𝐏𝐲𝐭𝐡𝐨𝐧 𝐋𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬 & 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: GLM-PyTorch: Generalized linear models with PyTorch. JAX: Numerical computing and machine learning library. Pyro: Probabilistic programming built on PyTorch. Flax: High-performance deep learning library built on JAX. NeRF: Framework for 3D scene reconstruction using Neural Radiance Fields. DALLE-2: AI model for generating images from text. Imagen: Generative model for image creation. StyleGAN: GAN-based model for image synthesis. Pandas: Tool for data manipulation and analysis. Bokeh: Interactive data visualization library. SciPy: Library for scientific computing. Plotly: Interactive graphing library. Matplotlib: Library for 2D plotting. NumPy: Core library for numerical operations. Seaborn: Visualization library based on Matplotlib. Dask: Library for parallel computing. Scikit-Learn: Machine learning toolkit. CatBoost: Gradient boosting for categorical features. XGBoost: Efficient gradient boosting framework. Keras: High-level neural networks API. LightGBM: Gradient boosting for large datasets. OpenAI Gym: Toolkit for reinforcement learning models. PyTorch: Flexible deep learning framework. TensorFlow: End-to-end platform for machine learning. #python #pythonprogramming
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What will be the output of #python #pythonprogramming
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Which of the following is not a namespace in Python? #python #pythonprogramming
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𝐄𝐱𝐜𝐢𝐭𝐢𝐧𝐠 𝐏𝐲𝐭𝐡𝐨𝐧 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐈𝐝𝐞𝐚𝐬 𝐟𝐨𝐫 𝐄𝐯𝐞𝐫𝐲 𝐒𝐤𝐢𝐥𝐥 𝐋𝐞𝐯𝐞𝐥! 🚀 𝐄𝐚𝐬𝐲 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:- 1.𝐑𝐨𝐜𝐤 𝐏𝐚𝐩𝐞𝐫 𝐒𝐜𝐢𝐬𝐬𝐨𝐫𝐬 ✋✌️: Create a fun game where you play against the computer. 2.𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐃𝐨𝐰𝐧𝐥𝐨𝐚𝐝𝐞𝐫 📺: Develop a tool to download your favorite YouTube videos. 3.𝐃𝐢𝐜𝐞 𝐒𝐢𝐦𝐮𝐥𝐚𝐭𝐨𝐫 🎲: Simulate dice rolls for games or decision-making. Number Guessing 🔢: Build a game where the player guesses a randomly generated number. 𝐌𝐢𝐝-𝐋𝐞𝐯𝐞𝐥 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:- 1.𝐏𝐚𝐬𝐬𝐰𝐨𝐫𝐝 𝐌𝐚𝐧𝐚𝐠𝐞𝐫 🔐: Create a secure application to store and manage passwords. 2.𝐌𝐚𝐫𝐢𝐨 𝐏𝐚𝐫𝐭𝐲 🎮: Design a mini-game inspired by the classic Mario Party series. 3.𝐖𝐞𝐛 𝐂𝐫𝐚𝐰𝐥𝐞𝐫 🕷️: Develop a program to scrape data from websites for various uses. 4.𝐄𝐦𝐚𝐢𝐥 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 📧: Automate sending and organizing emails. 𝐏𝐫𝐨-𝐋𝐞𝐯𝐞𝐥 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬:- 1.𝐌𝐮𝐬𝐢𝐜 𝐏𝐥𝐚𝐲𝐞𝐫 🎵: Build a sophisticated music player with features like playlists and equalizers. 2.𝐅𝐚𝐜𝐞 𝐃𝐞𝐭𝐞𝐜𝐭𝐢𝐨𝐧 👤: Implement a system that detects and recognizes faces in images or videos. 3.𝐓𝐰𝐢𝐭𝐭𝐞𝐫 𝐂𝐥𝐨𝐧𝐞 🐦: Develop a social media platform with functionalities similar to Twitter. 4.𝐓𝐰𝐢𝐭𝐭𝐞𝐫 𝐁𝐨𝐭 🤖: Create a bot to automate tasks and interact on Twitter. Get started with these Python projects and level up your coding skills! 💻 #python #programming
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What is the output of the following code? #python #programming
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𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗣𝘆𝘁𝗵𝗼𝗻 𝗹𝗶𝗯𝗿𝗮𝗿𝘆 𝗼𝗿 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 Python isn't just a programming language—it's a powerful toolkit to turn your ideas into reality! Whether you're building web applications, games, scraping data, or diving into AI, Python has the right tools for every project. ➡ 𝐖𝐞𝐛 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Build scalable, robust web apps using frameworks like Django and Flask. ➡ 𝐆𝐚𝐦𝐞 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Bring your game ideas to life with libraries like Pygame and Panda3D. ➡ 𝐖𝐞𝐛 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠: Easily extract valuable data from the web with Beautiful Soup and Scrapy. ➡ 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: Unlock the power of AI and ML using TensorFlow and Scikit-learn. ➡ 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐓𝐞𝐬𝐭𝐢𝐧𝐠: Ensure your applications run smoothly and error-free with Selenium and PyTest. ➡ 𝐈𝐦𝐚𝐠𝐞 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: Manipulate and analyze images effortlessly with OpenCV and Pillow. Which of these libraries or frameworks are you excited to explore next? #python #pythonprogramming
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Learning 𝗣𝘆𝘁𝗵𝗼𝗻 doesn't have to be complicated!🍔🍟 This image brilliantly simplifies Python list methods with a fun twist, using food emojis! Let’s break down a few key methods: .𝗮𝗽𝗽𝗲𝗻𝗱() - Add an element to the end of the list. .𝗰𝗹𝗲𝗮𝗿() - Remove all elements from the list. .𝗰𝗼𝘂𝗻𝘁() - Count how many times an element appears. .𝗰𝗼𝗽𝘆() - Create a shallow copy of the list. .𝗶𝗻𝗱𝗲𝘅() - Find the index of the first occurrence of an element. .𝗶𝗻𝘀𝗲𝗿𝘁() - Insert an element at a specific position. .𝗽𝗼𝗽() - Remove and return the element at the given index. .𝗿𝗲𝗺𝗼𝘃𝗲() - Remove the first occurrence of a specified element. .𝗿𝗲𝘃𝗲𝗿𝘀𝗲() - Reverse the elements of the list in place. Python is as easy as adding fries to your burger! 🍟 Let’s make coding more digestible for everyone. Like this post if you need more 👍❤️ I hope it helps :) #python #pythonprogramming #coding
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Which of the following will give an non-empty list as an output if the list is #python #pythonprogramming
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𝐏𝐲𝐭𝐡𝐨𝐧 𝐋𝐢𝐬𝐭 𝐌𝐞𝐭𝐡𝐨𝐝 𝐄𝐱𝐩𝐥𝐚𝐢𝐧𝐞𝐝 (🐦)👇 .𝐚𝐩𝐩𝐞𝐧𝐝(🐦) - Adds an item (🐦) to the end of the list. - Example: - Initial list: 🐦🐦🐥 - After .append(🐦): 🐦🐦🐥🐦 .𝐜𝐥𝐞𝐚𝐫( ) - Removes all elements from the list, leaving it empty. - Example: - Initial list: 🐦🐦🐥 - After .clear( ): (empty list) .𝐜𝐨𝐮𝐧𝐭(🐦) - Counts the occurrences of the specified item (🐦) in the list. - Example: - List: 🐦🐦🐥 - After .count(🐦): 2 (🐦 appears twice) .𝐜𝐨𝐩𝐲( ) - Creates a copy of the list. - Example: - Original list: 🐦🐦🐥 - After .copy( ): 🐦🐦🐥 (duplicate list) 𝐢𝐧𝐝𝐞𝐱(🐥) - Returns the index of the first occurrence of the specified item (🐥). - Example: - List: 🐦🐦🐥 - After .index(🐥): 2 (position of 🐥) .𝐢𝐧𝐬𝐞𝐫𝐭(𝟏, 🦜) - Inserts an item (🦜) at the specified index (1). - Example: - Initial list: 🐦🐦🐥 - After .insert(1, 🦜): 🐦🦜🐦🐥 (🦜 is added at index 1) .𝐩𝐨𝐩(𝟑) - Removes and returns the item at the specified index (3). - Example: - List: 🐦🦜🐦🐥 - After .pop(3): 🐦🦜🐦 (🐥 is removed from index 3) .𝐫𝐞𝐦𝐨𝐯𝐞(🐥) - Removes the first occurrence of the specified item (🐥). - Example: - List: 🐦🐦🐥 - After .remove(🐥): 🐦🐦 (🐥 is removed) .𝐫𝐞𝐯𝐞𝐫𝐬𝐞( ) - Reverses the elements of the list. - Example: - List: 🐦🐦🐥 - After .reverse( ): 🐥🐦🐦 (order is reversed) 📝 This illustration of Python list methods using bird emojis makes it easy and fun to understand the operations performed on lists in Python. #python #pythonprogramming