Practical AI Course
80% practical — build and deploy your own AI project
About this course
Practical AI is a hands-on, beginner-friendly AI course. In four weeks you'll go from using AI tools and APIs to building chatbots, training machine-learning models, understanding neural networks and LLMs, and finally building and deploying your own AI application with RAG — an AI that answers from your own documents.
Tools & technologies you'll use
AI APIs & LLMs
Python
TensorFlow
PyTorch
What you'll be able to do
- Use AI tools and AI APIs, and write effective prompts
- Build your own AI chatbot
- Prepare datasets, then train and test machine-learning models
- Understand neural networks, LLMs and embeddings
- Build a RAG app that answers questions from your own documents
- Deploy your own AI project online
Syllabus
4 modules · 25 classes · tap a module to see what's covered
01Week 1 — AI Foundations6 Days
- AI tools & AI APIs
- Prompting
- Your first AI application
- Build an AI chatbot
02Week 2 — Machine Learning6 Days
- Datasets & data preparation
- Train a model
- Test a model
- Build a prediction system
03Week 3 — Neural Networks & Generative AI6 Days
- Neural networks
- Train your own small model
- LLMs & embeddings
- Using pre-trained models
04Week 4 — Build Your Own AI7 Days
- RAG — give AI your own documents
- Build an AI application
- Connect frontend & backend
- Deploy your own AI project 🚀
Who this course is for
- Beginners curious about AI and machine learning
- Students who want an AI project on their CV
- Developers who want to add AI features to their apps
- Business owners exploring AI for their work
Frequently asked questions
How much does the Practical AI course cost?
The Practical AI course costs NPR 9,000 (regular price NPR 13,000 — save 30% with our startup offer). Message us on WhatsApp for current batch dates.
How long is the Practical AI course?
1 month · 25 classes of live online classes, Sunday to Friday (Saturday off), with hands-on practice in every class.
Are the classes online? Can I join from outside Hetauda?
Yes. All classes are live and online, so you can join from Hetauda, Kathmandu, Pokhara or anywhere in Nepal — you only need a laptop and an internet connection.
Do I need prior experience?
No. This is a beginner course — we start from the basics, so you only need a laptop or computer and an internet connection.
How do I enroll?
Register on our learning app (app.astraedtech.com.np) or message us on WhatsApp at +977-9702289595 and we will help you choose a batch and complete enrollment.
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