Jupyter Notebooks Courses and Certifications

Let's Code Physics

Integrating Jupyter Notebooks in High School Physics - Creating a JupyterHub

Learn to integrate Jupyter notebooks into high school physics classes, with insights on setting up JupyterHub and leveraging interactive tools for engaging STEM education.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Let's Code Physics

Jupyter Notebook Assignment Development - Introduction and Learning Goals

Explore the process of creating Jupyter Notebook assignments for computational research methods, focusing on setting learning goals and structuring effective content.

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

1littlecoder

Build Machine Learning Blog with FastPages - Jupyter Notebook-Based Data Science Platform

Learn to create a free machine learning blog using FastPages, a powerful tool for data scientists to publish content from Jupyter Notebooks, Markdown, and Word documents.

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

Prodramp

Apply LIME to Explain, Trust, and Validate Your Predictions for Any ML Model

Learn to implement LIME for explaining ML model predictions, with hands-on exercises using image classification models and custom Python implementations.

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

CS Dojo

Python Tutorial for Absolute Beginners - What Are Variables?

Beginner-friendly introduction to Python variables using Jupyter Notebook. Learn basic concepts, installation, and practice with a hands-on problem-solving approach.

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

Let's Code Physics

Jupyter for First-Time Users - Introduction to Notebooks and Code Execution

Learn to use Jupyter notebooks for coding projects, including markdown, LaTeX, code execution, and debugging. Ideal for beginners in scientific computing and data analysis.

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

Corey Schafer

Jupyter Notebook Tutorial - Introduction, Setup, and Walkthrough

Learn to install, set up, and use Jupyter Notebooks for interactive coding, data visualization, and markdown text creation. Essential for data science and beneficial across various fields.

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

Part Time Larry

Historical Fear and Greed Index Data - Jupyter Notebooks

Explore historical Fear and Greed Index data using Jupyter Notebooks for backtesting and analysis, enhancing your understanding of market sentiment trends.

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

PyCon US

Rest Easy with Jupyrest - Deploy Notebooks as Web Services

Deploy Jupyter notebooks as web services effortlessly with Jupyrest, a Microsoft-developed library that transforms notebooks into microservices without modifications, streamlining the process for data scientists.

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

Red Hat Developer

Real-Time Image Processing AI/ML with Jupyter Notebooks

Explore real-time image processing using AI/ML techniques with Jupiter notebooks, enhancing your skills in cutting-edge technology applications.

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

EuroPython Conference

Caching for Jupyter Notebooks

Aprenda técnicas de caching para acelerar o desenvolvimento em Jupyter Notebooks, melhorando o fluxo de trabalho e reduzindo o tempo de espera em células dispendiosas.

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

Devoxx Poland

Jupyter Notebook vs Classical IDEs - Do You Have to Choose?

Explore the strengths and limitations of Jupyter Notebooks and traditional IDEs, understanding when to use each for optimal coding efficiency and productivity.

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

nanohubtechtalks

Hands-on Teaching with Jupyter Notebooks on nanoHUB

Explore hands-on teaching using Jupyter Notebooks on nanoHUB for chemistry courses. Learn to create interactive simulations, visualizations, and programming projects for enhanced student engagement and learning.

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

Prof. Ryan C. Cooper

Using Jupyter and Submitting Your First Homework - ME5180

Learn to use Jupyter Notebooks and submit your first homework assignment in this practical guide for ME5180 students.

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