Beginner
Data Science
Pandas and NumPy Essentials
This comprehensive course will take you from beginner to confident practitioner in Pandas and NumPy Essentials. You'll learn industry-standard techniques and best practices used by professionals worldwide.
Through hands-on projects and real-world examples, you'll gain the skills needed to succeed in today's competitive tech landscape. Our curriculum is designed by industry experts with years of experience.
By the end of this course, you'll have a portfolio of projects to showcase your abilities and the confidence to apply your knowledge in professional settings.
Course Syllabus
Week 1: Week 1: Data Science Foundations
- Lesson 1: Set up Python for data work Preview 34min
- Lesson 2: Jupyter notebooks and workflows Preview 39min
- Lesson 3: NumPy arrays and vectorization 33min
Week 2: Week 2: Data Wrangling
- Lesson 1: Data science project workflow 15min
- Lesson 2: Visualize insights with charts 43min
- Lesson 3: Feature engineering basics 44min
Week 3: Week 3: Visualization & Analysis
- Lesson 1: Data science project workflow 20min
- Lesson 2: Visualize insights with charts 29min
- Lesson 3: Feature engineering basics 15min
Week 4: Week 4: Final Analytics Project
- Lesson 1: Data science project workflow 32min
- Lesson 2: Visualize insights with charts 15min
- Lesson 3: Feature engineering basics 45min