Data Science with Python Learning Plan

This repository outlines a 7-week plan to learn Data Science with Python.

Week 1: Introduction to Python

• Learn Python basics and syntax
• Explore Python's functionalities for data manipulation and analysis

Week 2: Fundamentals of Data Science

• Understand data science concepts and lifecycle
• Learn data preprocessing and exploratory data analysis

Week 3: Starting Data Analytics

• Introduction to data analytics with Python
• Learn data manipulation with Pandas and NumPy

Week 4: Data Visualization

• Learn data visualization with Matplotlib and Seaborn
• Create informative and engaging visualizations

Week 5: Beginning Machine Learning

• Introduction to machine learning concepts
• Learn supervised and unsupervised learning basics

Week 6: Medium Machine Learning

• Dive deeper into machine learning algorithms
• Learn model evaluation and selection techniques

Week 7: Advanced Machine Learning

• Explore advanced machine learning topics
• Learn ensemble methods and hyperparameter tuning