Welcome to my Python journey! From beginner to advanced concepts, I’ve built an impressive portfolio in Python, focusing on Data Science, Machine Learning, and Data Analytics. Here's a glimpse into my Python expertise! 🌟
Python is my trusted companion in solving problems efficiently and creatively. Its simplicity and versatility have powered my projects, allowed me to analyze complex data, and helped me share knowledge with others. ✨
📌 Data Types: Strings, Lists, Tuples, Dictionaries, Sets
📌 Control Structures: If-else, For & While Loops
📌 Functions: User-defined functions, Built-in functions, Recursion
📌 File Handling: Reading/Writing files, Working with CSVs
📌 Data Structures: Lists, Stacks, Queues, Trees, Graphs
📌 Exception Handling: Try-Except, Custom Exceptions
📌 OOP Concepts: Classes, Inheritance, Polymorphism, Encapsulation
📌 Database Connection: Using libraries like sqlite3 and MySQL
📌 Generators: Yield, Lazy Iterables
📌 Decorators: Function and Class-based Decorators
📌 Numpy: Numerical operations and multidimensional arrays
📌 Pandas: Data manipulation and analysis
📌 Matplotlib & Seaborn: Data visualization
📌 Scikit-Learn: Implementing machine learning algorithms
📌 Jupyter Notebook: Interactive Python environment
📌 Regression: Linear, Polynomial, Logistic
📌 Classification: Decision Trees, Random Forest, SVM
📌 Clustering: K-means, DBSCAN
📌 Deep Learning: Basics of Neural Networks
- 🌼 Iris Flower Classification: Classified flower species using ML algorithms.
- 📉 Unemployment Analysis: Visualized unemployment trends with Pandas and Matplotlib.
- 🚗 Car Price Prediction: Predicted car prices using Regression models.
- 📧 Email Spam Detection: Built a model to classify emails as spam or not spam.
- 📈 Sales Prediction: Forecasted sales based on advertising expenditures.
I’ve had the privilege of mentoring juniors and classmates in Python programming. I enjoy sharing my expertise on:
✔️ Data Analysis
✔️ Algorithm Design
✔️ Building real-world projects
✨ Adaptability: Always exploring new trends like Data Science, Machine Learning, and Automation.
✨ Collaboration: I thrive in team environments, sharing knowledge, and solving problems.
✨ Passion for Python: Python isn’t just a tool—it’s my creative playground for solving real-world challenges.
🚀 Dive deeper into Artificial Intelligence and Big Data.
🚀 Contribute to impactful projects that make a difference.
🚀 Continue mentoring and collaborating with like-minded peers.
🌐 LinkedIn | 🖥️ HackerRank | 💻 LeetCode
This README is a testament to my Python journey. From coding to mentoring, it’s all about making a difference with Python! 🐍✨