💼 Job Opportunities
Full Stack Python Developer, React js developer
📚 Curriculum (9 Units)
Unit 1: Fundamentals of IT 11 topics
Intro Video — Full Stack Dev with AI
Full stack overview, AI tools in 2025, Python Full Stack career paths and salary data.
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Types of Applications
Web, mobile, desktop, PWA, SaaS. When Python backend is the right choice.
SDLC — Software Development Life Cycle
6 phases of SDLC. How Python projects follow SDLC in real companies.
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Agile Methodology
Scrum, sprints, standups, retrospective, Kanban. Sprint board hands-on.
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Types of Roles & Responsibilities
Frontend, Backend, Full Stack, DevOps, QA roles. Python developer market in India.
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AI Tools for Developers
ChatGPT, Claude, Cursor, Copilot. Demo: generate Python function and React component with AI.
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Static vs Dynamic Websites
Differences, use cases. Python-powered dynamic sites (Django, Flask).
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Hosting — Normal & Vercel
cPanel, Vercel for frontend, Render/Railway for Python backend (intro).
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GitHub — Version Control Basics
Git fundamentals, push Python + HTML project to GitHub.
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Chrome DevTools for Developers
Elements, Console, Network, Sources tabs. Debug a broken webpage.
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UI/UX Basic Rules
8 design principles, common mistakes, Figma wireframing intro.
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Unit 2: HTML5 8 topics
Introduction to HTML & Heading Tags
Document structure, h1-h6, meta charset, title. First webpage.
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Fonts, Images & Hyperlinks
Text formatting, img, Google Fonts, anchor tags.
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Marquee, Paragraph & Tables
p, br, hr, marquee. Table structure with colspan and rowspan.
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Multimedia Tags
video, audio, iframe, source element.
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HTML Forms — Complete Guide
All input types, textarea, select, label, fieldset. Validation attributes.
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Semantic HTML5
header, nav, main, section, article, aside, footer. SEO and accessibility.
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SEO-Friendly HTML
Title, meta description, heading hierarchy, alt text, og: tags.
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Meta Tags & Performance Optimization
viewport, charset, robots, lazy loading, preconnect, Core Web Vitals.
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Unit 3: CSS3 & Bootstrap 13 topics
CSS Syntax, Selectors & Specificity
All selector types, specificity rules, !important.
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Colors, Fonts & Text Styling
Color formats, CSS variables, Google Fonts, text properties.
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Box Model — Margin, Padding, Border
box-sizing, margin collapse, DevTools debugging.
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Positioning — Relative, Absolute, Fixed, Sticky
All position values, z-index, stacking context.
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Flexbox — 1D Layouts
All flex properties. Build responsive navbar.
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CSS Grid — Advanced Layouts
Grid properties, fr, auto-fit, named areas. Dashboard layout.
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Responsive Design & Media Queries
Mobile-first, breakpoints, responsive images, clamp().
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Project 1 — HTML & CSS Website
Multi-page responsive website with pure HTML + CSS.
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Projects — 5 Custom Themes
5 responsive themes: Portfolio, Agency, Restaurant, Tech Startup, E-commerce.
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Git & GitHub Basics
Branching, merging, pull requests, GitHub Pages.
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Project Deployment — Netlify & Vercel
Deploy via GitHub, custom domains, auto HTTPS.
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Bootstrap 5 — Complete Guide
Grid, utilities, all key components.
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Project with No Custom CSS — Bootstrap Only
Full admin dashboard with Bootstrap only.
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Unit 4: JavaScript + ES6 31 topics
JavaScript Introduction
What is JS, script tag, browser engine, console.log.
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Variables, Outputs & Popups
var, let, const, hoisting, alert, prompt, confirm.
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Data Types & Arrays
Primitives, typeof, array methods.
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for-in & for-of Loops
for, while, do-while, for...in, for...of, forEach.
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DOM Manipulation
querySelector, createElement, appendChild, innerHTML, classList.
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Event Handling — Click, Input, Keyboard
addEventListener, event object, common events.
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Event Bubbling & Delegation
Propagation, stopPropagation, preventDefault, delegation.
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LocalStorage & SessionStorage
setItem, getItem, removeItem, storing objects.
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Fetch API Basics
fetch(), .then/.catch, response.json(), GET to public API.
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Basic Functions & ES6 Arrow Functions
Declarations, expressions, defaults, arrow functions.
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Template Literals
Backtick syntax, ${}, multi-line strings.
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Destructuring
Array and object destructuring, nested, parameters.
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Spread & Rest Operators
Spread for copy/merge, rest for arguments.
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Modules — Import & Export
Named, default, aliases, module bundling concept.
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Optional Chaining
?. operator, ?.(), ?? nullish coalescing.
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Array Methods — map, filter, reduce
map, filter, reduce, find, some, every, flat.
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Closures & Hoisting
Hoisting mechanics, closure use cases.
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Prototypes & Inheritance
Prototype chain, Object.create(), constructor functions.
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Classes & OOP in JavaScript
class, constructor, extends, super, static, private fields.
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Functional Programming Concepts
Pure functions, immutability, HOFs, composition, currying.
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Callbacks & Promises
Callback pattern, Promise states, chaining.
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Async/Await
async/await syntax, try/catch, converting chains.
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Promise APIs — all, race, allSettled, any
Parallel async operations patterns.
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Error Handling
try/catch/finally, Error object, custom errors.
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REST APIs
HTTP methods, status codes, Postman testing.
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Fetch & Axios
fetch full guide, Axios with interceptors.
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JSON Handling
JSON.parse, JSON.stringify, nested data.
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Authentication Basics
Auth vs authorization, JWT structure and flow.
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CORS
Same-origin policy, CORS headers, fixing CORS errors.
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Form Validations
HTML5 validation, custom JS, regex patterns.
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TypeScript Basics
Types, interfaces, union types, type inference.
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Unit 5: Modern React with Vite 40 topics
React Intro — VDOM, Babel & Node
Virtual DOM, Babel, Node.js tooling, Vite setup.
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JSX Syntax
JSX rules, {}, Fragment, className, htmlFor.
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Components (Functional), Props & Composition
Functional components, props, children, composition.
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useState — Number, Form, Object
useState for all data types.
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Event Handling & Controlled Forms
Synthetic events, controlled inputs, form state.
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Conditional Rendering
&&, ternary, if/else, loading/error states.
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Lists & Keys
map() in JSX, key prop importance.
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useEffect & useContext
Side effects, dependency array, cleanup, useContext.
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Custom Hooks
useFetch, useLocalStorage, useDebounce custom hooks.
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Context API — Global State
createContext, Provider, useContext, theme/auth context.
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React Router v6 — Navigation
BrowserRouter, Routes, Link, useNavigate, useParams, protected routes.
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Code Splitting & Lazy Loading
React.lazy, Suspense, route-based splitting.
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Error Boundaries
componentDidCatch, fallback UI.
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React 19 Latest Features & Server Components
React 19 changes, Server vs Client components, use().
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Suspense Improvements
Suspense for data fetching, streaming, Next.js integration.
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Streaming UI
Streaming HTML, progressive rendering, TTFB.
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Server Actions
React 19 Server Actions, form actions, useOptimistic.
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Context API — Advanced Patterns
Multiple contexts, Context + useReducer, performance.
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useReducer
useReducer, reducer function, dispatch, cart example.
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Redux Toolkit
configureStore, createSlice, useSelector, useDispatch.
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Zustand — Lightweight State Management
create() store, persist middleware.
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Fetch & Axios in React
useEffect + fetch, Axios interceptors, JWT.
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TanStack Query (React Query) 🔥
useQuery, useMutation, caching, invalidation.
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GraphQL with Apollo Client
GraphQL vs REST, Apollo Client, useQuery.
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Tailwind CSS with React 🔥
Utility-first, responsive, dark mode, config.
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CSS Modules
Scoped styles, importing as object.
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Styled Components
CSS-in-JS, dynamic styles, ThemeProvider.
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Next.js — App Router & Server Components
App Router, Server/Client components, layouts.
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Next.js — SEO & API Routes
Metadata API, og images, API routes, data fetching.
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Memoization — React.memo, useMemo, useCallback
Re-render prevention, Profiler tool.
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Lazy Loading in React
Image lazy loading, React.lazy, Intersection Observer.
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Code Splitting Strategies
Route-based, component-based, bundle analysis.
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Firebase Integration
Firestore CRUD, Firebase Auth, Storage.
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Firebase — Small Project
Real-time app with Auth + Firestore + Storage.
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Prettier & Code Formatting
Prettier config, ESLint integration, Husky.
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CI/CD Basics
GitHub Actions, automated test and deploy.
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Deployment in Vercel
GitHub connect, auto-deploy, env variables.
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Deployment in Netlify
Build config, _redirects, Netlify forms.
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Docker for React Apps (Advanced)
Dockerfile, docker-compose multi-container.
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Redis Cache Database
Redis data structures, ioredis, caching API responses.
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Common Unit: Oracle 26c AI — SQL & Database Design 24 topics
Introduction to Databases & RDBMS
Database fundamentals, RDBMS concepts, Oracle 26c AI overview, Oracle Cloud Free Tier, SQL Developer and SQL*Plus.
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SQL Basics — SELECT & FROM
SELECT, FROM, column aliases, DISTINCT, Oracle DUAL, NVL/COALESCE.
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Filtering with WHERE Clause
WHERE with all operators, BETWEEN, IN, IS NULL, LIKE, AND/OR/NOT.
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Sorting & Limiting Results
ORDER BY, NULLS FIRST/LAST, FETCH FIRST n ROWS ONLY, OFFSET pagination.
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Aggregate Functions & GROUP BY
COUNT, SUM, AVG, MIN, MAX, LISTAGG, GROUP BY, HAVING, ROLLUP, CUBE.
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JOINs — INNER, LEFT, RIGHT, FULL OUTER
All JOIN types, Self JOIN, CROSS JOIN, Oracle (+) syntax.
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Subqueries & CTEs
Scalar, correlated, inline view subqueries. WITH clause CTEs, recursive CTE.
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Window Functions
ROW_NUMBER, RANK, DENSE_RANK, LEAD, LAG, running totals with OVER PARTITION BY.
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DDL — CREATE, ALTER, DROP
CREATE/ALTER/DROP TABLE, TRUNCATE vs DELETE, CTAS.
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Constraints — PK, FK, UNIQUE, CHECK, NOT NULL
All constraint types, ON DELETE options, deferrable constraints.
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DML — INSERT, UPDATE, DELETE, MERGE
INSERT (single/multi), UPDATE, DELETE with subqueries, MERGE (UPSERT).
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Sequences & Identity Columns
CREATE SEQUENCE, NEXTVAL/CURRVAL, GENERATED AS IDENTITY, cache tuning.
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Indexes — Types & Performance
B-tree, Bitmap, Function-based, Composite. EXPLAIN PLAN, optimization.
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Views & Materialized Views
CREATE VIEW, WITH CHECK OPTION. Materialized views REFRESH options. Synonyms.
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PL/SQL — Stored Procedures & Functions
PL/SQL block structure, PROCEDURE, FUNCTION, IN/OUT params, calling from python-oracledb.
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PL/SQL — Cursors & Loops
Explicit cursors, cursor FOR loop, REF CURSOR, BULK COLLECT.
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Triggers
BEFORE/AFTER row/statement triggers, :NEW/:OLD, INSTEAD OF, audit trigger.
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Transactions — COMMIT, ROLLBACK, SAVEPOINT
ACID, SAVEPOINT, implicit COMMIT on DDL, autocommit in python-oracledb.
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Database Design — ER & Normalization
ER notation, 1NF-BCNF with examples, denormalization, mapping to Oracle DDL.
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Oracle 26c AI — JSON & VECTOR Types
JSON column, JSON_VALUE/TABLE/QUERY. VECTOR type for AI embeddings, VECTOR_DISTANCE.
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Oracle 26c AI — SELECT AI
DBMS_CLOUD_AI setup, natural language to SQL, RAG with Oracle Vector Search, Python demo.
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Oracle Performance Tuning
EXPLAIN PLAN, V$SQL, SQL hints, DBMS_STATS, bind variables.
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Oracle Security & User Management
CREATE USER, GRANT/REVOKE, VPD, AUDIT, data masking.
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Practice Project — Oracle Database Design
Full database design in Oracle 26c AI: tables, constraints, sequences, procedures, materialized views, SELECT AI demo with Python.
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Unit 7: Core Python & OOP 22 topics
Python Introduction & Environment Setup
Python 3.12 install, pip, venv, virtualenv, pyenv. REPL vs script mode. print(), input(), type(), help(), dir().
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Variables, Data Types & Type System
int, float, complex, str, bool, None. Dynamic typing. Type hints (PEP 484). Type casting: int(), str(), float(). isinstance().
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Operators & Expressions
Arithmetic, comparison, logical, bitwise, identity (is/is not), membership (in/not in), walrus operator (:= Python 3.8+).
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Control Flow — if/elif/else & match-case
if/elif/else, truthy/falsy values, short-circuit evaluation. match-case structural pattern matching (Python 3.10+).
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Loops — for, while, break, continue, else
for with range()/enumerate()/zip(). while loop. break, continue, pass. Loop else clause (runs if no break).
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Comprehensions & Generator Expressions
List, dict, set comprehensions with conditions. Nested comprehensions. Generator expression () for lazy memory-efficient iteration.
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Functions — def, *args, **kwargs, Lambda
def, return, multiple return values. *args (tuple), **kwargs (dict). Keyword-only params (after *). Positional-only (before /). Lambda.
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Strings — Methods, Slicing & Formatting
Immutability, [start:stop:step] slicing. upper, lower, strip, split, join, replace, find, startswith. f-strings, .format().
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Data Structures — List & Tuple
List methods: append, extend, insert, remove, pop, sort, reverse, copy. Tuple: immutability, packing/unpacking, named tuple.
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Data Structures — Set & Dictionary
Set operations: union, intersection, difference, frozenset. Dict: get, setdefault, update, items, keys, values, defaultdict, Counter.
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OOP — Classes, Objects & Dunder Methods
class, __init__, self. Instance vs class attributes. @classmethod, @staticmethod. __str__, __repr__, __len__, __eq__, __hash__.
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OOP — Encapsulation & Properties
Public, _protected, __private (name mangling). @property, @name.setter, @name.deleter. Read-only properties.
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OOP — Inheritance & super()
Single inheritance, super().__init__(). Method overriding. isinstance(), issubclass(). Calling super() in overridden methods.
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OOP — Multiple Inheritance & MRO
Multiple base classes. Diamond problem. MRO with C3 linearization. __mro__ attribute. Mixin pattern for horizontal reuse.
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OOP — Abstract Classes & Protocol
abc module, ABC, @abstractmethod. Preventing instantiation. Protocol class (Python 3.8+) for structural subtyping.
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OOP — Operator Overloading & Context Managers
__add__, __mul__, __lt__, __contains__, __iter__, __next__, __call__. Context manager: __enter__/__exit__, @contextmanager.
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File Handling
open() modes. with statement. read/readline/readlines/writelines. Pathlib. csv module (DictReader/DictWriter). json module.
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Exception Handling
try/except/else/finally. Specific vs broad exceptions. Exception hierarchy. raise and raise...from chaining. Custom exceptions.
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Decorators & Functools
First-class functions and closures. @decorator syntax. functools.wraps. Stacked decorators. Decorator with arguments factory.
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Generators & Iterators
yield keyword, generator state suspension. next(), StopIteration. __iter__ and __next__ for custom iterators. itertools module.
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Modules, Packages & Standard Library
import, from...import, __name__ == "__main__". __init__.py. os, sys, datetime, re, collections (Counter, defaultdict, deque), itertools, functools.
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Practice Project — OOP Console App
Student Grade Management: Student/Course/Enrollment classes, @property validation, decorators for logging, JSON persistence, CLI menu.
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Unit 8: Flask & Django — Web Frameworks 22 topics
Flask Introduction & Application Factory
Micro-framework philosophy. Flask vs Django. Application factory pattern (create_app). Blueprint for modular structure. Config classes.
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Flask Routing & URL Rules
@app.route(), URL variable converters (). HTTP methods=[]. url_for(), redirect(), abort(). Blueprint routes with prefix.
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Flask Request & Response Objects
request.json, request.form, request.args, request.files, request.headers. jsonify(), make_response(), Response, status codes.
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Flask REST API — GET & POST Endpoints
JSON REST API from scratch. Resource-based URLs. GET list + GET single. POST with validation. Postman collection.
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Flask REST API — PUT, PATCH & DELETE
PUT (full replace), PATCH (partial update), DELETE (204). @app.errorhandler(404), custom APIException class.
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Flask-SQLAlchemy — Models & Relationships
db.Model, column types, db.session CRUD, Model.query, filter_by, first_or_404, paginate(). Oracle connect string.
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Flask-Migrate — Schema Migrations
Flask-Migrate setup. flask db init/migrate/upgrade/downgrade. Migration scripts. Oracle-specific considerations.
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Flask Authentication — JWT & bcrypt
Flask-JWT-Extended: create_access_token, @jwt_required(), get_jwt_identity(). Token blacklisting. Refresh token endpoint.
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Flask-Marshmallow — Serialization & Validation
Schema, dump() serialization, load() deserialization+validation. Field validators. @validates. Nested schemas.
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Django Introduction — MTV Architecture
MTV pattern (Model-Template-View). django-admin startproject/startapp. settings.py. Oracle DB backend config. Request-response cycle.
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Django URL Routing & Views
urls.py, path(), include(). FBV with @require_http_methods. CBV: TemplateView, ListView, DetailView. View decorators.
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Django Models & ORM
Field types, ForeignKey, OneToOneField, ManyToManyField. Meta class. __str__. makemigrations, migrate.
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Django ORM — QuerySet API
filter, exclude, get, order_by, values, annotate, aggregate, select_related, prefetch_related, F() objects, Q() for OR.
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Django Admin Panel Customization
@admin.register, ModelAdmin: list_display, list_filter, search_fields, readonly_fields. TabularInline. Custom @admin.action.
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DRF — Serializers
ModelSerializer. Field-level validate_fieldname(). Object-level validate(). SerializerMethodField. Writable nested serializers.
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DRF — Views, ViewSets & Routers
APIView, GenericAPIView, ListCreateAPIView, RetrieveUpdateDestroyAPIView. ModelViewSet. DefaultRouter. @action.
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DRF — Authentication & Permissions
djangorestframework-simplejwt. TokenObtainPairView. Custom JWT claims. IsAuthenticated, IsAdminUser. Custom permission class.
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DRF — Filtering, Search & Pagination
django-filter, DjangoFilterBackend, SearchFilter, OrderingFilter. PageNumberPagination. Custom pagination with metadata.
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Django Signals & File Upload
post_save, pre_save, pre_delete. @receiver. Send email on User creation. FileField/ImageField. Oracle Cloud Object Storage.
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Django Testing
TestCase.setUp/tearDown. APIClient for DRF. @pytest.mark.django_db. factory_boy. mock.patch. Coverage report.
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Vibe Coding with Claude AI & Cursor
Build Django REST APIs with Claude AI (claude.ai). Claude Projects for codebase context. Also using Cursor for inline generation.
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Practice Project — Blog REST API
Django + DRF + Oracle: JWT auth, Posts, Comments, Categories, Tags. Image upload, search, pagination, pytest, deployed to Render.
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Unit 9: Advanced Backend — Celery, Redis, FastAPI & AI 20 topics
python-oracledb Driver Deep Dive
Oracle official driver. Thin vs thick mode. Connection string formats. SessionPool. execute(), executemany(). OUT bind for stored procedures.
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SQLAlchemy Core & Standalone ORM
Engine, Connection, MetaData, Table. ORM: declarative_base, Session. Alembic migrations. Oracle dialect. 1.x vs 2.0 style.
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Redis Fundamentals & python-redis
Redis data structures: strings, lists, sets, sorted sets, hashes. redis-py client, connection pool. EXPIRE/TTL. Pub/sub.
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Django Redis Caching
django-redis backend. cache.set/get/delete/get_or_set. cache_page for views. Invalidating cache on model save with signals.
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Celery — Task Queue Architecture
Producer → broker (Redis) → worker → result backend. @shared_task. delay() and apply_async(). Task state tracking, retries.
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Celery — Periodic Tasks with Beat
celery beat, crontab expressions, app.conf.beat_schedule. django-celery-beat for DB-driven schedules. Flower monitoring.
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Async Email & OTP with Celery
Celery task for email sending. HTML template. 6-digit OTP with secrets.randbelow. Store in Redis with TTL. Verify endpoint.
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FastAPI Introduction & Pydantic Models
FastAPI vs Flask/Django speed. async def endpoints. Pydantic v2 BaseModel for validation. Auto OpenAPI /docs. Uvicorn server.
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FastAPI — CRUD with Async SQLAlchemy
AsyncSession with async SQLAlchemy + Oracle. Depends() for DB session. async CRUD pattern. response_model, status_code.
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FastAPI — Auth, WebSockets & Background Tasks
OAuth2PasswordBearer, JWT. WebSocket endpoint with ConnectionManager. BackgroundTasks for fire-and-forget.
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File Upload & Oracle Cloud Object Storage
boto3 with Oracle OCI Object Storage (S3-compatible). put_object(), pre-signed URLs. Multipart for large files.
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Django Channels — WebSockets
channels ASGI library. WebsocketConsumer. channel_layer with Redis. Group messaging. Real-time notifications.
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pytest — Full Test Suite
Fixtures, parametrize, conftest.py. mock.patch, MagicMock. @pytest.mark.django_db. factory_boy. pytest-cov coverage.
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Docker for Python Apps
Dockerfile: python:3.12-slim, non-root user, .dockerignore. docker-compose: app + Oracle XE + Redis + Celery worker.
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CI/CD — GitHub Actions for Python
pytest → flake8 → black check → Docker build → push → Render deploy. Matrix for Python versions. Secrets.
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Logging & Error Monitoring
Python logging (handlers, formatters, RotatingFileHandler). Django logging config. Sentry. Structured JSON logging.
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OpenAI API Integration in Python
openai SDK v1+. chat.completions.create(). Streaming with stream=True. Conversation history. tiktoken for token counting.
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LangChain — RAG with Oracle Vector Search
LangChain chains, ConversationBufferMemory in Oracle/Redis. Document loaders, text splitters. Oracle Vector Search retriever.
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Vibe Coding with Claude AI & Cursor
Claude AI (claude.ai) for complex backend features. Claude Projects for full Django codebase context. Also Cursor for inline generation.
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Capstone — Full Stack Python + AI
AI tutoring: React + Django + Oracle 26c AI + Redis + Celery + OpenAI. RAG with Oracle Vector, Docker, GitHub Actions CI/CD.
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Intro Video of full stack python
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