Weather Courses

Nicholas Renotte

Forecasting Weather with Neural Prophet and Python

Learn to forecast weather using Neural Prophet and Python. Preprocess data, train models, and generate accurate temperature predictions with this hands-on tutorial.

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

Web Dev Simplified

How to Build a Weather App in JavaScript Without Needing a Server

Learn to build a JavaScript weather app using APIs, data transformation, and CSS, without server-side code. Covers HTML structure, styling, API integration, and location-based features.

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

Sven Holbik

Weather Patterns and Severe Storms

Explore air masses, fronts, and severe weather phenomena like thunderstorms, tornadoes, and hurricanes. Learn about their formation, characteristics, and impacts on climate and society.

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

Brian Advent

iOS Swift Tutorial - Create a Weather App from Scratch

Create a weather app using Swift, integrating API data, JSON processing, and UI design. Learn to build a functional TableViewController and handle real-time weather information.

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

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
• On-Demand
• 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
• On-Demand
• Free Video

Hardware.ai

Wio Terminal TinyML Weather Prediction with TensorFlow Lite and LVGL GUI - Course 4

Create an intelligent meteostation using Wio Terminal and TensorFlow Lite for Microcontrollers to predict weather and precipitation based on local environmental sensor data, with LVGL GUI integration.

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

Dave Gray

Build a Weather App with Vanilla JavaScript - JavaScript Project for Beginners

Build a responsive weather app using vanilla JavaScript, HTML, and SCSS. Learn API integration, geolocation, data storage, async/await, and serverless functions while prioritizing accessibility.

• YouTube
• 5 hours 16 minutes
• On-Demand
• Free Video

Weather Data in BigQuery

In this lab you analyze historical weather observations using BigQuery and use weather data in conjunction with other datasets. This lab is part of a series of labs on processing scientific data.

• Google Cloud Skills Boost
• On-Demand
• Free Online Course

linux.conf.au

Open Hardware Weather Radar

Explore open hardware weather radar using SDR technology, covering radar meteorology, hardware design, advanced topics like polarization, and community benefits of increased weather observability.

• YouTube
• 34 minutes
• On-Demand
• Conference Talk

n8n

Daily Weather Notifications with OpenWeatherMap and Twilio

Create a daily weather notification workflow using OpenWeatherMap and Twilio to receive SMS alerts about clothing recommendations based on the forecast.

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

Weather and Climate - The Greatest Disruptor

Explore the critical impact of weather and climate on businesses and industries, emphasizing the importance of integrating these factors into strategic planning for competitive advantage.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Applied Data Science & Engineering for Local Weather Forecasts

Explore data science applications in local weather forecasting, covering numerical prediction models, scaling with Apache Airflow, and forecast verification techniques for improved accuracy.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

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
• On-Demand
• Conference Talk

Ruby Central

Change the Climate Before Changing the Weather

Explore strategies for initiating positive change in workplace systems, starting with small-scale improvements that can lead to broader organizational shifts.

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