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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Introduction to Applied Business Analytics

322 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
• Self-Paced
• Paid Course

Machine Learning for Absolute Beginners - Level 2

2941 ratings at Udemy

Learn the Python Fundamentals and Pandas Library for Data Science Projects

• Udemy
• 4 hours
• Self-Paced
• Paid Course

Packt Credential

Data Analysis with Pandas and Python

41 ratings at Coursera

Domina el análisis de datos con Python y Pandas: desde la configuración hasta visualizaciones avanzadas. Aprende estructuras de datos, manipulación de fechas, operaciones de E/S y técnicas de visualización para roles analíticos avanzados.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Packt

Foundations of Data Analysis with Pandas and Python

30 ratings at Coursera

Master Python and Pandas for data analysis. Learn setup, programming basics, and advanced techniques. Gain skills in data manipulation, importing, and analysis methods for efficient and sophisticated insights.

• Coursera
• 9 hours 34 minutes
• Self-Paced
• 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
• Self-Paced
• $1,495.00

Python for Data Analysis

991 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
• Self-Paced
• Free Online Course

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
• Self-Paced
• Paid Course

AI Coding with Jupyter AI

Learn to use Jupyter AI, which adds generative AI capabilities to Jupyter Lab and Jupyter Notebook, the most popular open-source tools for Python programmers, Data Scientists, and AI & Machine Learning Engineers.

• Zero To Mastery
• 1 hour
• Self-Paced
• 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
• Self-Paced
• Paid Course

Python Simplified

Teach LLM Something New - LoRA Fine Tuning on Custom Data

Master LoRA fine-tuning to customize pre-trained LLMs with your own data using Hugging Face Transformers, PEFT, and Python in this hands-on coding tutorial.

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