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Deep Learning Weekly covers advancements and insights in deep learning and AI, spanning academia to industry applications. It shares updates on AI models, techniques, MLOps, and case studies of AI in various sectors, alongside discussing machine learning operations, dataset optimization, and emerging research in computer vision and language models.

AI Models and Techniques Industry Applications of AI Machine Learning Operations (MLOps) Dataset Optimization Computer Vision Language Models Emerging AI Research AI in Robotics AI Tools and Libraries Algorithmic Biases and Ethics

The hottest Substack posts of Deep Learning Weekly

And their main takeaways

Deep Learning Weekly: Issue 336

648 implied HN points • 17 Jan 24
🕹 Technology AI Machine Learning Generative AI MLOps Libraries
  1. This week's deep learning topics include generative AI in enterprises, query pipelines, and closed-loop verifiable code generation.
  2. Updates in MLOps & LLMOps cover CI/CD practices, multi-replica endpoints, and serverless solutions like Pinecone.
  3. Learning insights include generating images from audio, understanding self-attention in LLMs, and fine-tuning models using PyTorch tools.

Deep Learning Weekly: Issue 337

117 implied HN points • 24 Jan 24
🕹 Technology AI MLOps Learning Libraries Papers
  1. DeepMind introduces AlphaGeometry, an AI system solving complex geometry problems at Olympiad level.
  2. ElevenLabs, an AI voice startup, raises $80 million in funding, reaching a valuation of $1.1 billion.
  3. Theory suggests that large language models like LLMs are more than just 'stochastic parrots.'
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Deep Learning Weekly: Issue #308

255 implied HN points • 05 Jul 23
🕹 Technology AI Machine Learning MLOps Learning Libraries & Code
  1. This week's issue of Deep Learning Weekly covers Meta's AI system cards, real-time machine learning foundations at Lyft, and a local code generator tool using Microsoft's guidance library.
  2. Industry news includes Inflection AI's $1.3B investment, Meta AI sharing 22 system cards on AI experiences, and Unity launching new AI platforms for real-time 3D creation.
  3. In the MLOps and Learning sections, topics range from dealing with train-serve skew in ML models to using LLMs for data extraction and building local code generators.

Deep Learning Weekly : Issue #309

216 implied HN points • 12 Jul 23
🕹 Technology AI ML MLOps Libraries Papers
  1. Deep Learning Weekly Issue #309 covers topics like Code Interpreter on ChatGPT Plus and ML system design with 200 case studies.
  2. Industry innovations include AI-generated chart captions and Nvidia's AI approach to carbon capture.
  3. Learning section highlights topics like Tiny Audio Diffusion and Swin Transformer for object recognition.

Deep Learning Weekly: Issue #287

255 implied HN points • 08 Feb 23
  1. Google has introduced a conversational AI service named Bard powered by LaMDA
  2. Training models on streaming data is a relevant and practical approach in machine learning operations
  3. Multimodal Chain-of-Thought Reasoning in Language Models is a new area of research showing promising results