Python / Gen AI
Python + DSA
Programming Fundamentals
Basics of Python, variables, loops, functions, and simple programs.
Object-Oriented Programming(OOPs)
Classes, objects, inheritance, polymorphism, and real-world examples.
DataStructures & Algorithms(DSA)
Arrays, lists, stacks, queues, trees, sorting, searching, and problemsolving
Problem-Solving & LogicBuilding
Hands-on coding practice, challenges, and interview-oriented exercises
Foundations
Core Concepts
- Introduction to Programming
- Installing Python & IDE Setup
- Variables & Data Types
- Input / Output
- Operators (Arithmetic, Logical, Comparison)
- Conditional Statements (if, elif, else)
- Loops (for, while)
- Break, Continue, Pass
- Type Casting
- Comments & Documentation
- Basic Debugging
Data Handling
- Strings
- Numbers
- Lists
- Tuples
- Sets
- Dictionaries
Functions
- Defining Functions
- Arguments & Return Values
- Default & Keyword Arguments
- Lambda Functions
- Modules & Packages
- Python Built-in Functions
OOP Concepts
- Classes & Objects
- init() Constructor
- Self keyword
- Methods (instance, class, static)
- Encapsulation
- Abstraction
- Inheritance (single, multilevel, multiple)
- Polymorphism (method overloading / overriding)
- Composition & Aggregation
- Magic / Dunder Methods
- Exception Handling
Practical OOP
- Creating Reusable Classes
- Real-world OOP Projects
- Design Thinking for OOP
Data Structures
- Arrays / Lists
- Strings
- Stacks
- Queues
- Linked Lists (Basics)
- Dictionaries & Sets (Hashing)
- Trees (Introduction Only)
Algorithms & Problem Solving
- Linear & Binary Search
- Bubble Sort
- Selection & Insertion & Merge Sort
- Basic Recursion
- Two-Pointer Problems
- Sliding Window (Basic)
- String Problems
- Math & Logic Problems
- Time Complexity Basics (Big-O)
FullStack Developemnt
Web Fundamentals
Learn the basics of HTML, CSS, and JavaScript to build clean and responsive webpages.
React Frontend Development
Build modern, fast, and interactive user interfaces using React.js.
Backend Development
Create APIs and server logic using Node.js, with authentication and routing.
Databases & Storage
Hands-on coding practice, challenges, and interview-oriented exercises
Web Fundamentals
- HTML5 & CSS3
- Responsive Design
- JavaScript Basics
- DOM Manipulation
- ES6 Features
React Frontend Development
- Components
- Props & State
- Hooks
- Routing
- API Integration (Fetch/Axios)
- Forms & Validation
Backend Development
- Node.js / Express.js (or Python FastAPI)
- REST API Development
- Routing
- Middleware
- Authentication (JWT)
- File Uploads
Databases
- MongoDB
- SQL Basics
- CRUD Operations
- Data Modeling
- Indexing (Basic)
GenAI
GenAIBasics & Prompting
Learn how AI models work and howto write effective prompts foraccurate results.
OpenAI & LLM Integration
Use OpenAI APIs to build chatbots, content tools, and AI-powered features
LangChain & RAG Application
Build smart applications using vector databases, embeddings & document search.
AI Project Development
Create real-world AI apps by combining frontend, backend, and GenAI tools
GenAI Basics
- Introduction to GenAI
- Understanding LLMs
- Prompt Writing Basics
- Prompt Patterns
OpenAI & API Integration
- Using OpenAI API
- Text, Chat & Embedding Models
- Building Simple Chatbots
- API Authentication & Requests
LangChain & RAG
- LangChain Basics
- Embeddings
- Vector Databases (Pinecone / Chroma)
- Document Retrieval (RAG)
AI Applications
- Chatbot Development
- AI Assistants
- Text Generation Tools
- AI Automation Workflows
System Design (LLD)
LLDBasics & Principles
Learn how AI models work and how to write effective prompts for accurate results.
UML & DesignPatterns
Use OpenAI APIs to build chatbots, content tools, and AI-powered features.
Feature-Level Design
Build smart applications usingvector databases, embeddings, & document search.
Coding LLD Solutions
Create real-world AI apps by combining frontend, backend, and GenAI tools.
LLD Basics
- Classes & Responsibilities
- UML Basics
- Modular Design Principles
- SOLID Principles (Basics)
Design Patterns
- Singleton
- Factory
- Strategy
- Observer
- Adapter
Feature-Level Design
- Designing Login Flow
- Designing User Management
- Designing Cart / Orders
- Designing Notifications
Implementing LLD
- Converting Designs to Code
- Class Diagrams
- Sequence Diagrams
- Best Practices for Clean Code
Top 5 Projects You Will Work On
OOPs-Based Project (Python-CLI)
Bank Vault CLI - OOP-Based Bank Management System
Web Fundamentals Project (HTML,CSS,JS)
SmartFolio - Personal Portfolio Website
React.js Project
MovieScope - React TMDB Movie Finder App
Full Stack Project
Vehicle Rental Management System
GenAI RAG-Based Project
DocuAI - Intelligent Document Search Assistant
Career Services At UPVION
Get ready for your dream job! Attend comprehensive industry readiness training with Career Services.
Communication Skills
Interview Preparation Workshop
1:1 Career Mentoring
Project Preparation
Profile Enhancement
Resume Building
Mock Interviews
Placement Support
Online & Offline Batch Flexiblity
Get live training and interaction with trainers through online and offline batch flexibility
Industry-Relevant & Updated Syllabus
Learn the industry's latest tools, techniques & trends.
360 Degree Knowledge Building
Develop practical skills through real-world projects & assignments
1:1 Dedicated Mentorship
Personalized learning experience from experienced industry professionals.