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14/50 Code sample: 🖥️ Demonstrates creating a context manager class that opens a file and automatically closes it when the 'with' block is exited. 📁🔒 #PythonAdvanced #ContextManagersExample

29/50 Code sample: 🖥️ Illustrates using SQLAlchemy to define a model, create a session, and query data from a database. 🗃️💻 #PythonAdvanced #ORMExample

41/50 Code sample: 🖥️ Illustrates writing a simple test case using pytest to verify the correctness of the add() function. 🧪✅ #PythonAdvanced #TestingExample

27/50 Code sample: 🖥️ Shows connecting to a SQLite database, executing a query, and fetching data using the sqlite3 module. 🗃️🔍 #PythonAdvanced #DatabaseConnectivityExample

23/50 Code sample: 🖥️ Demonstrates using a lock to prevent race conditions when multiple threads increment a shared counter. 🔒🔄 #PythonAdvanced #RaceConditionsExample

49/50 Code sample: 🖥️ Illustrates using NumPy to calculate the mean, standard deviation, and correlation coefficient of a dataset. 🧪📊 #PythonAdvanced #ScientificComputingExample

37/50 Code sample: 🖥️ Illustrates creating a NumPy array, converting it to a Pandas DataFrame, and plotting the data using Matplotlib. 📊📈📉 #PythonAdvanced #DataAnalysis

16/50 Code sample: 🖥️ Shows using the @contextmanager decorator from the 'contextlib' module to create a context manager function for file handling. 📁🔀 #PythonAdvanced #ContextManagersExample

18/50 Code sample: 🖥️ Demonstrates using threading to run two functions concurrently, printing numbers and letters simultaneously. 🔄🔢🔠 #PythonAdvanced #ThreadingExample

20/50 Code sample: 🖥️ Illustrates using multiprocessing to run two functions concurrently, printing numbers and letters simultaneously, bypassing the GIL limitations. 🔄🔢🔠 #PythonAdvanced #MultiprocessingExample

47/50 Code sample: 🖥️ Demonstrates making a GET request to an API endpoint, retrieving JSON data, and printing it. 🌐🔍 #PythonAdvanced #Python #API

Dive deep into Python metaprogramming with custom metaclasses. Create dynamic behaviors at the class creation level. Advanced, yet powerful! #PythonAdvanced #MetaProgramming #Python #pythonprogramming

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33/50 Code sample: 🖥️ Shows creating a setup.py file for a project, building a distributable package, and installing it using pip. 📦🔧 #PythonAdvanced #PackagingExample

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