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Hands-on milestone focused on mastering Pandas basics including DataFrames, Series, column selection, loc/iloc indexing, and slicing. This milestone covers completing the full practice lab and solving all Try-It-Yourself problems.
Overdue by 1 day(s)•Due by December 3, 2025•3/11 issues closed## Goal: Explore advanced and professional-level Python topics. ## Topics - AsyncIO - Multithreading - Design Patterns - Decorators & Generators - Data analysis with Pandas - Introduction to Machine Learning ## Mini Projects - Async API Data Fetcher - CSV Data Analyzer
No due date##Goal: Learn to test, automate, and deploy your apps. ## Topics - Unit testing with pytest - Test-Driven Development (TDD) - Gherkin / BDD - Dockerizing Python apps - GitHub Actions basics ## Mini Projects - Flask App with Automated Testing & Deployment
No due date## Goal: Build APIs and web apps using Flask. ## Topics - HTTP requests - Flask basics (routes, templates, APIs) - JSON & REST API ## Mini Projects - Simple REST API - Weather Web App
No due date## Goal: Automate system and web tasks using Python. ## Topics - os, shutil, subprocess, pathlib - Automating repetitive tasks - Scheduling scripts - Web scraping with requests and BeautifulSoup ## Mini Projects - Folder Backup Script - Job Listings Web Scraper
No due date## Goal: Learn how to handle files and organize your code. ## Topics - Reading and writing files - JSON, CSV, and Pickle - OS module, datetime - Creating custom modules and packages ##Mini Projects - File Organizer (sorts files by extension) - Log Parser
No due date## Goal: Understand and apply OOP concepts in Python. ## Topics - Classes and Objects - Inheritance and Polymorphism - Encapsulation - Magic / Dunder Methods - Class vs. Instance Variables ## Mini Projects - Bank Account System - Student Management System
No due date## Goal: Write clean, efficient code using core data structures. ## Topics - Lists, Tuples, Sets, Dictionaries - Comprehensions - Sorting and Searching - Time complexity basics - String manipulation ## Mini Projects - Contact Book - Word Frequency Analyzer
No due date## Goal: Master the basics of Python syntax and logic. -Topics: - -Syntax & comments -Variables and data types -Operators -Conditional statements -Loops -Functions -Input / Output -Basic error handling -Mini Projects ##🧮 Command-line Calculator ##📝 Simple To-Do List
No due date•1/1 issues closedTasks: Explore additional Python libraries for specialized tasks (e.g., Matplotlib, Scikit-learn). Work on a capstone project to integrate advanced concepts. Review and document all progress. Goal: Build an end-to-end application to demonstrate Python proficiency. Expected Duration: 8–10 days.
Overdue by 9 month(s)•Due by March 3, 2025Tasks: Learn Pandas dataframes for data manipulation and cleaning. Perform data aggregation and visualization using Polars (optional). Complete exercises on handling CSV, Excel, and JSON files. Goal: Analyze, transform, and visualize structured data. Expected Duration: 7–10 days.
Overdue by 9 month(s)•Due by February 23, 2025Tasks: Understand NumPy arrays and matrix operations. Work with statistical and mathematical functions in NumPy. Solve numerical problems requiring optimized computation. Goal: Perform data analysis and numerical computation efficiently. Expected Duration: 6–8 days.
Overdue by 9 month(s)•Due by February 10, 2025Tasks: Understand classes and objects in Python. Write programs using inheritance and polymorphism. Implement encapsulation using private and public methods. Goal: Build scalable applications using OOP principles. Expected Duration: 6–8 days.
Overdue by 10 month(s)•Due by January 31, 2025Tasks: Work with string methods (split(), join(), and replace()). Implement regular expressions (optional). Practice writing code that handles text processing. Goal: Process and manipulate textual data effectively. Expected Duration: 4–5 days.
Overdue by 10 month(s)•Due by January 22, 2025Tasks: Understand tuples (immutable lists), dictionaries (key-value pairs), and sets (unique elements). Solve problems requiring these data types. Explore dictionary comprehension and set operations. Goal: Learn efficient data storage and retrieval techniques. Expected Duration: 6–7 days.
Overdue by 10 month(s)•Due by January 15, 2025Tasks: Write conditional statements (if, elif, else). Implement loops (for and while) and nested loops. Solve problems requiring iteration and decision-making. Goal: Write dynamic programs that make decisions and repeat tasks. Expected Duration: 5–7 days.
Overdue by 11 month(s)•Due by January 7, 2025Tasks: Learn list creation, indexing, and slicing. Implement list methods like append(), remove(), and sort(). Use loops and list comprehension to perform operations on lists. Goal: Master list manipulations for structured data handling. Expected Duration: 5–6 days.
Overdue by 11 month(s)•Due by December 30, 2024Tasks: Explore Python built-in functions like len(), print(), and type(). Write user-defined functions with arguments and return values. Practice recursion basics (optional). Goal: Understand and leverage functions for reusable code. Expected Duration: 3–4 days.
Overdue by 11 month(s)•Due by December 25, 2024Tasks: Perform basic arithmetic operations. Work with string methods (concatenation, slicing, formatting). Solve quizzes to reinforce concepts. Goal: Apply arithmetic and string manipulation to solve real-world problems. Expected Duration: 4–5 days.
Overdue by 11 month(s)•Due by December 20, 2024