This course takes you on a thorough journey through data science, starting from the basics and progressing to advanced topics. What makes it unique is its focus on the underlying mathematics and practical applications, enabling you to grasp both the theories and their real-world use. You'll develop essential skills in data cleaning, machine learning, and coding with Python, preparing you to tackle complex datasets confidently.
What you'll learn
understand foundational data science concepts
apply linear algebra and calculus in data science
implement data cleaning and preprocessing techniques
execute supervised and unsupervised machine learning algorithms
utilize Python and relevant libraries for data analysis