The Complete Visual Guide to Machine Learning

Overview

This beginner-friendly machine learning and data science course is designed to build confidence through guided, step-by-step demonstrations, teaching foundational skills from the ground up. Through user-friendly, Excel-based models, you’ll learn topics like linear and logistic regression, decision trees, KNN, naïve bayes, hierarchical clustering, and sentiment analysis—all without writing a single line of code. The course combines 4 best-selling courses from Maven Analytics into a single masterclass, enabling you to explore real-world scenarios that simulate actual data science and business intelligence cases.

The course offers immediate, lifetime access to 9+ hours of on-demand video, a 350+ page Machine Learning Foundations ebook, downloadable Excel project files, and expert Q&A forums. Throughout the course, you’ll work on real-world projects such as building a recommendation engine for Spotify, analyzing customer purchase behavior, forecasting sales for a new product launch, and more. If you’re an analyst or aspiring data professional looking to build a solid foundation for a successful career in machine learning or data science, this course is the ideal starting point. Happy learning!

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Skills you’ll learn

1. Understanding machine learning techniques and workflows
2. Conducting univariate and multivariate profiling
3. Applying classification models (e.g., KNN, Naïve Bayes, Decision Trees)
4. Performing regression and time-series forecasting
5. Evaluating model performance and diagnostics
6. Exploring unsupervised learning techniques (e.g., clustering, association mining)
7. Implementing outlier detection and dimensionality reduction methods
8. Analyzing and visualizing real-world datasets with Excel-based models

Summary

Delve into the enthralling world of Machine Learning and Data Science with this comprehensive visual guide by the esteemed Maven Analytics, featuring expert instructors Chris Dutton and Joshua MacCarty. Consisting of an impressive 182 lessons, this course has already captivated over 1,400 eager learners, earning an outstanding 4.8 out of 5-star rating. Unleash your potential in this rapidly expanding field with the guidance of true professionals.