scikit-learn Courses and Certifications

Employing Ensemble Methods with scikit-learn

15 ratings at Pluralsight

This course covers the theoretical and practical aspects of building ensemble learning solutions in scikit-learn; from random forests built using bagging and pasting to adaptive and gradient boosting and model stacking and hyperparameter tuning.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Model Evaluation and Selection Using scikit-learn

15 ratings at Pluralsight

Review the techniques and metrics used to evaluate how well your machine learning model performs. You will also learn methods to select the best machine learning model from a set of models that you've built.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Preparing Data for Modeling with scikit-learn

13 ratings at Pluralsight

This course covers important steps in the pre-processing of data, including standardization, normalization, novelty and outlier detection, pre-processing image and text data, as well as explicit kernel approximations such as the RBF and Nystroem methods.

• Pluralsight
• 3-4 hours
• On-Demand
• Free Trial Available

Building Neural Networks with scikit-learn

10 ratings at Pluralsight

This course covers all the important aspects of support currently available in scikit-learn for the construction and training of neural networks, including the perceptron, MLPClassifier, and MLPRegressor, as well as Restricted Boltzmann Machines.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Scikit-Learn Course - Machine Learning in Python Tutorial

Scikit-learn is a free software machine learning library for the Python programming language. Learn about machine learning using scikit-learn in this full course.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Online Course

Machine Learning with Scikit-Learn

Hands-On Machine Learning with Scikit-Learn and Python - Course Preview. Hints at how to use Python to train a neural network. The Dataset includes: KNN, Logistic Regression, Decision Trees, Scaling, Normalization, Automatic Feature Selection.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Data School

Machine Learning in Python With Scikit-Learn

Master Python's scikit-learn library for effective machine learning with Data School's 7-hour program. Learn model training, comparison, selection, and evaluation.

• YouTube
• 7 hours
• On-Demand
• Free Online Course

The AI University

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

Learn to read CSV files, extract datasets with scikit-learn, and simulate data using Python in under an hour with The AI University.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Great Learning

Scikit-Learn

Master Python's Scikit-learn library with Great Learning's 1-2 hour program. Learn to build simple to complex machine learning models and earn a free certificate of completion.

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

Scikit-learn Crash Course - Machine Learning Library for Python

Learn to use Scikit-learn, a Python machine learning library, in this concise 2-3 hour crash course covering preprocessing, metrics, and meta-estimators.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Online Course

DigitalSreeni

Introduction to Image Processing Using Scikit-Image in Python

Learn image processing using scikit-image in Python with DigitalSreeni. Master resizing, reshaping, edge detection, and segmentation in under an hour.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

Perform Sentiment Analysis with scikit-learn

409 ratings at Coursera

Learn sentiment analysis fundamentals and build a logistic regression model with Coursera Project Network. Classify movie reviews using the IMDB dataset on a pre-configured cloud desktop.

• Coursera
• 1 hour 25 minutes
• On-Demand
• Paid Course

Multiple Linear Regression with scikit-learn

355 ratings at Coursera

Learn to build and evaluate multiple linear regression models using Python in a 2-hour project-based course by Coursera. Gain hands-on experience with data visualization and model accuracy assessment.

• Coursera
• 1 hour 22 minutes
• On-Demand
• Paid Course

Predict Employee Turnover with scikit-learn

254 ratings at Coursera

Learn to predict employee turnover using Python and scikit-learn with Coursera's project-based course. Gain hands-on experience with decision trees, random forests, and interactive controls.

• Coursera
• 1 hour 25 minutes
• On-Demand
• Paid Course

Predict Sales Revenue with scikit-learn

235 ratings at Coursera

Learn to build and evaluate a linear regression model using Python and scikit-learn with Coursera. Predict sales revenue from advertising data in a 2-hour project-based course.

• Coursera
• 1 hour 15 minutes
• On-Demand
• Paid Course