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734 видео
LLMs, What Skills to Learn? and What a Time to be Alive!
Are long context LLMs the death of RAG?
How to Annotate Data for LLM Applications
LLMs - Chunking Strategies and Chunking Refinement
LLM Evaluation, Validation, and Verification
Building an LLM Teacher-bot
How Do You choose between training, fine-tuning, and using small models?
Competitive Advantage for Startups in era of LLMs
What is the Role of Data Quality and Diversity in LLM Systems?
How do you improve your RAG pipeline?
What is the relationship between LLMs and multi-modality?
How Do You Validate LLM Systems Beyond Benchmarks?
Paper Explained : PEGASUS, a SOTA abstractive summarization model by Google | AISC
A Framework for Developing Deep Learning Classification Models
Automated Vulnerability Detection in Source Code Using Deep Learning (algorithm) | AISC
Startup Pitch: Automating Data Extraction with AI
[Variational Autoencoder] Auto-Encoding Variational Bayes | AISC Foundational
Understanding the Origins of Bias in Word Embeddings
Council: A Framework for Developing Generative AI Applications
Machine Learning in Mobile Cybersecurity: An Overview
Land cover classification using Sentinel-2 satellite images
Multi-agent LLMs Course
An eye on AI in Healthcare | AISC
5-min [machine learning] paper challenge | AISC
News ScanNER: Entity Tagging in News Headlines | Deep Learning Workshop Capstone
Convolutional Neural Networks for processing EEG signals
The Summary Loop: Learning to Write Abstractive Summaries Without Examples + Demo | AISC
All-optical machine learning using diffractive deep neural networks | TDLS
Leveraging Language Models for Training Data Generation and Tool Learning
BERT & NLP Explained
Plug and Play Language Models: A Simple Approach to Controlled Text Generation | AISC
Connectionist Temporal Classification, Labelling Unsegmented Sequence Data with RNN | TDLS
Practical Applications, Impact, and ROI of Generative AI
Building products for Continous Delivery in Machine Learning | AISC
[LISA] Linguistically-Informed Self-Attention for Semantic Role Labeling | AISC
Can Sherpa (multi-agent llm) Handle Multi-modality?
[T-Fixup] Improving Transformer Optimization Through Better Initialization | AISC
Augmented Out-of-sample Comparison Method for Time Series Forecasting Techniques | AISC
Learning Mesh-Based Simulation with Graph Networks - Tobias Pfaff (DeepMind)
Neural Image Caption Generation with Visual Attention (algorithm) | AISC
How to Create and Customize a Knowledge Base for LLMs in Dify
[Original attention] Neural Machine Translation by Jointly Learning to Align and Translate | AISC
Parallel Collaborative Filtering for the Netflix Prize (algorithm review) | AISC Foundational
Optimizing Large Language Models with Reinforcement Learning-Based Prompts
AI for Cybercrime Investigation: My Digital Forensics Project
