scikit-learn Courses and Certifications

Microcredential

Journey into Machine Learning with Sklearn and Tensorflow

398 ratings at CodeSignal

Dive into machine learning fundamentals through advanced deep learning, mastering data preprocessing, model optimization, and neural networks using real-world datasets with Sklearn and Tensorflow frameworks.

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

Great Learning

Scikit-Learn

Learn to implement machine learning solutions using Scikit-learn, covering installation, algorithms, applications, advantages, and hands-on Python demos for data-driven decision-making.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Python Simplified

Unlock Scikit-learn GPU Powers with NVIDIA cuML - Tutorial and Benchmarks

Discover how to accelerate Scikit-learn with NVIDIA cuML GPU powers, comparing CPU vs GPU performance on large datasets with zero code changes. Learn setup on Google Colab and local systems with real-world benchmarks.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Open Data Science

Behind the Scenes of Scikit-Learn with Core Contributor Thomas Fan at ODSC West WarmUp Event

Explore Scikit-Learn's evolution, technical aspects, and future with core contributor Thomas Fan. Gain insights into open-source collaboration, industry applications, and machine learning advancements.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Open Data Science

Gael Varoquaux at ODSC Boston 2015 - Scikit-Learn for Easy Machine Learning

Explore machine learning with scikit-learn: its popularity, capabilities, and future. Learn about easy predictive analysis, development process, and exciting new features in this data science ecosystem.

• YouTube
• 52 minutes
• On-Demand
• Free Video

EDGE AI FOUNDATION

Scikit-learn for Microcontrollers

Discover how to implement scikit-learn machine learning models on microcontrollers for efficient edge computing and embedded AI applications.

• YouTube
• 20 minutes
• On-Demand
• Free Video

5 Minutes Engineering

Installation and Loading Dataset - Scikit-learn Series

Master Scikit-learn installation and dataset loading techniques in this practical 12-minute tutorial from the Ultimate Data Bootcamp series.

• YouTube
• 12 minutes
• On-Demand
• Free Video

5 Minutes Engineering

Label Encoding and OneHot Encoding - Scikit-learn Preprocessing

Master label encoding and one-hot encoding techniques using scikit-learn for effective categorical data preprocessing in machine learning projects.

• YouTube
• 13 minutes
• On-Demand
• Free Video

UofU Data Science

Practical Machine Learning Tutorial with Scikit-Learn - Lecture 20

Gain insights into setting up a machine learning workflow with scikit-learn through this hands-on tutorial.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Foundational Machine Learning Models with Sklearn

Master fundamental machine learning algorithms using Sklearn and the Iris dataset, from linear regression to decision trees, with hands-on implementation, evaluation metrics, and model optimization techniques.

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

The AI University

Read CSV Files, Extract Dataset Scikit Learn & Simulate Data Using Python - Machine Learning

Learn to extract data from CSV files and databases, use scikit-learn for dataset manipulation, and simulate various types of machine learning data in Python.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Data School

Machine Learning in Python With Scikit-Learn

Comprehensive guide to scikit-learn for machine learning in Python, covering model training, selection, evaluation, and text processing. Ideal for beginners and intermediate users.

• YouTube
• 7 hours
• On-Demand
• Free Video

Machine Learning with Scikit-Learn

Hands-on introduction to machine learning using Scikit-Learn and Python, covering key algorithms, preprocessing techniques, and feature selection for practical implementation.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Coursera

Optimize AI: Build Reusable Model Pipelines

Master strategic model selection and build standardized ML pipelines using Scikit-learn for efficient, scalable AI workflows in production environments.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course

Practical Machine Learning with Scikit-Learn

363 ratings at Udemy

Learn the most powerful machine learning algorithms in under an hour

• Udemy
• 1 hour 7 minutes
• On-Demand
• Free Online Course