scikit-learn Courses and Certifications

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

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

Machine Learning with Python and Scikit-Learn – Full Course

Hands-on introduction to machine learning with Python and Scikit-Learn. Covers regression, classification, tree-based models, and best practices. Includes real-world project and cloud deployment using Flask.

• freeCodeCamp
• 18 hours 1 minute
• On-Demand
• Free Video

Scikit-Learn For Machine Learning Classification Problems

Learn to build and train classifier models using Scikit-Learn, exploring algorithms for classification, regression, and clustering, including support vector machines, random forests, and k-means.

• Coursera
• 1 hour 48 minutes
• On-Demand
• Paid Course

Scikit-Learn to Solve Regression Machine Learning Problems

Learn to build and train regression models using Scikit-Learn, exploring algorithms like support vector machines, random forests, and gradient boosting. Gain practical skills applicable to various industries.

• Coursera
• 1 hour 56 minutes
• On-Demand
• Paid Course

Pythonで機械学習：scikit-learnで学ぶ識別入門

2053 ratings at Udemy

pythonの機械学習ライブラリscikit-learnを使って，識別の基本を徹底的にマスターしよう！

• Udemy
• 9 hours 13 minutes
• On-Demand
• Paid Course

Using Python for Research

12 reviews

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
• On-Demand
• Free Online Course (Audit)

Introducción a la Inteligencia Artificial: Principales Algoritmos

25 reviews

Aprende cómo funcionan los algoritmos de inteligencia artificial que hacen posible los chatbos, automóviles autónomos, el reconocimiento de voz y más.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

FinTech Bootcamp

608 ratings at Noble Desktop

Master Python, data science, and financial analysis skills to build a career in FinTech. Learn data visualization, machine learning, SQL, automation, and create interactive dashboards for real-world applications.

• Noble Desktop
• On-Demand
• Paid Course

Data Science & AI Certificate

601 ratings at Noble Desktop

Master Python, SQL, and machine learning fundamentals to build data science skills, create automated solutions, develop interactive dashboards, and implement predictive models for real-world applications.

• Noble Desktop
• On-Demand
• Paid Course

Python Data Science & Machine Learning Bootcamp

403 ratings at Noble Desktop

Master Python data science essentials - from data analysis and visualization to machine learning algorithms. Build predictive models, create interactive dashboards, and automate workflows using NumPy, Pandas, Matplotlib, and scikit-learn.

• Noble Desktop
• On-Demand
• Paid Course

Microcredential

Mastering Dimensionality Reduction with Python

Master Python-based dimensionality reduction techniques from PCA to autoencoders, learning to extract essential features from complex datasets and optimize machine learning model performance through hands-on practice.

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

Microcredential

Predictive Modeling with Python

Master predictive modeling in Python through hands-on regression analysis, data preprocessing, and advanced machine learning techniques using the California Housing Dataset.

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

Introduction to Neural Networks with TensorFlow

Master neural networks and deep learning fundamentals using TensorFlow, from data preprocessing to model training. Build and optimize architectures, implement activation functions, and enhance model performance with the Digits dataset.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to Predictive Modeling

Gain insights into predictive modeling fundamentals using real estate data, linear regression techniques, and model evaluation methods to make data-driven decisions.

• CodeSignal
• On-Demand
• Free Certificate