Python Presentation_20250724_140746_0000


Nargiskumari1057

Uploaded on Jul 25, 2025

Category Education

Python is a high-level, interpreted, general-purpose programming language known for its readability and ease of use. Created by Guido van Rossum and first released in 1991, it emphasizes code readability with its clear and concise syntax.

Category Education

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Python Presentation_20250724_140746_0000

PYTHON PROGRAMMING BY NARGIS KUMARI Introducti Pytohonn is a high-level, versatile, and widely used programming language known for its readability and ease of learning. Created by Guido van Rossum in 1991, it's used in various fields like web development, software development, data science, and machine learning. Python's design emphasizes code clarity and uses a syntax that allows developers to express concepts in fewer lines of code compared to other languages. SCOPE OF PYTH1.O WebN Development Python is widely used for creating web applications with frameworks like: Django – Full-stack framework for large-scale projects Flask – Lightweight and easy to use for smaller apps FastAPI – Modern framework for building APIs 🟢 Why it’s popular: Clean syntax, fast development, la2r.g eD acotam Smcuineintyc es u&p pAonrta.lytics Python dominates in: Data Analysis with pandas, NumPy Data Visualization with matplotlib, seaborn, Plotly Statistical Analysis and reporting 🟢 Why: Extensive libraries, easy integration with data sources, and strong community support. 3. Machine Learning & AI Python is the go-to language for AI because of: Scikit-learn – Machine learning algorithms TensorFlow, PyTorch – Deep learning OpenCV – Computer vision NLTK, spaCy – Natural language processing 🟢 Why: Strong ecosystem, GPU support, and excellent community documentation. 4. Software Development & Automation Python helps automate tasks like: File handling, data scraping, report generation Scripting repetitive system tasks or testing 🟢 Tools: Selenium, BeautifulSoup, PyAutoGUI, Robot Framework ADVANTAGES 2. Extensive Libraries and Frameworks • Python offers rich libraries for almost every field • Saves development time and effort. ✅ 1. Easy to Learn and Use 3. Versatile and Flexible • Python has simple, readable • Python is used in many syntax similar to English. domains: • Ideal for beginners and ⚬ Web development professionals alike. ⚬ Data science 4. Strong Community Support 5. Platform Independent • Massive, active community of • Python is cross-platform: developers. ⚬ Run the same code on Windows, • Tons of free tutorials, documentation, macOS, Linux without modification. forums, and Q&A sites like Stack • Helps in creating portable applications. Overflow. • Easy to find help or collaborators for projects. DISADVANTAGE 1. Slower Speed Compared to CompileSd Languages Python is an interpreted language, not compiled. Slower execution than languages like C, C++, or Java. Not ideal for performance-critical applications (like real-time systems or game engines). 2. High Memory Consumption Python uses more memory because of its dynamic typing and flexibility. Not suited for memory-intensive tasks on limited hardware (e.g. mobile or embedded systems). 3. Weak in Mobile Development Python is rarely used for developing mobile apps. Lacks strong support and tools for mobile platforms compared to Swift (iOS) or Kotlin (Android). 4. Runtime Errors Python is dynamically typed, so type-related bugs may only appear at runtime. This can lead to unexpected crashes if not carefully tested. 5. Not Ideal for Multi-threading (CPU- bound tasks) Due to the Global Interpreter Lock (GIL), Python has limitations in running multiple CPU-heavy threads in parallel. Not optimal for multi-threaded, CPU-intensive programs. Thank You