scikit-learn Courses and Certifications

Data School

Machine Learning in Python With Scikit-Learn

Learn to build, compare, tune, and evaluate machine learning models in Python using scikit-learn, including cross-validation and text classification.

• YouTube
• 7 hours
• Self-Paced
• Free Video

Machine Learning with scikit-learn

14 ratings at DataCamp

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Career Certificate

Introduction to Machine Learning with SciKit Learn

324 ratings at CodeSignal

Learn machine learning end to end with scikit-learn, from preprocessing and model training through regression, classification, evaluation, ensembles, and cross-validation.

• CodeSignal
• 18 hours
• Self-Paced
• Free Certificate
• 7 courses

Intro to Machine Learning

20 ratings

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 65 hours
• Self-Paced
• Free Online Course

Introduction to Data Science and scikit-learn in Python

64 ratings at Coursera

Learn Python basics then use NumPy, Pandas, and scikit-learn to test hypotheses, applying linear regression to diabetes progression and classification to predict heart disease.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Coursera Career Certificate

Machine Learning with Scikit-learn, PyTorch & Hugging Face

35 ratings at Coursera

Build and deploy machine learning solutions with scikit-learn, PyTorch, and Hugging Face: supervised and unsupervised models, feature engineering, time series forecasting, transformers, LLMs, and model monitoring.

• Coursera
• 20 weeks, 7 hours a week
• Self-Paced
• Paid Course
• 5 courses

Coursera

Scikit-Learn to Solve Regression Machine Learning Problems

11 ratings at Coursera

Build and train regression models with Scikit-Learn in a hands-on Python project you can add to a portfolio.

• Coursera
• 1 hour 56 minutes
• Self-Paced
• Paid Course

Packt

Machine Learning with PyTorch and Scikit-Learn

Build machine learning and deep learning models with scikit-learn and PyTorch: classifiers, clustering, CNNs, RNNs, transformers, GANs, graph neural networks, and reinforcement learning.

• Coursera
• 19 weeks, 2 hours a week
• Self-Paced
• Paid Course

Applied Machine Learning in Python

6 ratings

Build predictive models in Python with scikit-learn: k-nearest neighbors, ridge and lasso regression, SVMs, decision trees, cross-validation, tree ensembles, and detecting data leakage.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

5 Minutes Engineering

Robust Scaler and Outliers in Machine Learning Explained in Hindi - Scikit-learn Series

Discover how Robust Scaler handles outliers in machine learning using Scikit-learn, explained in Hindi with practical examples for better data preprocessing.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

5 Minutes Engineering

Handling Missing Values - Simple Imputer and KNN Imputer Explained in Hindi - Scikit-learn Series

Master Simple Imputer and KNN Imputer techniques in Scikit-learn for effectively handling missing data in machine learning projects, explained in Hindi.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Machine Learning with Python

18465 ratings at Coursera

Build machine learning models in Python with scikit-learn: linear and logistic regression, decision trees, SVMs, KNN, clustering, PCA/t-SNE/UMAP, and a rainfall prediction project.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Using Python for Research

12 ratings

Take your introductory knowledge of Python programming to the next level and learn how to use Python 3 for your research.

• edX
• 12 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Machine Learning with Python and Scikit-Learn – Full Course

1 rating

Learn core supervised and unsupervised machine learning algorithms in Python with Scikit-Learn, then build a project from scratch and deploy it with Flask.

• freeCodeCamp
• 18 hours 1 minute
• Self-Paced
• Free Video

Unsupervised Learning in Python

1164 ratings at DataCamp

Say you have a collection of customers with a variety of characteristics such as age, location, and financial history, and you wish to discover patterns and sort them into clusters.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available