Distillation Courses and Certifications

白酒品评与酒体设计

曾经的企业能手，投身于教学工作，旨在传承和发扬中国传统白酒技艺，提高你对白酒的认知。让你通过对白酒生产实践的学习，Get到白酒品评与酒体设计的原理和方法，勾调出属于自己的产品。

• XuetangX
• On-Demand
• Free Online Course

现代酿酒科学与技术

Dive into the comprehensive world of brewing, from traditional Chinese yellow wine to modern beer, wine, and baijiu production. Master fermentation processes, ingredients, and tasting techniques.

• XuetangX
• On-Demand
• Free Online Course

Optimizing for Interpretability in Deep Neural Networks - Mike Wu

Explore techniques for making deep neural networks more interpretable through regularization, focusing on medical applications in critical care and HIV treatment. Insights on balancing model performance with human-understandable decision processes.

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

The science of alcohol

11 ratings at OpenLearn

Alcohol plays a considerable part in the daily lives of humanity and has done for thousands of years. This free course, The science of alcohol, looks at the science behind the processes of brewing,...

• OpenLearn
• 24 hours
• On-Demand
• Free Certificate

Cannabis Processing

This course will examine all processing and refinement methods of cannabis, including marijuana and hemp. Students will learn about extraction methods, distillation techniques, and purification methods. This course is eligible for Audit and Verified Cert…

• edX
• 8 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Organic Chemistry Lab Ⅰ

Master essential organic chemistry laboratory techniques through hands-on practice with recrystallization, distillation, extraction, and synthesis reactions like acetanilide and ethyl benzoate preparation.

• XuetangX
• On-Demand
• Free Online Course

Organic Chemistry Lab Ⅱ

Master advanced organic chemistry laboratory techniques through hands-on synthesis experiments, including green chemistry approaches and practical methods like recrystallization, extraction, and photoredox reactions.

• XuetangX
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Thermal Operations in Food Process Engineering: Theory and Applications

Explore thermal processing in food engineering, covering heat transfer, drying, preservation, evaporation, and distillation. Gain essential knowledge for various processing industries.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Guwahati;  NPTEL

Chemical Process Intensification

Explore advanced chemical process intensification techniques, focusing on sustainable development, optimization, and innovative reactor designs for enhanced efficiency in industrial applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

tinyML

A Review of Compression Methods for Deep Convolutional Neural Networks

Explore compression techniques for Convolutional Neural Networks, including pruning, distillation, and quantization, to optimize deployment on tinyML devices without compromising accuracy.

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

Edan Meyer

RL Foundation Models Are Coming!

Explore DeepMind's AdA algorithm, combining meta-learning, attention, and curriculum learning for advanced reinforcement learning. Discover promising results and future prospects in this emerging field.

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

Yannic Kilcher

Movement Pruning - Adaptive Sparsity by Fine-Tuning

Explore Movement Pruning, an adaptive sparsity technique for fine-tuning deep neural networks. Learn its advantages over Magnitude Pruning in transfer learning scenarios and its impact on model efficiency.

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

Data Council

How to Interpret and Explain Black Box Models

Explore popular model explanation techniques for machine learning interpretability, including LIME, SHAP, and visual analytics. Gain insights into making complex models more understandable and explainable.

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

Google Cloud Tech

Customizing Generative AI Models with Vertex AI

Explore Vertex AI's capabilities for customizing foundation models, including supervised fine-tuning and distillation techniques, to enhance performance and create unique AI offerings.

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

Sam Witteveen

Llama 3.2 - Multimodal and Edge Computing Advancements

Explore Llama 3.2's multimodal capabilities, edge computing potential, and performance benchmarks. Learn about its vision-tuned models, lightweight versions, and integration with Ollama.

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