Machine Learning for BI, PART 1: Data Profiling Download

Machine Learning for BI, PART 1: Data Profiling Free Download. Demystify the world of machine learning & build core data science skills, without writing a single line of code

Machine Learning for BI, PART 1: Data Profiling Description

Contents

1 Machine Learning for BI, PART 1: Data Profiling Description
2 Machine Learning for BI, PART 1: Data Profiling Free Download
- 2.1 Related

Requirements

This is a beginner-friendly course (no prior knowledge or math/stats background required)
We’ll use Microsoft Excel (Office 365) for some course demos, but participation is optional

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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

Who this course is for:

Anyone looking to learn the basics of machine learning through real-world demos and intuitive, crystal clear explanations
Data Analysts or BI experts looking to transition into data science or build a fundamental understanding of machine learning
R or Python users seeking a deeper understanding of the models and algorithms behind their code