Other Python Courses:
Basic 10 | Basic 20 | Intermediate | Advanced | WS-Internship || Topic | Subtopic | Industry-Ready |
|---|---|---|
| Introduction to Python | Introduction to Python | โ |
| Python Syntax and Structure | โ | |
| Comments | โ | |
| Docstrings | โ | |
| Variables | โ | |
| Data Types | โ | |
| Integers | โ | |
| Floats | โ | |
| Strings | โ | |
| Booleans | โ | |
| Input and Output | โ | |
| Type Conversion and Casting | โ | |
| Python Operators | Arithmetic Operators | โ |
| Assignment Operators | โ | |
| Comparison Operators | โ | |
| Logical Operators | โ | |
| Bitwise Operators | โ | |
| Membership Operators (in, not in) | โ | |
| Identity Operators (is, is not) | โ | |
| Conditional Statements | if | โ |
| elif | โ | |
| else | โ | |
| Loops | for Loops | โ |
| while Loops | โ | |
| Nested Loops | โ | |
| Loop Control Statements | break | โ |
| continue | โ | |
| pass | โ | |
| Data Structures in Python | String Methods | โ |
| Slicing | โ | |
| Indexing | โ | |
| String Formatting | โ | |
| Lists | โ | |
| List Methods and Slicing | โ | |
| List Comprehensions | โ | |
| Using Lists as Stacks | โ | |
| Using Lists as Queues | โ | |
| Nested List Comprehensions | โ | |
| The del statement | โ | |
| Tuples | โ | |
| Immutability | โ | |
| Tuple Methods | โ | |
| Dictionaries (Basic) | โ | |
| Key-Value Pairs | โ | |
| Dictionary Methods | โ | |
| Dictionary Comprehensions | โ | |
| Sets | โ | |
| Set Methods | โ | |
| Set Operations | โ | |
| Arrays | โ | |
| Functions | Defining Functions | โ |
| Positional and Keyword Arguments | โ | |
| Default Arguments | โ | |
| Arbitrary Arguments (*args, **kwargs) | โ | |
| Return Statement | โ | |
| Lambda Functions (Anonymous Functions) | โ | |
| Scope and Lifetime of Variables (Local, Global, nonlocal) | โ | |
| Classes and Objects | Creating Classes | โ |
| Creating Objects | โ | |
| Attributes and Methods | โ | |
| Inheritance | Single Inheritance | โ |
| Multiple Inheritance | โ | |
| Multilevel Inheritance | โ | |
| Overriding Methods | โ | |
| Using super() | โ | |
| Polymorphism | Method Overloading (conceptual; Python doesnโt support this directly) | โ |
| Method Overriding | โ | |
| Encapsulation | Encapsulation | โ |
| Reading and Writing Files | Opening Files (open()) | โ |
| Modes: r, w, a, r+, etc. | โ | |
| Reading: read(), readline(), readlines() | โ | |
| Writing: write(), writelines() | โ | |
| Working with binary files (rb, wb) | โ | |
| Working with File Paths | Using os and pathlib modules. | โ |
| File Iterators | Reading files line by line with for loops. | โ |
| Handling Exceptions in File Operations | Handling Exceptions in File Operations | โ |
| Working with CSV and JSON Files | csv module for reading and writing CSV files. | โ |
| json module for JSON serialization and deserialization | โ | |
| Try-Except Blocks | Single except block | โ |
| Multiple except blocks | โ | |
| Exception Handling | Using else and finally | โ |
| raise statement. | โ | |
| Built-in Modules | Popular modules: math, os, sys, time, random, re, itertools, collections. | โ |
| Creating Custom Modules | Creating Custom Modules | โ |
| Working with Packages | __init__.py and structuring packages. | โ |
| Importing | Importing | โ |
| Iterators | Creating custom iterators using __iter__ and __next__. | โ |
| Generators | Using yield in functions. | โ |
| Generator expressions | โ | |
| Function Decorators | Creating and using decorators. | โ |
| Using multiple decorators on a single function | โ | |
| Class Decorators | Class Decorators | โ |
| Regular Expressions | re.match, re.search, re.findall, re.split, re.sub | โ |
| Literal characters, special characters. | โ | |
| Quantifiers (*, +, ?, {}) | โ | |
| Character classes and sets ([a-zA-Z], \d, \w, etc.) | โ | |
| Anchors (^, $) | โ | |
| Functional Programming | Using map() for transformations. | โ |
| Filtering sequences with filter(). | โ | |
| Aggregating data with functools.reduce() | โ | |
| Lambda Functions | โ | |
| List, Set, and Dictionary Comprehensions | โ | |
| Working with Dates and Times | datetime.date, datetime.time, datetime.datetime. | โ |
| Formatting with strftime. | โ | |
| Parsing with strptime | โ | |
| Time functions: time(), sleep(), ctime() | โ | |
| Introduction to Threads | What is threading? | โ |
| Difference between threads and processes. | โ | |
| Using the threading Module | Creating and starting threads. | โ |
| Using join() and is_alive() methods. | โ | |
| Daemon threads and their use | โ | |
| Thread Synchronization | Avoiding race conditions using Lock, RLock, Semaphore. | โ |
| Thread-safe data structures (e.g., queue.Queue). | โ | |
| Introduction to Multiprocessing | Why use multiprocessing over threading? (Global Interpreter Lock - GIL) | โ |
| Creating and managing processes | โ | |
| Using the multiprocessing Module | Process, Pool, and Manager. | โ |
| Sharing data using Value and Array. | โ | |
| Unit Testing | Writing tests using unittest. | โ |
| Using assertions (assertEqual, assertRaises, etc.). | โ | |
| Test Discovery | Using unittest or pytest to find and run test cases | โ |
| Debugging | Using pdb (Python Debugger) for step-by-step debugging | โ |
| Advanced File Operations | Reading and writing large files efficiently. | โ |
| Working with temporary files using tempfile. | โ | |
| Directory Operations | Managing directories with os and shutil. | โ |
| Walking through directories using os.walk() | โ | |
| Error Handling | Catching and handling file-related exceptions (FileNotFoundError, PermissionError). | โ |
| Data Analysis with Pandas | DataFrame and Series objects. | โ |
| Pandas | Reading and writing data from various formats (CSV, Excel, SQL, JSON). | โ |
| Handling missing values (fillna, dropna). | โ | |
| Data type conversions. | โ | |
| String operations on columns. | โ | |
| Filtering and indexing. | โ | |
| Grouping and aggregations (groupby, pivot_table). | โ | |
| Sorting and ranking. | โ | |
| Joining and merging DataFrames. | โ | |
| Cloud-Lab Support | Cloud-Lab Support | โ |
| Introduction to Web Scraping | What is web scraping, use cases, ethics & legality | โ |
| Python Refresher | Variables, loops, functions, exception handling | โ |
| Working with HTTP | HTTP methods, headers, status codes, intro to requests library | โ |
| Parsing HTML with BeautifulSoup | DOM structure, navigating and searching HTML trees (find, select) | โ |
| Data Extraction Techniques | Extracting text, attributes, handling tables and lists, writing to CSV/JSON | โ |
| Handling Real-World Pages | Dynamic content, user agents, headers, cookies, session handling | โ |
| Selenium Basics | Webdriver setup, locating elements, clicking, inputting, screenshots | โ |
| Headless browsing, wait strategies (WebDriverWait, expected_conditions) | โ | |
| Authentication & Pagination | Login handling, infinite scroll, "Next Page" navigation | โ |
| Captchas & Anti-Bot Measures | IP rotation, proxies, CAPTCHAs overview, handling bot protection basics | โ |
| Introduction to Scrapy | Scrapy project structure, items, pipelines, spiders | โ |
| Scrapy Advanced Features | Middlewares, logging, exporting, working with APIs | โ |
| Storing Data | Storing in MySQL, SQLite, MongoDB, file system | โ |
| Real-World Projects | Build 2 projects: e.g., Product price tracker, Job listing scraper | โ |
| Regex in Scraping | Matching complex patterns in HTML/text | โ |
| APIs vs Scraping | When to use an API, how to call and parse JSON responses | โ |
| Scheduling & Automation | Using cron, Python scripts with schedule, deployment strategies | โ |
| Data Cleaning | Using pandas or custom scripts for cleaning scraped data | โ |
| Enrollment Plan | 6 Months Duration | 60,000 120,000 |