Claude Code — effective use
Tone, audience, SEO, brand voice
Code Interpreter, pandas, SQL generate, chart
Image prompt, style, aspect ratio, advanced technique
Sora, Runway, ElevenLabs, Suno — creative workflow
Source-backed research, long doc, citation
Meeting AI, email draft, task, calendar
Personalized tutor, Feynman technique, spaced repetition
Fiction, screenplay, game design, brand story
Vector DB, embedding, chunking, your data + LLM
ReAct, tool use, planning, multi-agent
Model Context Protocol, standard tool interface
No-code AI workflow, trigger, multi-step
Build personal assistant, knowledge base, distribute
API basics, authentication, model selection, streaming
Claude features, system prompt, prompt caching 90% off
Chain, agent, memory, RAG framework
Self-host model, privacy, no API cost
When to fine-tune, LoRA, dataset prep, evaluation
Stateless, conversation, RAG, agent — design patterns
LLM observability tools, debugging production issue
Cursor, Windsurf, Claude Code — daily workflow
High-level intent → AI implements, spec-first approach
Identify opportunity, ROI calc, implementation roadmap
AI Engineer, Prompt Engineer, freelance — career guide
একাধিক agent মিলে complex task — researcher, writer, reviewer pattern
Production-grade RAG: vector DB, chunking strategy, reranker, evaluation
No-code/low-code AI automation, business process integration
GPT-4o, Gemini, Claude vision; Whisper, ElevenLabs; image/video gen
No-code AI assistant build, knowledge base, instructions, action
AI startup playbook, pricing, GTM, niche selection, scaling
Long-term memory, user profile, preference learning, MemGPT, Letta
Daily AI routine, prompt library, second brain, automation system
AGI debate, multimodal, agent ecosystem, regulation