The latest articles on DEV Community by sansipy (@the_pythonbook_8ea7a283a). https://dev.to/the_pythonbook_8ea7a283a https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F2808483%2F7d9d44b9-25f2-4608-ae04-b7916a18033f.jpg https://dev.to/the_pythonbook_8ea7a283a en sansipy Mon, 03 Feb 2025 12:23:38 +0000 https://dev.to/the_pythonbook_8ea7a283a/50-python-mini-projects-1lg4 https://dev.to/the_pythonbook_8ea7a283a/50-python-mini-projects-1lg4 <p>If you're learning Python and want to put your knowledge into practice, here’s a list of 50 Python mini-projects covering a wide range of topics:</p> <ul> <li>🤖 Neural networks, genetics, and DNA processing </li> <li>📊 Dashboards and data visualization </li> <li>📈 Financial analysis, betting strategies, statistics, and math </li> <li>🔐 Encryption, digital signatures, quantum computing, prime numbers, and brute force attacks </li> <li>🎮 Game development, web applications, APIs, and user interfaces </li> <li>📐 Implementation of fundamental algorithms </li> </ul> <p><a href="https://github.com/thepythonbook/python-examples" rel="noopener noreferrer">Check out the full collection here</a>. Below is the complete list: </p> <ul> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/01_digital_signature.py" rel="noopener noreferrer">01 Digital signature</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/02_message_encryption.py" rel="noopener noreferrer">02 Message encryption</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/03_prime_numbers.py" rel="noopener noreferrer">03 Prime numbers</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/04_prime_factorization.py" rel="noopener noreferrer">04 Prime factorization</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/05_quantum_computing.py" rel="noopener noreferrer">05 Quantum computing</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/06_password_bruteforce.py" rel="noopener noreferrer">06 Password brute force</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/07_flask_link_shortener.py" rel="noopener noreferrer">07 Flask link shortener</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/08_flask_api_currency.py" rel="noopener noreferrer">08 Flask API for currency conversion</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/09_create_rename_files.py" rel="noopener noreferrer">09 Create and rename files</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/10_sqlite_database.py" rel="noopener noreferrer">10 SQLite database</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/11_re_pattern_matching.py" rel="noopener noreferrer">11 Regular expression pattern matching</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/12_soccer_analytics.py" rel="noopener noreferrer">12 Soccer analytics</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/13_schedule_tasks.py" rel="noopener noreferrer">13 Task scheduling</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/14_python_plots.py" rel="noopener noreferrer">14 Python plotting</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/15_neural_networks_mnist.py" rel="noopener noreferrer">15 Neural networks with MNIST</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/16_logs_verbosity.py" rel="noopener noreferrer">16 Log verbosity levels</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/17_symbolic_math.py" rel="noopener noreferrer">17 Symbolic math</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/18_pygame_game.py" rel="noopener noreferrer">18 Pygame game development</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/19_scrapping_beautifulsoup.py" rel="noopener noreferrer">19 Web scraping with BeautifulSoup</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/20_merge_pdf.py" rel="noopener noreferrer">20 Merging PDFs</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/21_excel_files.py" rel="noopener noreferrer">21 Working with Excel files</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/22_benchmark_timeit.py" rel="noopener noreferrer">22 Benchmarking with timeit</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/23_rotate_image.py" rel="noopener noreferrer">23 Rotating images</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/24_simpy_simulations.py" rel="noopener noreferrer">24 Simulations with SimPy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/25_geopy_coordinates.py" rel="noopener noreferrer">25 Geolocation with Geopy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/26_biopython_genetics.py" rel="noopener noreferrer">26 Genetic analysis with Biopython</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/27_molecule_visualization.py" rel="noopener noreferrer">27 Molecule visualization</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/28_polynomials_numpy.py" rel="noopener noreferrer">28 Polynomial calculations with NumPy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/29_simulate_bets.py" rel="noopener noreferrer">29 Betting simulations</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/30_montecarlo_simulation.py" rel="noopener noreferrer">30 Monte Carlo simulations</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/31_financial_analysis.py" rel="noopener noreferrer">31 Financial analysis</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/32_async_programming.py" rel="noopener noreferrer">32 Asynchronous programming</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/33_poker_deck.py" rel="noopener noreferrer">33 Poker deck simulation</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/34_shuffle_deck.py" rel="noopener noreferrer">34 Shuffling a deck of cards</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/35_sort_bubblesort.py" rel="noopener noreferrer">35 Bubble sort implementation</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/36_binary_decimal.py" rel="noopener noreferrer">36 Converting binary to decimal</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/37_c_code.py" rel="noopener noreferrer">37 Running C code from Python</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/38_martingale_bet.py" rel="noopener noreferrer">38 Martingale betting strategy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/39_progress_bar.py" rel="noopener noreferrer">39 Creating a progress bar</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/40_calculate_taxes.py" rel="noopener noreferrer">40 Tax calculations</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/41_interactive_plot.py" rel="noopener noreferrer">41 Interactive plotting</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/42_mortgage_calculator.py" rel="noopener noreferrer">42 Mortgage calculator</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/43_quijote_wordcloud.py" rel="noopener noreferrer">43 Word cloud from Don Quixote</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/44_pyinstaller_executable.py" rel="noopener noreferrer">44 Creating an executable with PyInstaller</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/45_compound_interest.py" rel="noopener noreferrer">45 Compound interest calculator</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/46_find_missing.py" rel="noopener noreferrer">46 Finding missing numbers</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/47_compress_information.py" rel="noopener noreferrer">47 Data compression</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/48_user_interface.py" rel="noopener noreferrer">48 Building a user interface</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/49_dashboard_streamlit.py" rel="noopener noreferrer">49 Creating a dashboard with Streamlit</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/50_backpack_problem.py" rel="noopener noreferrer">50 Solving the knapsack problem</a> </li> </ul> <h3> Bonus: Getting Started with Python </h3> <p>If you're new to Python, these guides will help: </p> <ul> <li> <a href="https://thepythonbook.com/en/python-functions" rel="noopener noreferrer">Functions, decorators, lambdas, generators, and async</a> </li> <li> <a href="https://thepythonbook.com/en/python-object-oriented-programming" rel="noopener noreferrer">Object-Oriented Programming in Python</a> </li> <li> <a href="https://thepythonbook.com/en/test-code-python-pytest" rel="noopener noreferrer">Testing with pytest</a> </li> <li> <a href="https://thepythonbook.com/en/common-python-mistakes" rel="noopener noreferrer">100 Common Python Mistakes and How to Avoid Them</a> </li> </ul> sansipy Mon, 03 Feb 2025 12:23:38 +0000 https://dev.to/the_pythonbook_8ea7a283a/50-python-mini-projects-34db https://dev.to/the_pythonbook_8ea7a283a/50-python-mini-projects-34db <p>If you're learning Python and want to put your knowledge into practice, here’s a list of 50 Python mini-projects covering a wide range of topics:</p> <ul> <li>🤖 Neural networks, genetics, and DNA processing </li> <li>📊 Dashboards and data visualization </li> <li>📈 Financial analysis, betting strategies, statistics, and math </li> <li>🔐 Encryption, digital signatures, quantum computing, prime numbers, and brute force attacks </li> <li>🎮 Game development, web applications, APIs, and user interfaces </li> <li>📐 Implementation of fundamental algorithms </li> </ul> <p><a href="https://github.com/thepythonbook/python-examples" rel="noopener noreferrer">Check out the full collection here</a>. Below is the complete list: </p> <ul> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/01_digital_signature.py" rel="noopener noreferrer">01 Digital signature</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/02_message_encryption.py" rel="noopener noreferrer">02 Message encryption</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/03_prime_numbers.py" rel="noopener noreferrer">03 Prime numbers</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/04_prime_factorization.py" rel="noopener noreferrer">04 Prime factorization</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/05_quantum_computing.py" rel="noopener noreferrer">05 Quantum computing</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/06_password_bruteforce.py" rel="noopener noreferrer">06 Password brute force</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/07_flask_link_shortener.py" rel="noopener noreferrer">07 Flask link shortener</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/08_flask_api_currency.py" rel="noopener noreferrer">08 Flask API for currency conversion</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/09_create_rename_files.py" rel="noopener noreferrer">09 Create and rename files</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/10_sqlite_database.py" rel="noopener noreferrer">10 SQLite database</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/11_re_pattern_matching.py" rel="noopener noreferrer">11 Regular expression pattern matching</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/12_soccer_analytics.py" rel="noopener noreferrer">12 Soccer analytics</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/13_schedule_tasks.py" rel="noopener noreferrer">13 Task scheduling</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/14_python_plots.py" rel="noopener noreferrer">14 Python plotting</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/15_neural_networks_mnist.py" rel="noopener noreferrer">15 Neural networks with MNIST</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/16_logs_verbosity.py" rel="noopener noreferrer">16 Log verbosity levels</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/17_symbolic_math.py" rel="noopener noreferrer">17 Symbolic math</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/18_pygame_game.py" rel="noopener noreferrer">18 Pygame game development</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/19_scrapping_beautifulsoup.py" rel="noopener noreferrer">19 Web scraping with BeautifulSoup</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/20_merge_pdf.py" rel="noopener noreferrer">20 Merging PDFs</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/21_excel_files.py" rel="noopener noreferrer">21 Working with Excel files</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/22_benchmark_timeit.py" rel="noopener noreferrer">22 Benchmarking with timeit</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/23_rotate_image.py" rel="noopener noreferrer">23 Rotating images</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/24_simpy_simulations.py" rel="noopener noreferrer">24 Simulations with SimPy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/25_geopy_coordinates.py" rel="noopener noreferrer">25 Geolocation with Geopy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/26_biopython_genetics.py" rel="noopener noreferrer">26 Genetic analysis with Biopython</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/27_molecule_visualization.py" rel="noopener noreferrer">27 Molecule visualization</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/28_polynomials_numpy.py" rel="noopener noreferrer">28 Polynomial calculations with NumPy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/29_simulate_bets.py" rel="noopener noreferrer">29 Betting simulations</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/30_montecarlo_simulation.py" rel="noopener noreferrer">30 Monte Carlo simulations</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/31_financial_analysis.py" rel="noopener noreferrer">31 Financial analysis</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/32_async_programming.py" rel="noopener noreferrer">32 Asynchronous programming</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/33_poker_deck.py" rel="noopener noreferrer">33 Poker deck simulation</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/34_shuffle_deck.py" rel="noopener noreferrer">34 Shuffling a deck of cards</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/35_sort_bubblesort.py" rel="noopener noreferrer">35 Bubble sort implementation</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/36_binary_decimal.py" rel="noopener noreferrer">36 Converting binary to decimal</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/37_c_code.py" rel="noopener noreferrer">37 Running C code from Python</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/38_martingale_bet.py" rel="noopener noreferrer">38 Martingale betting strategy</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/39_progress_bar.py" rel="noopener noreferrer">39 Creating a progress bar</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/40_calculate_taxes.py" rel="noopener noreferrer">40 Tax calculations</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/41_interactive_plot.py" rel="noopener noreferrer">41 Interactive plotting</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/42_mortgage_calculator.py" rel="noopener noreferrer">42 Mortgage calculator</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/43_quijote_wordcloud.py" rel="noopener noreferrer">43 Word cloud from Don Quixote</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/44_pyinstaller_executable.py" rel="noopener noreferrer">44 Creating an executable with PyInstaller</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/45_compound_interest.py" rel="noopener noreferrer">45 Compound interest calculator</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/46_find_missing.py" rel="noopener noreferrer">46 Finding missing numbers</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/47_compress_information.py" rel="noopener noreferrer">47 Data compression</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/48_user_interface.py" rel="noopener noreferrer">48 Building a user interface</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/49_dashboard_streamlit.py" rel="noopener noreferrer">49 Creating a dashboard with Streamlit</a> </li> <li> <a href="https://github.com/thepythonbook/python-examples/blob/main/examples/50_backpack_problem.py" rel="noopener noreferrer">50 Solving the knapsack problem</a> </li> </ul> <h3> Bonus: Getting Started with Python </h3> <p>If you're new to Python, these guides will help: </p> <ul> <li> <a href="https://thepythonbook.com/en/python-functions" rel="noopener noreferrer">Functions, decorators, lambdas, generators, and async</a> </li> <li> <a href="https://thepythonbook.com/en/python-object-oriented-programming" rel="noopener noreferrer">Object-Oriented Programming in Python</a> </li> <li> <a href="https://thepythonbook.com/en/test-code-python-pytest" rel="noopener noreferrer">Testing with pytest</a> </li> <li> <a href="https://thepythonbook.com/en/common-python-mistakes" rel="noopener noreferrer">100 Common Python Mistakes and How to Avoid Them</a> </li> </ul>