Machine Learning for Data Analysis: Data Profiling & QA
Machine Learning for Data Analysis: Data Profiling & QA Course
Machine Learning made simple with Excel! Learn data profiling for advanced analysis & business intelligence (no coding!)
This course makes data science approachable to everyday people and is designed to demystify powerful Machine Learning tools & techniques without trying to teach you a coding language at the same time. Instead, we’ll use familiar, user-friendly tools like Microsoft Excel to break down complex topics and help you understand exactly HOW and WHY machine learning works before you dive into programming languages like Python or R. Unlike most Data Science and Machine Learning courses, you won’t write a SINGLE LINE of code
What you’ll learn
- Build foundational machine learning & data science skills, without writing complex code
- Use intuitive, user-friendly tools like Microsoft Excel to introduce & demystify machine learning tools & techniques
- Prepare raw data for analysis using QA tools like variable types, range calculations & table structures
- Analyze datasets using common univariate & multivariate profiling metrics
- Describe & visualize distributions with histograms, kernel densities, heat maps and violin plots
- Explore multivariate relationships with scatterplots and correlation
Recommended Machine Learning Course
Machine Learning for Data Analysis: Unsupervised Learning
Machine Learning: Natural Language Processing in Python (V2)
