Weather Courses

Eran Feit

Transfer Learn in Weather Images

Learn to classify weather images using transfer learning with Python, TensorFlow, and VGG19. Covers dataset preparation, model implementation, and image prediction.

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

Eran Feit

Deep Learning in Weather Images - Using TensorFlow and CNN

Learn to build a CNN model using TensorFlow and Keras to predict weather scenes from images. Covers dataset preparation, model creation, training, and testing.

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

AGU

Extreme Space Weather Studies - Addressing Societal Needs

Explore extreme space weather's impact on technology and society, focusing on magnetosphere-ionosphere dynamics and the role of 3-D global MHD models in understanding geomagnetically induced currents.

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

AGU

Near Real-Time Data Uses for Earth Science and Space Weather Applications

Explore innovative applications of near real-time data in Earth science and space weather, including media outreach, social media integration, and data correlation techniques for enhanced scientific insights.

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

AGU

Transport and Impacts of African Dust on Weather and Climate - Part 1

Explore African dust's impact on tropical cyclones, climate, and ice nucleation. Discover trends in dust transport to the Caribbean and its influence on the hydrologic cycle and tropical convection.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• Free Video

AGU

Drowning and Drought - Extreme Weather Impacts on Economy and Society

Experts examine extreme weather hazards, climate change impacts, and preparedness strategies. Case study on Texas drought. Discussion on economic losses, climate risks, and disaster risk reduction principles.

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

AGU

Predicting and Managing Extreme Weather and Climate Events - Fall 2011

Explore extreme weather prediction and management with NOAA's Jane Lubchenco. Learn about challenges in forecasting, monitoring, and mitigating impacts of various environmental events to enhance community resilience.

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

AGU

Innovations for Understanding Weather and Climate

New tools for weather and climate monitoring: mobile alerts for severe weather, advanced cloud radar systems, and high-altitude atmospheric gas sampling techniques to enhance forecasting and climate research.

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

AGU

Predicting and Managing Extreme Weather and Climate Events

Explore strategies for predicting and managing extreme weather and climate events with insights from Dr. Jane Lubchenco's lecture at the AGU Fall Meeting 2011.

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

AGU

Heliophysics and Space Weather: From Solar Dynamics to Geomagnetic Storms

Explore heliophysics and space weather with NASA astrophysicist James Klimchuk, covering solar phenomena, coronal mass ejections, and their impacts on Earth's magnetic field and technology.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

EuroPython Conference

Space Weather Monitoring for a Virtual Reality Simulation

Explore a Python-based tool for monitoring space weather and forecasting radiation exposure for Mars missions, integrating real-time data and virtual reality simulations.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Raspberry Pi Weather Station

Learn to build a Raspberry Pi weather station using Python, covering sensor programming, data logging, UI creation, and web integration. Ideal for young programmers and schools.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

CodeWithHarry

Creating a Weather App Using HTML, CSS and JavaScript

Build a functional weather app using HTML, CSS, and JavaScript. Learn to integrate APIs, handle user input, and display real-time weather data in an interactive and visually appealing interface.

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

Philipp Lackner

How to Build an MVI Clean Code Weather App in Android Studio - Jetpack Compose

Learn to create a weather app using MVI architecture, Clean Code principles, and Jetpack Compose in Android Studio. Utilize the Open Meteo API to fetch and display weather data with an attractive user interface.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Ruby Central

Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

Explore building weather prediction models using machine learning in Ruby, covering data preparation, linear regression, and practical implementation techniques for Rubyists of all levels.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk