Social And Emotional Learning Courses

MLOps.community

Real-Time Machine Learning: Features and Inference - MLOps Podcast #135

Explore real-time ML features and inference with LinkedIn experts. Gain insights on implementation, challenges, and best practices for moving from batch to interactive near real-time machine learning.

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

MLOps.community

Real-time Machine Learning - MLOps Coffee Sessions

Explore real-time machine learning with Chip Huyen, covering learning strategies, MLOps challenges, and streaming complexities. Gain insights on when to implement real-time solutions and avoid common company mistakes.

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

MLOps.community

Managing Machine Learning Projects - From Design to Deployment

Explore ML project management strategies, from setup to production integration. Learn to navigate challenges, assess models, and align with business processes for successful implementation.

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

MLOps.community

Lessons from Building LLM-based Social Media Products

Explore Gen AI product development for social media: from ideation to success measurement. Learn efficient strategies for user-centric AI products, hardware planning, and building user trust.

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

MLOps.community

End-to-end Modern Machine Learning in Production - Part 2

Explore RLHF, efficient training techniques, on-device ML, and optimizations in modern machine learning production with insights from a Hugging Face lead engineer.

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

Stanford Physics

Learning in a Quantum World

Explore methods for improving our understanding of quantum reality using classical and quantum machines, predicting properties of exotic many-particle systems.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

ERN ReCONNET

Inflammatory Myopathies: Managing Physical, Social, and Work Activities

Explore inflammatory myopathies, their management, and strategies for maintaining physical, social, and work activities. Learn about symptoms, treatments, and occupational therapy techniques.

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

Hardware.ai

Adding AI to Your ESP32 - Machine Learning and Object Detection

Explore machine learning on ESP32: object detection, image recognition, keyword spotting, time series data, and LLMs. Learn to implement AI using EdgeImpulse and Google TensorFlow Lite for Microcontrollers.

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

GOTO Conferences

Conversational x86 Assembly: Learning to Appreciate Your Compiler - YOW! 2020

Explore x86 assembly language and gain insights into compiler optimization techniques. Enhance your understanding of low-level programming and appreciate the work compilers do behind the scenes.

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

Open Data Science

Unlocking Unstructured Data - Opportunities and Challenges in Social Sciences

Explore how BERD@NFDI program addresses challenges in accessing unstructured data for social sciences, driving innovation at the intersection of AI and social research.

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

The Julia Programming Language

Raising the Ki of a SciML Model - Enhancing GOKU-nets for Scientific Machine Learning

Explore advanced SciML techniques with GOKU-UI, enhancing Latent ODEs through attention mechanisms and multiple shooting. Learn to improve model performance and data efficiency for complex system modeling.

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

Anyscale

Ray Train: A Production-Ready Library for Distributed Deep Learning

Explore Ray Train's architecture for efficient, cost-effective distributed deep learning. Learn about resource scheduling, API simplicity, and exclusive features for LLM training, including Distributed Checkpointing.

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

Anyscale

Scaling up Terascale Deep Learning on Commodity CPUs with ThirdAI and Ray

Explore ThirdAI's BOLT engine for efficient deep learning on CPUs, leveraging Ray Core for distributed training. Learn about overcoming communication bottlenecks and achieving near-linear scaling for terabyte-scale datasets.

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

Anyscale

OneDigital ML Platform: Unleashing the Power of Machine Learning at Scale

Explore OneDigital's journey in building a scalable ML platform using Ray and Anyscale. Learn about architecture, strategies, and retail use cases for advanced ML models.

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

Anyscale

Building Samsara's Machine Learning Platform with Ray

Explore how Ray addresses challenges in building Samsara's ML platform, unifying cloud and edge AI development while improving data exploration and model training experiences.

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