JupyterLab Courses and Certifications

EuroPython Conference

Creating Your Own Extensions for JupyterLab

Learn to create custom JupyterLab extensions, enhancing functionality and integrating complex tasks. Explore the extension infrastructure and build a step-by-step app with styling and parameter options.

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

CodeWithHarry

JupyterLab Tutorial - Installation, Features, and Usage

Comprehensive guide to JupyterLab installation, features, and usage. Learn to leverage this powerful web-based interface for interactive computing and data analysis.

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

Jupyter AI v3 - Human + AI Collaboration

Explore Jupyter AI v3's revolutionary multi-agent system enabling collaborative AI personas that work with notebooks, kernels, and tools while supporting extensible automation.

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

Building ML Pipelines in JupyterLab Using Elyra - Without Writing Code

Learn to create ML pipelines visually in JupyterLab with Elyra, exploring pipeline properties, components, runtime environments, and remote execution options.

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

Machine Learning for Absolute Beginners - Level 2

2933 ratings at Udemy

Learn the Python Fundamentals and Pandas Library for Data Science Projects

• Udemy
• 4 hours
• On-Demand
• Paid Course

Python for Data Analysis

986 ratings at Udemy

Master Python tools like JupyterLab, Numpy, and Pandas for efficient data wrangling and analysis. Create impactful visualizations using Matplotlib and Seaborn to effectively communicate insights from your data.

• Udemy
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Introduction to Applied Business Analytics

319 ratings at Coursera

Discover how to use Python for business data analytics, from cleaning and transforming data to creating visualizations and automating business problem-solving workflows.

• Coursera
• 13 hours 57 minutes
• On-Demand
• Paid Course

Python for Research and Scientific Computing

53 ratings at Udemy

A Project-Based Course for Researchers and Engineers to Learn Scientific Problem-Solving with Python

• Udemy
• 9 hours 4 minutes
• On-Demand
• Paid Course

Python Programming Level 3: Data Analysis Using Python (Live Online)

8 ratings at CourseHorse

Master the art of advanced data analysis in Python.

• CourseHorse
• 20 hours
• On-Demand
• $1,495.00

Rob Mulla

Jupyter Notebook Complete Beginner Guide - From Jupyter to Jupyterlab, Google Colab and Kaggle

Comprehensive guide to Jupyter environments: from basic notebooks to JupyterLab, Google Colab, and Kaggle. Learn setup, features, and shortcuts for efficient data science workflows.

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

Data Analysis with the FraudFinder Workshop

FraudFinder is a series of JupyterLabs that show how to implement an end-to-end Data to AI architecture works on Google Cloud, through a toy use case of real-time fraud detection system.

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Lab - Build Machine Learning Models with Amazon SageMaker

Learn to build and deploy machine learning models using Amazon SageMaker's interface, from environment setup to running linear regression with Python and scikit-learn.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

米国データサイエンティストがやさしく教えるデータサイエンスのためのPython講座

1605 ratings at Udemy

データサイエンスのプロが現場目線で徹底的にわかりやすく教えます．ここでしか学べない実践的な内容です．

• Udemy
• 23 hours 29 minutes
• On-Demand
• Paid Course

米国データサイエンティストが教える統計学超入門講座【Pythonで実践】

1114 ratings at Udemy

米国で現役で働くデータサイエンティストがゼロからやさしく教えます．学習した統計学の理論をPythonで実装するので即実務に適用可能です

• Udemy
• 16 hours 14 minutes
• On-Demand
• Paid Course

PyCon US

Functional Python

Explore functional programming concepts in Python, including higher-order functions, immutability, and lazy evaluation. Learn to write cleaner, more efficient code using functional paradigms.

• YouTube
• 2 hours 28 minutes
• On-Demand
• Conference Talk