scikit-learn Courses and Certifications

Associate AI Engineer for Data Scientists

Train and fine-tune the latest AI models for production, including LLMs like Llama 3. Start your journey to becoming an AI Engineer today!

• DataCamp
• 1 day 16 hours
• On-Demand
• Free Trial Available

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to Linear Modeling in Python

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Scientist in Python

Learn data science in Python, from data manipulation to machine learning, and gain the skills needed for the Data Scientist in Python certification!

• DataCamp
• 1 day 2 hours
• On-Demand
• Free Trial Available

Marketing Analytics: Predicting Customer Churn in Python

Learn how to use Python to analyze customer churn and build a model to predict it.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Practicing Machine Learning Interview Questions in Python

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning interview questions.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Explainable AI in Python

Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning Scientist in Python

Discover machine learning with Python and work towards becoming a machine learning scientist. Explore supervised, unsupervised, and deep learning.

• DataCamp
• 3 days 13 hours
• On-Demand
• Free Trial Available

Supervised Machine Learning in Python

Master the most popular supervised machine learning techniques to begin making predictions with labeled data.

• DataCamp
• 1 day 1 hour
• On-Demand
• Free Trial Available

Natural Language Processing in Python

Learn how to transcribe, and extract exciting insights from books, review sites, and online articles with Natural Language Processing (NLP) in Python.

• DataCamp
• 20 hours
• On-Demand
• Free Trial Available

Software Engineering for Data Scientists

1 rating at Udacity

Master software engineering best practices for data science, including OOP, package creation, virtual environments, testing, and building interactive ML dashboards with FastHTML.

• Udacity
• 13 hours
• On-Demand
• Paid Course

Intro to Machine Learning

Discover the fundamentals of machine learning with scikit-learn, building practical business models for regression, classification, clustering, and dimensionality reduction through hands-on projects.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

1littlecoder

PyScript Tutorial: Machine Learning with Scikit-Learn - Training and Interactive Prediction

Create interactive machine learning app with PyScript: upload CSV, train models, and make predictions using Pandas, Panel, and Scikit-Learn.

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

EuroPython Conference

Histogram-based Gradient Boosting in scikit-learn 0.21

Explore the new Histogram-based Gradient Boosting implementation in scikit-learn 0.21, offering competitive performance with XGBoost and LightGBM for efficient machine learning on tabular data.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

EuroPython Conference

Building a Naive Bayes Text Classifier with scikit-learn

Learn to build a Naive Bayes text classifier using scikit-learn, exploring preprocessing techniques and feature extraction methods for effective spam detection in YouTube comments.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk