Welcome to my GitHub repository showcasing projects and assignments from the IBM Data Science Professional Certificate. This program is designed to prepare individuals for a career in data science, offering a comprehensive understanding of data analysis, machine learning, and predictive modeling.
The IBM Data Science Professional Certificate is an extensive program aimed at developing skills in data science and machine learning, with no prior knowledge of computer science or programming languages required. Key areas of learning include:
- Data collection, cleaning, and organization
- Data analysis and visualization
- Statistical analysis and predictive modeling
- Machine learning algorithms and data mining
Tools and languages covered:
- Python, SQL, R
- Jupyter Notebooks, GitHub, RStudio
- Pandas, NumPy, ScikitLearn, Matplotlib
This repository is organized to reflect the various modules of the certification:
Each directory includes:
- Jupyter notebooks with detailed code and analysis
- Data files and resources used in the projects
The certification emphasizes applied learning, with hands-on labs in the IBM Cloud, providing practical skills applicable to real-world jobs.