K-Nearest Neighbors Courses and Certifications

Classification Algorithms and Metrics

Master classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch. Implement metrics like AUCROC and confusion matrix while gaining hands-on experience with real-world applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Cracking Classification

Master essential classification algorithms including logistic regression, decision trees, KNN, Naive Bayes, and SVM. Learn to evaluate model performance and apply techniques to real-world datasets.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Implementing AI Algorithms from Scratch in C++ (Part 1)

Master machine learning fundamentals by building regression, classification, and optimization algorithms from scratch in C++ without high-level libraries.

• CodeSignal
• 13 hours
• On-Demand
• Free Certificate
• 3 courses

How to optimize with DSPy

Master DSPy optimization through few-shot learning, instruction tuning, and finetuning. Cover data splits, optimizers, and program saving/loading for iterative LM improvement.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Classification Algorithms and Metrics

Dive into classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch without libraries, plus implement AUCROC metrics.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Python Machine Learning

Master machine learning fundamentals through hands-on Python programming, covering regression, classification, decision trees, and ensemble methods to solve real-world data problems.

• VDCI
• 30 hours
• On-Demand
• $1,895.00

Data Science: Supervised Machine Learning in Python

3554 ratings at Udemy

Full Guide to Implementing Classic Machine Learning Algorithms in Python and with Scikit-Learn

• Udemy
• 6 hours 25 minutes
• On-Demand
• Paid Course

The Supervised Machine Learning Bootcamp

1418 ratings at Udemy

Data Science, Python, sk learn, Decision Trees, Random Forests, KNNs, Ridge Lasso Regression, SVMs

• Udemy
• 5 hours 49 minutes
• On-Demand
• Paid Course

Machine Learning Classification Bootcamp in Python

1057 ratings at Udemy

Build 10 Practical Projects and Advance Your Skills in Machine Learning Using Python and Scikit Learn

• Udemy
• 11 hours 44 minutes
• On-Demand
• Paid Course

Logistic Regression in Python

922 ratings at Udemy

Logistic regression in Python tutorial for beginners. You can do Predictive modeling using Python after this course.

• Udemy
• 7 hours 40 minutes
• On-Demand
• Paid Course

Machine Learning Essentials - Master core ML concepts

770 ratings at Udemy

Kickstart Machine Learning, understand maths behind essential algorithms, implement them in python & build 8+ projects!

• Udemy
• 1 day 3 hours 57 minutes
• On-Demand
• Paid Course

Python Machine Learning Bootcamp (Live Online)

749 ratings at CourseHorse

Master the in-demand skill of machine learning and learn how to create algorithms that can independently learn patterns and make decisions in this hands-on bootcamp.

• CourseHorse
• On-Demand
• $1,895.00

Python Machine Learning Bootcamp (Live Online)

686 ratings at CourseHorse

Master the practical skills needed to solve real-world problems with machine learning.

• CourseHorse
• On-Demand
• $1,895.00

Machine Learning & Data Science: The Complete Visual Guide

623 ratings at Udemy

Learn data science & machine learning topics with simple, step-by-step demos and user-friendly Excel models (NO code!)

• Udemy
• 8 hours 52 minutes
• On-Demand
• Paid Course

Machine Learning for Data Analysis: Classification Modeling

604 ratings at Udemy

Machine Learning made simple with Excel! Classification for advanced data analysis & business intelligence (no coding!)

• Udemy
• 2 hours 31 minutes
• On-Demand
• Paid Course