REMESYS TECH LEARNING SOLUTION · www.remesys.in
ARTIFICIAL
INTELLIGENCE
Welcome to the Future, Class 12! 🚀
SG
Snehargha Ghosh
AI Instructor & Lead Educator · Remesys
⏱ 60-MIN DEMO CLASS
🧠 AI & GENERATIVE AI
🇮🇳 REMESYS.IN
✨ LIVE DEMO INCLUDED
INPUT HIDDEN OUT x1 x2 x3 ŷ
SEGMENT 01 · 0–10 MIN
What is Artificial Intelligence?

"Teaching machines to think, learn & decide — like humans, but millions of times faster."

Your brain learns from experience — touch a hot pan, learn: hot = pain. AI does the same, but instead of one experience it processes millions of examples in seconds.

Machine LearningDeep LearningNeural NetworksNLPComputer VisionGenerative AI

🔥 Fun Fact: You interact with AI over 50 times per day without realising it. Every Google search, Instagram filter, WhatsApp autocomplete — that's AI.

AI is Everywhere Around You
📱
Face Unlock
Your phone uses facial-recognition AI every time you unlock it.
🎵
Spotify / YouTube
AI predicts which song or video you'll love before you do.
🛒
Flipkart / Amazon
AI recommends products before you even know you want them.
🗣️
Siri / Alexa / Google
Voice assistants understand natural speech and respond intelligently.
SEGMENT 01 · HOW AI LEARNS
How Does AI Actually Think? 🧠
🧠 The 4-Step Learning Process
STEP 1 — DATA
Feed it millions of examples
AI needs data — images, text, numbers, audio — just like you need examples to understand a concept.
STEP 2 — TRAINING
AI finds patterns automatically
A neural network adjusts millions of internal parameters to discover hidden patterns in all that data.
STEP 3 — LEARNING
Makes mistakes, then corrects itself
"Backpropagation" — AI compares its guess to the right answer and fixes its weights. Thousands of times over.
STEP 4 — INFERENCE
Now it can predict on new data!
After training it handles brand-new situations it has never seen — just like you after studying for board exams!
⚡ Analogies You'll Instantly Get
🏏 Learning Cricket  vs  AI Learning
YOU
Watch 100 matches → spot patterns → predict next ball
AI
Analyse 1,000,000 matches → find hidden patterns → predict with 95% accuracy
📚 Studying for Boards  vs  Model Training

Study past papers → find important topics → ace the exam.
AI trains on data → finds patterns → makes predictions.
Same concept. Completely different scale.

🎯
The Key Insight
AI doesn't need to be programmed with rules. It discovers the rules itself from data. That's the magic!
SEGMENT 02 · 10–20 MIN
The AI Family Tree 🌳
🤖 Machine Learning 🧠 Deep Learning ✨ Generative AI 🦾 Agentic AI 💬 LLMs 🔍 RAG
✨
Generative AI
AI that creates — text, images, music, code, videos.

ChatGPT, DALL·E, Midjourney, Sora.
📝 Writes essays · 🎨 Creates art · 🎵 Composes music
🦾
Agentic AI
AI that acts autonomously — browses the web, writes code, sends emails, completes complex tasks all by itself.
🌐 Browses web · 💻 Writes code · 📋 Plans tasks
💬
Large Language Models
The brain behind most AI — trained on the entire internet's text.

GPT-4, Claude, Gemini, Llama.
🤝 ChatGPT · 🔮 Claude · ♊ Gemini · 🦙 Llama
🔍
RAG — Retrieval Augmented Generation
AI that searches a database first, then generates answers with real up-to-date info. Like an open-book exam for AI!
🧬
Multimodal AI
Understands text + images + audio + video together. GPT-4o, Gemini — sees, reads, hears all at once!
SEGMENT 02 · LIVE DEMO 🔴
Let's Talk to AI — Right Now! ⚡
⚡ Live AI — Ask Anything
remesys-ai-demo v1.0
remesys@ai:~$ connecting to AI model…
✓ Connected to Claude AI (Anthropic)
✓ Model: claude-sonnet-4
✓ Ready! Type a question below and press Ask AI ⚡
you:
🤯 What Just Happened? (The Science)
Your QuestionInput text
→
TokenizationSplit to tokens
→
175B+ ParamsNeural Network
→
Answer!Generated text
🧮 Mind-Blowing Numbers
175B
Parameters in GPT-3
1T+
Tokens trained on
<1s
Response time
96%
Benchmark accuracy
🌐 Who Builds These?
OpenAI (ChatGPT) · Anthropic (Claude) · Google (Gemini) · Meta (Llama) · IIT / IISc (BharatGPT) — and soon, YOU!
SEGMENT 03 · 20–30 MIN
Why YOU Must Learn AI Right Now 🔥
💼 The Job Revolution
🤖
AI / ML Engineer
₹18L – ₹60L per year
🔥 Highest demand in 2025–26
📊
Data Scientist
₹12L – ₹45L per year
📈 500,000+ open positions in India
✨
Generative AI Specialist
₹20L – ₹80L per year
🚀 Brand new role — zero competition
🌐
AI Product Manager
₹25L – ₹1Cr+ per year
🏢 Google, Meta, Amazon, Flipkart
🌍 The Global AI Boom
$1.8T
AI Market by 2030
97M
AI Jobs by 2025
40%
Jobs need AI skills
85%
Companies hiring AI
⚠️
The Hard Truth
By 2030, AI will automate 300 million jobs. But the people who build and use AI will be the most valuable professionals on Earth.

You have a choice: Be replaced by AI, or be the one who builds it.
🇮🇳
India's AI Moment
India is building its own AI models (BharatGPT!) and the government has committed ₹10,000 crore for AI. Indian engineers are leading the global AI revolution.
SEGMENT 04 · 30–40 MIN
What You'll Master at Remesys 🏆
📚 Learning Roadmap
Foundation
Python · Data Science · Statistics
The bedrock every AI engineer needs
01
Core AI
Machine Learning · Neural Networks · Deep Learning
Build models that learn from data
02
Generative AI
LLMs · Prompt Engineering · Fine-tuning · RAG
Create text, images, code with AI
03
Agentic AI
AutoGPT · LangChain · CrewAI · Multi-Agent Systems
Build autonomous AI that works for you
04
Real Projects
15+ Industry Projects · Portfolio · Job-Ready
Build the projects that get you hired
05
🛠️ Real-World Projects You'll Build
🏥
Medical AI Diagnostic System
Detect diseases from X-rays — same tech used in real hospitals. TensorFlow + Computer Vision.
TensorFlowCNNOpenCV
💬
Your Own Chatbot (Like ChatGPT!)
Conversational AI with memory, personality, and live internet search.
LangChainGPT-4RAG
📈
Stock Market AI Predictor
LSTM neural network trained on real NSE/BSE data to predict next-day prices.
LSTMPyTorchPandas
🌾
AgriBot — AI for Indian Farmers
Crop disease detection + weather + mandi prices + Hindi voice. DARPA-level!
CrewAIVision AILLM
SEGMENT 03 · DEEP DIVE
Inside the AI Brain 🧬
🔬 Neural Network — Click to Activate!
What is a Neural Network?
Your brain has 86 billion neurons connected by synapses. When you learn, those connections strengthen.

An artificial neural network does the same — millions of digital neurons connected by "weights". Training = strengthening the right connections.
🎮 CLICK on any neuron to see signal flow!
INPUT HIDDEN LAYERS OUT x1 x2 x3 ŷ
🌊 Agentic AI — The Next Frontier
What is an AI Agent?
An AI agent doesn't just answer questions — it takes actions.
Tell it "Plan my birthday party" and it will:
Search venues → Check calendar → Book restaurants → Send invites → All by itself!
Agent Workflow:
🎯
PERCEIVE
Read env
→
🧠
REASON
Plan steps
→
⚡
ACT
Use tools
→
🔄
OBSERVE
Check result
→
✅
DONE!
Task complete
🔬 Agent Project You'll Build
LangChain CrewAI AutoGPT

Personal Research Agent — searches the web, reads papers, summarises findings, writes a full report. Completely automatically!
🛠️ Tools You'll Master:
TensorFlowPyTorchscikit-learnHuggingFaceLangChainOpenAI APIPandasNumPyFastAPI
SEGMENT 05 · 40–50 MIN
Choose Your AI Journey 🚀

Government Approved · NSQF aligned · 40% Spot Discount on All Courses

40% OFF
3 MONTHS · NSQF LEVEL 4
AI Basic
🌱 Foundation Level
₹11,999
₹5,999
✓ Python for AI
✓ Data Science Basics
✓ Machine Learning Intro
✓ 4 Real Projects
✓ NSQF Certificate
40% OFF
6 MONTHS · NSQF LEVEL 5
AI Intermediate
⚡ Builder Level
₹24,999
₹11,999
✓ All Basic content
✓ Deep Learning
✓ NLP & Computer Vision
✓ 8 Real Projects
✓ Internship Support
40% OFF
9 MONTHS · NSQF LEVEL 6
AI Advanced
🔥 Expert Level · POPULAR
₹39,999
₹23,999
✓ All Intermediate
✓ Generative AI & LLMs
✓ RAG & Fine-tuning
✓ 12 Real Projects
✓ Placement Assistance
40% OFF
12 MONTHS · NSQF LEVEL 7
AI Diploma
👑 Master Level · PREMIUM
₹79,999
₹47,999
✓ Complete AI Mastery
✓ Agentic AI Systems
✓ 15+ Industry Projects
✓ Research Projects
✓ 100% Placement Drive
🇮🇳
Govt. of India Approved · NSQF Aligned · NiELIT Aligned · More Advanced
All Remesys AI courses are aligned with the National Skills Qualifications Framework (NSQF), recognised by Ministry of Education, Govt. of India. Valid for government jobs, higher education, and international recognition.
Admission Fee
₹1,000
one time only
SEGMENT 05 · WHAT YOU GET
The Remesys Advantage 💎
🎁 Included With Every Course
👕
Exclusive Remesys T-Shirt — Wear your AI identity proudly
🪪
Student ID Card — Official Remesys membership
🖥️
State-of-Art LMS — World-class learning management system
👨‍👩‍👧
Parent Progress Dashboard — Parents monitor your learning in real-time
🤖
Access to Remesys AI Models — Custom AI models built just for students
🕐
24/7 AI Doubt Clearing — AI tutor always awake, answers in seconds
🌍
Learn Anywhere, Anytime — Access content from anywhere in the world
🔴
Missed a Class? — Watch full recording in LMS. Nothing missed, ever!
💻
Cloud Practice IDE — Code and train models from home with GPU access
🧠 The Remesys Difference
🎓
MIT & Harvard Level Curriculum
Based on MIT OpenCourseWare, Stanford CS229, and industry standards from Google DeepMind, Anthropic, and OpenAI. The absolute best.
⚗️
Hands-On from Day 1
No boring theory-only classes. Every lesson has live coding, real datasets, and working demos. You build something every single day.
🏭
Industry-Ready Skills
We use the same tools as Google, Amazon, and startups: TensorFlow, PyTorch, HuggingFace, LangChain, OpenAI API, and 40+ more.
🌐 www.remesys.in
India's Premium AI Learning Institute. Building the next generation of AI engineers, researchers, and entrepreneurs. Government-approved. Industry-aligned. Future-proof.
🏆 REMESYS TECH LEARNING SOLUTION
YOUR AI
JOURNEY
STARTS NOW

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₹1K
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Thank you, Class 12! Any questions? Ask Snehargha Sir anything! 🙋‍♀️✨