This course is primarily aimed at individuals who want to learn how Data Science is applied in the real world, what we mean by data, and what we mean by machine learning. The course also covers concepts such as K-means and categorical and numerical data. … [Read more...] about The Data Science Profession Student View
Data Science
From Data to Decisions: Finding Patterns with AI
This course teaches students how to generate univariate graphics, such as histograms and box plots, using generative AI tools to automate and streamline the analysis process. Students will explore conditional means through statistical methods like ANOVA and t-tests, while also using AI to create and interpret visualizations, such as bar charts and dot plots. A key focus will … [Read more...] about From Data to Decisions: Finding Patterns with AI
The Simplest Guide' to Clinical Data Analysis with SAS
In the realm of pharma and life sciences, clinical data analysis is a critical skill that demands precision and expertise. This course breaks down the intricate processes involved in analyzing clinical trial data using SAS, making it accessible to professionals at all levels. You'll begin with an introduction to the industry, understanding the components and phases of clinical … [Read more...] about The Simplest Guide' to Clinical Data Analysis with SAS
Coding and Automation for Data Analysis with Generative AI
This course teaches you to harness AI-powered tools for code generation, focusing on SQL, Python, and R for data analysis tasks. You'll learn to create complex formulas and automate repetitive data manipulation processes, significantly boosting your productivity. The course covers the design and implementation of automated data processing pipelines, enabling you to streamline … [Read more...] about Coding and Automation for Data Analysis with Generative AI
Machine Learning: Random Forest with Python from Scratch
Embark on a journey through the exciting world of machine learning, starting with the foundations of Python programming. You'll begin by mastering Python’s essential data types, loops, and decision-making constructs, gaining a strong coding foundation. As you progress, you’ll dive into machine learning, exploring how it mimics human learning, processes datasets, and applies … [Read more...] about Machine Learning: Random Forest with Python from Scratch
