Part 2 of the Deep Python Roadmap for Beginners 🔰
File Handling & Exceptions📂 🚨
• Read/write files (text, CSV, JSON)
• Use try/except/finally for error handling
Modules & Environments 📦🌐
• Organize code with modules and packages
• Manage dependencies with pip and virtual environments
Advanced Concepts🔥 🔍
• Work with decorators, generators, and context managers
Testing & Debugging🐞 ✅
• Write tests using unittest or pytest
• Utilize debugging tools and linters
APIs & Web Development🌐 🔗
• Interact with RESTful APIs
• Start with frameworks like Flask or Django
Data Analysis & Visualization📊 🎨
• Use NumPy and Pandas for data handling
• Visualize with Matplotlib or Seaborn
Asynchronous Programming⏰ 🔀
• Learn threading, multiprocessing, and async/await
Version Control & Deployment🔁 🚀
• Master Git basics and collaborative workflows
• Explore deployment strategies and CI/CD practices
Project Building & Community 🏗️🌍
• Build projects, contribute to open-source, and join communities
React❤️ for more roadmaps
File Handling & Exceptions
• Read/write files (text, CSV, JSON)
• Use try/except/finally for error handling
Modules & Environments 📦
• Organize code with modules and packages
• Manage dependencies with pip and virtual environments
Advanced Concepts
• Work with decorators, generators, and context managers
Testing & Debugging
• Write tests using unittest or pytest
• Utilize debugging tools and linters
APIs & Web Development
• Interact with RESTful APIs
• Start with frameworks like Flask or Django
Data Analysis & Visualization
• Use NumPy and Pandas for data handling
• Visualize with Matplotlib or Seaborn
Asynchronous Programming
• Learn threading, multiprocessing, and async/await
Version Control & Deployment
• Master Git basics and collaborative workflows
• Explore deployment strategies and CI/CD practices
Project Building & Community 🏗️
• Build projects, contribute to open-source, and join communities
React
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CS Login Page Like you've never seen it before😉
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
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🚀 Cracking Leetcode Problems Fast = Recognizing Patterns!
Here’s a DSA patterns cheatsheet to solve 90-95% of interview problems👇
🔹 Graph
→ DFS/BFS traversal
→ Adjacency lists
→ Cycles/shortest paths
🔹 Sliding Window
→ Dynamic window sizing
→ Two pointers
→ Optimize sums/counts
🔹 Linked Lists
→ Two Pointers for cycles/middle
→ Reverse in-place
🔹 Max/Min Subarrays
→ DP for optimal subarrays
→ Running sum + maxi/mini
→ Subproblems
🔹 In-Place Operations
→ Swap without extra space
→ Manage indices
🔹 Top/Least K Elements
→ Heaps or QuickSelect
→ Window of K elements
🔹 Permutations/Subsets
→ Backtracking
→ Prune invalid paths
→ Revert state
🔹 Common String Problems
→ Maps/Tries for search
→ Count frequencies
🔹 No Recursion?
→ Stacks to simulate
→ Track state
🔹 Sorted Arrays
→ Binary Search
→ Two Pointers
🔹 Trees
→ DFS/BFS traversal
→ Handle imbalance
🔹 Other Tips
→ Maps/Sets for O(1) lookups
→ Sorting = O(nlogn)
Here’s a DSA patterns cheatsheet to solve 90-95% of interview problems👇
🔹 Graph
→ DFS/BFS traversal
→ Adjacency lists
→ Cycles/shortest paths
🔹 Sliding Window
→ Dynamic window sizing
→ Two pointers
→ Optimize sums/counts
🔹 Linked Lists
→ Two Pointers for cycles/middle
→ Reverse in-place
🔹 Max/Min Subarrays
→ DP for optimal subarrays
→ Running sum + maxi/mini
→ Subproblems
🔹 In-Place Operations
→ Swap without extra space
→ Manage indices
🔹 Top/Least K Elements
→ Heaps or QuickSelect
→ Window of K elements
🔹 Permutations/Subsets
→ Backtracking
→ Prune invalid paths
→ Revert state
🔹 Common String Problems
→ Maps/Tries for search
→ Count frequencies
🔹 No Recursion?
→ Stacks to simulate
→ Track state
🔹 Sorted Arrays
→ Binary Search
→ Two Pointers
🔹 Trees
→ DFS/BFS traversal
→ Handle imbalance
🔹 Other Tips
→ Maps/Sets for O(1) lookups
→ Sorting = O(nlogn)
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🌐 Top Free Websites to Learn Programming
Boost your coding skills with these amazing free resources:
✅ inprogrammer
✅ JavaScript.info
✅ The Odin Project
✅ Stack Overflow
✅ GeeksforGeeks
✅ Studytonight
✅ freeCodeCamp
✅ MDN Web Docs
✅ JavaTpoint
✅ Codecademy (free courses)
✅ SoloLearn
✅ Programiz
✅ W3Schools
✅ Tuts+
✅ YouTube (coding channels galore)
✅ Scrimba
Boost your coding skills with these amazing free resources:
✅ inprogrammer
✅ JavaScript.info
✅ The Odin Project
✅ Stack Overflow
✅ GeeksforGeeks
✅ Studytonight
✅ freeCodeCamp
✅ MDN Web Docs
✅ JavaTpoint
✅ Codecademy (free courses)
✅ SoloLearn
✅ Programiz
✅ W3Schools
✅ Tuts+
✅ YouTube (coding channels galore)
✅ Scrimba
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Programmer's Flowers 💐
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
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Top 10 VS Code Extensions 📚 👨💻
✨ Prettier - Clean, consistent auto-formatting
🧩 Bracket Pair Colorizer - Color-coded brackets
⚡️ Live Server - Auto-refresh websites as you code
📸 CodeSnap - Snap stunning code screenshots
🖤 Aura Theme - Sleek dark mode for your editor
🎨 Material Icon Theme - Colorful file icons, easy nav
🤖 GitHub Copilot - AI code buddy with smart suggestions
⚙️ ESLint - Catch and fix errors on the fly
🚀 Tabnine - Speed up coding with AI autocomplete
🔍 Path Intellisense - Auto path imports, zero hassle
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React
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Giveaway Ended!
Winners have been messaged via DMs!
Like this message with a "❤️" if you would like another Giveaway soon
Winners have been messaged via DMs!
Like this message with a "❤️" if you would like another Giveaway soon
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python basic programes.pdf
4.4 MB
Python basic programes 💪 🔥
Do not forget to React❤️ to this Message for More Content Like this
Thanks For Joining All❤️ 🙏
Do not forget to React
Thanks For Joining All
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vscode shortcuts windows.pdf
142.3 KB
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Animated Birthday Cake 🎂
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
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🐍 Python Roadmap for Beginners 2025
├── 🐍 Introduction to Python
├── 📦 Modules, Comments, & Pip
├── 🔢 Variables & Data Basics
├── 📊 Python Data Types in Detail
├── 🔁 Flow Control in Python
├── 🔄 Loops in Python
├── 📝 String Operations (Advanced)
├── 🏗 Functions in Python
├── 📂 File Handling in Python
├── 🏛 OOPs
├── ⚠️ Exception Handling
#techinfo
├── 🐍 Introduction to Python
├── 📦 Modules, Comments, & Pip
├── 🔢 Variables & Data Basics
├── 📊 Python Data Types in Detail
├── 🔁 Flow Control in Python
├── 🔄 Loops in Python
├── 📝 String Operations (Advanced)
├── 🏗 Functions in Python
├── 📂 File Handling in Python
├── 🏛 OOPs
├── ⚠️ Exception Handling
#techinfo
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https://www.instagram.com/reel/DIQ43WpNLu1/?igsh=MWVpM3FhN3p4eTk0dw==
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Top Programming Frameworks on GitHub in 2025 👨🏻💻⚙️
🔷 React (234,369 stars)
🚀 Vue.js (208,671 stars)
📊 TensorFlow (~186,000 stars)
🔸 Angular (97,453 stars)
🔗 Django (83,095 stars)
💡 Svelte (82,163 stars)
🐍 Flask (69,300 stars)
⚡ Express.js (66,702 stars)
🦄 Laravel (~57,800 stars)
🛠️ Spring Framework (~57,800 stars)
#techinfo
🔷 React (234,369 stars)
🚀 Vue.js (208,671 stars)
📊 TensorFlow (~186,000 stars)
🔸 Angular (97,453 stars)
🔗 Django (83,095 stars)
💡 Svelte (82,163 stars)
🐍 Flask (69,300 stars)
⚡ Express.js (66,702 stars)
🦄 Laravel (~57,800 stars)
🛠️ Spring Framework (~57,800 stars)
#techinfo
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401 Cow Error Page
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
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vscode shortcuts windows.pdf
142.3 KB
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400+ javascript questions .pdf
5.4 MB
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Top 100 Java Interview Q_A.pdf
3.4 MB
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Animated Login Page 🖥
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
👇Code available via the Get Code button below 👇
the_coding_wizard🤩 #Wizard_Projects
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