This course is the sixth of eight courses. This project provides an in-depth exploration of key Data Science concepts focusing on algorithm design. It enhances essential mathematics, statistics, and programming skills required for common data analysis tasks. You will engage in a variety of mathematical and programming exercises while completing a data clustering project using the K-means algorithm on a provided dataset.
Introduction to this course in the specialisation
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Skills You'll Learn
Data Analysis, Descriptive Statistics, Data Manipulation, Probability & Statistics, NumPy, Unsupervised Learning, Jupyter, Data Science, Pandas (Python Package), Matplotlib, Statistical Analysis, Machine Learning Algorithms, Python Programming, Data Visualization Software, Statistics
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From the lesson
Week 1: Means and Deviations in Mathematics and Python
Taught By
Robert Zimmer
Professor