Distillation Courses and Certifications

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

MIT HAN Lab

Neural Architecture Search for Efficient Deep Learning - Lecture 9

Explore advanced neural architecture search techniques for efficient deep learning on resource-constrained devices. Gain insights into model optimization for mobile and IoT applications.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

MIT HAN Lab

Quantum Machine Learning - Lecture 22

Explore quantum machine learning fundamentals, bridging quantum computing and AI. Gain insights into this emerging field's potential to revolutionize computational approaches.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

MIT HAN Lab

Efficient Transformers - Lecture 20

Explore efficient transformer architectures for optimized deep learning on resource-constrained devices. Learn techniques to enhance performance and reduce computational demands.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

MIT HAN Lab

Efficient Transformers - Lecture 20

Explore efficient transformer architectures for optimized deep learning on resource-constrained devices. Learn techniques to enhance performance and reduce computational demands.

• YouTube
• 1 hour 18 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

Organic Chemistry I Lab

Conduct at-home experiments and answer lab-based questions to fulfill Organic Chemistry I lab requirements, complementing the online lecture course.

• StraighterLine
• On-Demand
• Paid Course

Organic Chemistry II Lab

Conduct at-home experiments and answer lab-based questions to fulfill Organic Chemistry II lab requirements.

• StraighterLine
• On-Demand
• Paid Course

Graham Neubig

Distillation, Quantization, and Pruning in Advanced NLP - Lecture 11

Explore distillation, quantization, and pruning techniques for optimizing NLP models, enhancing efficiency and performance in advanced natural language processing.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

How To Make Everything

Iron Age to Medieval Era: A Journey Through Historical Technologies - Part 2

Explore humanity's technological evolution from the Iron Age through Medieval times through hands-on demonstrations of ancient crafts, from iron smelting and papermaking to brewing and metalworking.

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

Shaanxi Polytechnic Institute

化工单元过程与操作

Master essential chemical engineering unit operations, from fluid transport to mass transfer, while developing practical skills for equipment operation, troubleshooting, and process control in industrial settings.

• XuetangX
• On-Demand
• Free Online Course

国际名酒知识与品鉴

探索八种世界知名酒品的历史渊源、酿造工艺和品鉴方法，从威士忌到清酒，掌握专业的感官评价技巧和全球酒文化知识。

• XuetangX
• On-Demand
• Free Online Course

Guangdong University of Technology

化工原理

Master fundamental principles of chemical engineering processes, focusing on momentum, heat, and mass transfer. Learn equipment design, unit operations, and practical problem-solving skills for industrial applications.

• XuetangX
• On-Demand
• Free Online Course

Cambridge University Press

石油加工工程

本课程讲授原油与油品的基础知识，以及将原油加工成合格石油产品的工艺过程。通过课程学习，为您在石油炼制与化工领域的职业发展奠定良好的专业基础。

• XuetangX
• On-Demand
• Free Online Course