Python for Data Science: Foundations to Mastery
Go from Zero to Data Science Hero in Data Analysis, Visualisation, and Machine Learning.
Develop Professional Data Science Python Skills
Accelerate your Python skills for professional data science applications with this complete course. This course provides a comprehensive, hands-on education in the entire data science workflow, from foundational Python programming to advanced data manipulation and visualisation.
Who This Course is For:
- Python Beginners: Start your programming journey with a focus on data science.
- Aspiring Data Scientists: Equip yourself with job-ready skills for a career in data science.
- Simulation Engineers: Develop a comprehensive foundation in Python which will carry over to building simulations and presenting results.
- Professionals & Students: Leverage Python for data-driven decisions in your field.
By the end of this course, you will be able to:
- Write clean, efficient Python code using functions, loops, and object-oriented programming (OOP) principles.
- Analyse and manipulate complex datasets with the NumPy and Pandas Python libraries.
- Create clear and engaging data visualisations with the Matplotlib, Seaborn, and Plotly Python libraries.
- Understand the fundamentals of deep learning with the PyTorch Python library.
- Build and test robust, modular Python programs suitable for real-world applications.
Your Step-by-Step Learning Path:
Comprehensive Curriculum Includes:
- Python Foundations
- Loops & Conditionals
- Functions & Error Handling
- Advanced Data Structures
- Object-Oriented Programming
- Unit Testing with pytest
- NumPy for Numerical Computing
- Pandas for Data Analysis
- Matplotlib & Seaborn
- Plotly for Interactive Visuals
- PyTorch Fundamentals
- And much more!
About Your Instructor
Dr. Ron Erez
Programmer | Educator | Mathematician
With over 30 years of programming experience, Dr. Ron Erez has always been inspired by the creativity and problem-solving that coding offers. A passionate educator, Ron has taught mathematics, computer science, and English literature at every level; from middle school classrooms to university lecture halls.
Outside the classroom, Ron enjoys cooking, cleaning, skateboarding, and embracing the everyday joys of life.
He hopes you'll find this course as rewarding to take as it was to create.
Best of luck on your journey, may it lead to something new and exciting.