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#Transformers

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NPTEL

Basic Electrical Technology

2 rewiews
Comprehensive exploration of electrical technology fundamentals, covering circuits, components, analysis methods, transformers, DC machines, three-phase systems, and motors for a solid foundation in electrical engineering.
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39 Lesons
1 day 15 hours
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Machine Learning in Extreme Weather Forecasting with William Drew Collins

1 rewiews
Explore innovative ML techniques for extreme weather forecasting, leveraging FourCastNet algorithm to generate massive ensembles with high accuracy and efficiency, revolutionizing atmospheric dynamics modeling.
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1 Lesons
56 minutes
On-Demand
Free-Video

AC Circuit Analysis - Mutual Inductance & Transformers

1 rewiews
Explore mutual inductance, self-inductance, and transformers in AC circuits. Learn about step-up and step-down transformer circuits and their practical applications.
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2 Lesons
30 minutes
On-Demand
Free-Video
Stanford University

Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

0 rewiews
Explores innovative architecture designs for federated learning in medical AI, focusing on Transformers to address data heterogeneity challenges and improve model performance across diverse healthcare institutions.
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17 Lesons
38 minutes
On-Demand
Free-Video
Stanford University

Beyond LLMs - Agents, Emergent Abilities, Intermediate-Guided Reasoning, and BabyLM - Stanford CS25

0 rewiews
Exploración de sistemas de IA autónomos, habilidades emergentes de LLMs, razonamiento guiado intermedio y modelos de lenguaje eficientes. Discusión sobre avances técnicos e implicaciones éticas en IA.
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1 Lesons
1 hour
On-Demand
Free-Video
Stanford University

Stanford Seminar 2022 - Self Attention and Non-Parametric Transformers

0 rewiews
Explore self-attention and Non-Parametric Transformers with PhD students discussing Transformer origins, intuitions, and recent advancements in neural network architecture.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar 2022 - Transformers in Vision: Tackling Problems in Computer Vision

0 rewiews
Explore how transformers revolutionize computer vision with Lucas Beyer, covering innovative applications and advancements in representation learning for visual AI tasks.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Stanford University

Stanford Seminar - Transformers United: Neuroscience-Inspired Artificial Intelligence

0 rewiews
Explore neuroscience-inspired AI with insights on attention mechanisms and sparse distributed memory, bridging the gap between transformers and brain function in this Stanford seminar.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Stanford University

Transformers that Transform Well Enough to Support Near-Shallow Architectures - Stanford CS25 Lecture

0 rewiews
Explore precision language models for efficient training and hardware-based control systems. Learn about non-random parameter initializations and applications in resource-limited environments.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Overview of Transformers - Stanford CS25: Lecture 1

0 rewiews
Comprehensive introduction to NLP, Transformers, and AI agents, covering history, functionality, recent breakthroughs, applications, and challenges in the field of artificial intelligence.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
NPTEL

Fundamentals of Electrical Engineering

0 rewiews
This course will also cover Single Phase Transformers, Three Phase Induction Machines and DC Machines. By the end of the course, the students should be able to gather high-quality knowledge of basic Electrical Engineering.
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64 Lesons
1 day 12 hours
On-Demand
Free-Video

Natural Language Processing

0 rewiews
Accelerated introduction to NLP, covering machine learning basics, text preprocessing, vectorization, and advanced neural network architectures like RNNs, LSTMs, and Transformers.
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27 Lesons
3 hours 30 minutes
On-Demand
Free-Video
University of Central Florida

Adversarial Self-Supervised Contrastive Learning

0 rewiews
Explore adversarial self-supervised contrastive learning, covering transformers, frameworks, algorithms, evaluations, and experiments in this comprehensive presentation.
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12 Lesons
43 minutes
On-Demand
Free-Video
University of Central Florida

Visual Question Answering: Grounded Systems and Transformer Capsules

0 rewiews
Learn about Grounded Visual Question Answering systems, their limitations, and innovative approaches using Transformers with Capsules for improved performance in image-text understanding tasks.
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19 Lesons
22 minutes
On-Demand
Free-Video
MIT OpenCourseWare

Magnetics in Power Electronics - Modeling Practical Transformers - Lecture 11

0 rewiews
Explore practical transformer modeling, including 2-winding and many-winding systems, with circuit models and inductance matrices. Learn about the extended cantilever model for advanced magnetic analysis.
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1 Lesons
51 minutes
On-Demand
Free-Video
MIT OpenCourseWare

Magnetics in Power Electronics - Lecture 10

0 rewiews
Explore magnetic circuit models and practical transformer characteristics, including leakage and magnetizing inductances in power electronics applications.
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1 Lesons
50 minutes
On-Demand
Free-Video
MIT OpenCourseWare

Three-Phase Systems and High-Order Rectifiers - Lecture 22

0 rewiews
Explore three-phase diode bridge rectifiers and higher-order rectifiers, including transformer use for phase-shifted voltage sets in advanced power electronics applications.
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1 Lesons
52 minutes
On-Demand
Free-Video
MIT OpenCourseWare

Isolated DC/DC Converters - Flyback and Forward Converters - Lecture 13

0 rewiews
Explore isolated DC-DC converters using transformers, focusing on flyback and forward converters. Learn principles and applications of these power electronics designs.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

Re-thinking Transformers: Searching for Efficient Linear Layers over a Continuous Space

0 rewiews
Explore efficient alternatives to dense linear layers in neural networks, examining structured matrices and their compute-optimal scaling laws for improved performance in large language models.
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1 Lesons
42 minutes
On-Demand
Free-Video
Montreal Robotics

Building Generalist Robotics Policies from Scratch

0 rewiews
Build a Generalist Robotics Policy from scratch, reimplementing the "Octo" model step-by-step. Learn to create, train, and evaluate large models for robotics using interaction data and transformer architecture.
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20 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Manolis Kellis

Protein Structure with Transformers - Lecture 9

0 rewiews
Explore protein structure prediction using transformer models, uncovering advanced techniques for understanding and analyzing protein folding and interactions.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Simons Institute

Using Algorithms to Understand Transformers and Using Transformers to Understand Algorithms

0 rewiews
Explore algorithmic tools and optimization theory to uncover Transformer mechanisms for computational tasks, and discover how Transformers design data structures for tasks like nearest neighbor search.
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1 Lesons
48 minutes
On-Demand
Free-Video
Simons Institute

Towards Understanding Modern Alchemy - Transformers as a Computational Model

0 rewiews
Explore in-context learning of formal languages, comparing Transformers to other models and examining specialized "n-gram heads" for improved performance in language modeling.
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1 Lesons
37 minutes
On-Demand
Free-Video
Simons Institute

Associative Memories as a Building Block in Transformers

0 rewiews
Explore associative memories in Transformers, their role in storing knowledge, and how gradients and over-parameterization affect their learning and capacity.
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1 Lesons
39 minutes
On-Demand
Free-Video
Simons Institute

The Emergence of Clusters in Self-Attention Dynamics

0 rewiews
Explore the formation of clusters in self-attention dynamics, examining their impact on transformer models and computational processes.
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1 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Interpretability Agents: Automating and Scaling Model Interpretation

0 rewiews
Explore automated interpretability agents for scaling model interpretation, enabling efficient analysis of AI systems through hypothesis-driven experimentation and modular design.
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1 Lesons
42 minutes
On-Demand
Free-Video
Simons Institute

Understanding and Improving Efficient Language Models

0 rewiews
Explore efficient language models, focusing on associative recall's impact on performance. Learn about new hardware-efficient architectures expanding quality-efficiency frontiers in machine learning.
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1 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

Transformer Expressivity and Formal Logic

0 rewiews
Explore the relationship between transformers and formal logic, uncovering their abilities, limitations, and implications for computational models.
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1 Lesons
46 minutes
On-Demand
Free-Video
Simons Institute

Using Recurrence to Achieve Weak to Strong Generalization

0 rewiews
Explore recurrent architectures for weak-to-strong generalization in reasoning models, enhancing problem-solving capabilities beyond training data.
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1 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

Transformers as a Computational Model - What Was Revolutionized by the "Transformer Revolution?"

0 rewiews
Explore the paradigm shift in machine learning brought by transformers, examining new research questions and recent findings in AI development.
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1 Lesons
44 minutes
On-Demand
Free-Video
Simons Institute

Exact Solutions to the Geometric Dynamics of Signal Propagation Through Transformers

0 rewiews
Explore exact solutions to geometric dynamics of signal propagation in transformers, predicting their behavior as computational models.
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1 Lesons
44 minutes
On-Demand
Free-Video
Simons Institute

Language Generation in the Limit - Transformers as a Computational Model

0 rewiews
Explore language generation using basic specifications, contrasting with language learning models. Discover non-trivial guarantees for generating valid new strings from unknown languages.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

Computational Benefits and Limitations of Transformers and State-Space Models

0 rewiews
Explore mechanisms enabling retrieval, copying, and length generalization in language models. Compare Transformers' excellence with LSTM and state-space models' limitations in sequence modeling tasks.
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1 Lesons
51 minutes
On-Demand
Free-Video
Simons Institute

Learning to Reason with Large Language Models

0 rewiews
Explore OpenAI's o1 model: an LLM trained via reinforcement learning for improved reasoning in math, programming, and science tasks.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

Iterated Models: Expressive Power, Learning, and Chain of Thought

0 rewiews
Explore sequence-to-sequence models, focusing on transformers, their computational power, and learning complexities. Gain insights into iterated functions and chain of thought.
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1 Lesons
54 minutes
On-Demand
Free-Video
Simons Institute

The Parallelism Tradeoff: Understanding Transformer Expressivity Through Circuit Complexity

0 rewiews
Explore transformer neural nets' computational power and limitations through circuit complexity analysis, revealing insights into parallelism tradeoffs in large-scale model architectures.
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1 Lesons
45 minutes
On-Demand
Free-Video
Simons Institute

Limitations of Attention Mechanism in Transformers - Implications for Generalization and Optimization

0 rewiews
Explore Transformer's reasoning capabilities and limitations in sequential tasks, examining optimization challenges and out-of-distribution generalization issues compared to RNNs.
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1 Lesons
48 minutes
On-Demand
Free-Video
Simons Institute

Transformers, Parallel Computation, and Logarithmic Depth

0 rewiews
Explore the computational power of transformers, their connection to parallel processing, and efficiency in solving complex tasks with logarithmic depth.
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1 Lesons
57 minutes
On-Demand
Free-Video
Simons Institute

Transformers as a Computational Model

0 rewiews
Explore Transformers as a computational model with Misha Belkin, delving into their architecture, capabilities, and implications for AI research and applications.
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1 Lesons
53 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Accelerating Transformers with Hugging Face Optimum and Infinity

0 rewiews
Explore techniques to accelerate Transformer models using Hugging Face's Optimum library and Infinity solution for millisecond-scale latencies in production environments.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems

0 rewiews
Explore TransGNN's fusion of Transformers and Graph Neural Networks for enhanced recommender systems, improving collaborative filtering and user-item interactions.
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1 Lesons
14 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Geometric Representations of Far Future Predictions in Deep Neural Networks - Next-Token Training

0 rewiews
Explore universal geometric representations of far-future beliefs in deep neural networks trained on next-token prediction, uncovering fractal and quantum-like structures embedded in network activations.
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1 Lesons
54 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Two Stories in Mechanistic Interpretation of Natural and Artificial Neural Computation

0 rewiews
Explore two stories in mechanistic interpretation of neural computation, covering in-context learning in Transformers and insights into linear regression tasks using linear attention models.
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1 Lesons
55 minutes
On-Demand
Free-Video
Shaw Talebi

Fine-Tuning BERT for Text Classification - Python Code Tutorial

0 rewiews
Dive into fine-tuning BERT for text classification, focusing on phishing URL detection. Learn key concepts and implement Python code to enhance your natural language processing skills.
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6 Lesons
23 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Generative AI Models Through the Lens of Dense Associative Memory

0 rewiews
Explore Dense Associative Memories and their relationship to transformers and diffusion models. Gain insights into energy-based modeling and the memorization-generalization transition in AI.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Emergence and Grokking in Simple Neural Architectures

0 rewiews
Dive into emergence and grokking in simple neural architectures. Explore MLPs' remarkable behaviors, feature-learning kernel machines, and their implications for understanding modern deep learning phenomena.
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1 Lesons
57 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Scaling Insights from Infinite-Width Theory for Next Generation Architectures and Learning Paradigms

0 rewiews
Explore scaling insights from infinite-width theory for advanced architectures and learning paradigms. Gain understanding of optimal scaling rules across various models and their impact on training stability and generalization.
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1 Lesons
51 minutes
On-Demand
Free-Video
Simons Institute

Toward Understanding In-Context Learning

0 rewiews
Dive into the mechanisms of in-context learning in large language models, exploring theoretical explanations and simplified data distributions with Stanford's Tengyu Ma.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Simons Institute

Large Language Models and Transformers: Perspectives from Physics, Neuroscience, and Theory

0 rewiews
Explore perspectives on large language models and transformers from physics, neuroscience, and theory with Stanford's Surya Ganguli in this insightful Simons Institute lecture.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Simons Institute

Introduction to Transformers

0 rewiews
Dive into the fundamentals of Transformers, exploring their architecture and applications in large language models with expert insights from Columbia University.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Simons Institute

Training Large Language Models: Practices and Research Questions

0 rewiews
Explore best practices and open research questions in training large language models, covering pre-training, post-training, data curation, algorithms, and safety mitigations.
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Simons Institute

The Pitfalls of Next-token Prediction in Language Models

0 rewiews
Explore the limitations of next-token prediction in AI, examining its challenges in modeling human intelligence and potential solutions beyond this paradigm.
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1 Lesons
58 minutes
On-Demand
Free-Video
MIT HAN Lab

TinyEngine: Transformer and LLM - Lecture 12

0 rewiews
Dive into Transformer and LLM architectures, exploring their efficiency and applications in machine learning, guided by Prof. Song Han's expertise.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
MIT HAN Lab

TinyEngine: Transformer and Large Language Models - Lecture 12

0 rewiews
Dive into Transformer and LLM architectures, exploring their applications and optimizations for efficient machine learning on resource-constrained devices.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video

Transformers and BERT Implementation

0 rewiews
Learn to implement Transformers and BERT models, fine-tune pretrained models, and create custom question-answering systems using Hugging Face's powerful NLP tools.
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3 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

NLP with BERT

0 rewiews
Explore transformers and BERT in NLP, covering their architecture, applications, and hands-on implementation using PyTorch. Learn about sequence-to-sequence models, text summarization, and practical use cases.
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7 Lesons
1 hour 29 minutes
On-Demand
Free-Video
James Briggs

SPLADE - The First Search Model to Beat BM25

0 rewiews
Explore SPLADE, a groundbreaking sparse embedding model for AI-powered search. Learn its advantages over traditional methods, implementation techniques, and potential future developments in vector search technology.
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13 Lesons
29 minutes
On-Demand
Free-Video
Simons Institute

How Do Transformers Work? - A Deep Dive into Neural Network Architecture

0 rewiews
Dive into the fundamental mechanics and architecture of transformer models, exploring their key components and operational principles through expert insights from MIT's research.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
The Julia Programming Language

Trillion Dollar Words in Julia - Natural Language Processing for Financial Markets

0 rewiews
Explore how to predict financial market impacts from Federal Reserve communications using Julia and RoBERTa models, with practical implementations for analyzing monetary policy language.
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1 Lesons
11 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Pre-training and Fine-tuning of Code Generation Models

0 rewiews
探索代码生成模型的构建过程，包括StarCoder的训练、负责任的AI实践，以及如何利用开源库来部署和使用这些强大的模型。
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1 Lesons
15 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Inferencia Eficiente de LLMs en CPUs y GPUs Intel con Neural Speed

0 rewiews
Optimiza la inferencia de LLMs en hardware Intel utilizando Neural Speed para mejorar el rendimiento en CPUs y GPUs.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps with Databricks: LLMOps, MLFlow, Transformers, and Databricks - Spanish

0 rewiews
Aprende LLMOps con MLFlow y Databricks: implementa y gestiona modelos de lenguaje a gran escala utilizando herramientas de vanguardia en español.
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1 Lesons
52 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps with Databricks: LLMs Using HuggingFace Transformers - Spanish

0 rewiews
Explora LLMs con HuggingFace Transformers en Databricks: summarization, traducción, análisis de sentimientos, zero-shot y few-shot prompting.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps with MLflow: Fine-Tuning LLMs, Tracking Experiments, and Logging Models

0 rewiews
Aprende a utilizar MLflow para registrar y gestionar el proceso de ajuste fino de modelos de lenguaje, facilitando el seguimiento de experimentos y la inferencia.
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1 Lesons
53 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLflow: Fine-Tuning Mistral 7B con PEFT y QLora - Español

0 rewiews
Aprende a ajustar Mistral 7B utilizando técnicas avanzadas como PEFT y QLora, integrando MLflow para un seguimiento eficiente del proceso de fine-tuning.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Converting BERT to ONNX and Inference with BERTTokenizer for C# - Machine Learning and Data Science

0 rewiews
Convierte modelos Bert a ONNX y realiza inferencia con BERTTokenizer en C#. Aprende a implementar aplicaciones prácticas de machine learning.
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1 Lesons
31 minutes
On-Demand
Free-Video
Centrum Fizyki Teoretycznej PAN

Modeling Reality: Then and Now

0 rewiews
Odkryj ewolucję modelowania rzeczywistości w fizyce teoretycznej, od klasycznych metod po nowoczesne sieci neuronowe i modele językowe, prezentowane przez eksperta w dziedzinie.
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16 Lesons
30 minutes
On-Demand
Free-Video
Wondrium

Science of Modern Electronics - Electric Circuits, Currents, & More

0 rewiews
Explore the fundamentals of modern electronics, from AC/DC power to transformers, diodes, and capacitors. Gain insights into how everyday electronic devices function through clear explanations of core principles.
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9 Lesons
29 minutes
On-Demand
Free-Video
The Organic Chemistry Tutor

Full Wave Bridge Rectifiers

0 rewiews
Comprehensive introduction to full wave bridge rectifiers, covering components, operation, and output smoothing techniques. Includes practical demonstrations and component recommendations.
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6 Lesons
29 minutes
On-Demand
Free-Video
North Carolina School of Science and Mathematics

Not Your Grandfather's Electricity - Physics and Future of Electrical Systems

0 rewiews
Explore the evolution of electricity, from historical debates to modern smart grids, covering physics, circuits, renewable energy, and future technologies in this engaging seminar.
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21 Lesons
55 minutes
On-Demand
Free-Video
Hackaday

Inductance in PCB Layout - The Good, the Bad, and the Fugly

0 rewiews
Explore PCB layout inductance: its impacts, mitigation strategies, and real-world applications. Learn to optimize designs for better performance and reliability.
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11 Lesons
24 minutes
On-Demand
Free-Video
Paul G. Allen School

Updates from NVIDIA's Seattle Robotics Lab - Task and Motion Planning, Visuomotor Transformers, and Fine-grained Robot Manipulation

0 rewiews
Explore cutting-edge robotics research from NVIDIA's Seattle lab, covering task and motion planning, visuomotor transformers, and fine-grained manipulation techniques for advanced robotic applications.
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1 Lesons
55 minutes
On-Demand
Free-Video
Mr SolderFix

How to Remove Electronic Components - Soldering Tutorial Part 2

0 rewiews
Advanced techniques for removing electronic components, including transformers, BGAs, and surface mount regulators. Compares hot air gun vs. soldering iron methods for effective PCB rework and repair.
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1 Lesons
25 minutes
On-Demand
Free-Video
Montreal Robotics

Generalizable Robotic Agents Through Large-Scale Simulation

0 rewiews
Explore how large-scale simulation training produces proficient robotic agents capable of real-world navigation and manipulation using only RGB sensors, guided by language instructions.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Nvidia

Building World-Class NLP Models with Transformers and Hugging Face

0 rewiews
Learn to build advanced NLP models using transformers and Hugging Face. Kaggle Grandmasters share insights on question answering, sentiment extraction, and multilingual classification in this comprehensive tutorial.
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6 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Rob Mulla

Python Sentiment Analysis Project with NLTK and Transformers - Classify Amazon Reviews

0 rewiews
Learn to classify Amazon review sentiment using NLTK's VADER and Huggingface's RoBERTa models in Python. Compare results and gain practical NLP skills for language modeling and data science.
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5 Lesons
45 minutes
On-Demand
Free-Video
Linux Foundation

Transformers for Time Series - Is the New State of the Art Approaching?

0 rewiews
Explore transformer architectures for time series analysis, challenges in adapting NLP models, and their application in latency prediction for Kubernetes clusters.
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1 Lesons
54 minutes
On-Demand
Free-Video
Strange Loop Conference

Comedy Writing With Small Generative Models

0 rewiews
Explore the evolution of generative text models in comedy, from ngrams to transformers. Learn how model properties affect output and discover the enduring value of small language models in AI-driven humor.
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1 Lesons
43 minutes
On-Demand
Free-Video
Great Learning

Creating Custom GPTs - Tutorial and Practical Applications

0 rewiews
Master the art of creating custom GPTs with this comprehensive tutorial, covering basics, advanced strategies, and practical applications for AI-driven communication.
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9 Lesons
28 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Transformers in Time Series: A Survey

0 rewiews
Explore the application of Transformer models in time series analysis, covering recent advancements and potential future directions in this rapidly evolving field.
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1 Lesons
43 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

The Linear Algebra of Large Language Models

0 rewiews
Explorez les fondements mathématiques des modèles de langage à grande échelle et leur lien avec l'algèbre linéaire avancée.
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1 Lesons
30 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers

0 rewiews
Explore higher-order dynamic graph representation learning with efficient Transformers for improved link prediction in rapidly changing graphs. Learn about HOT model's architecture and performance.
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9 Lesons
20 minutes
On-Demand
Free-Video
Uncle Jessy

The Ultimate Guide to Fixing Loose Joints in 3D Prints

0 rewiews
Explore 14 methods to tighten loose joints in articulating 3D prints, with practical demonstrations and a ranking of the top 5 most effective techniques.
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18 Lesons
39 minutes
On-Demand
Free-Video
Two Minute Papers

DeepMind AlphaFold - A Gift to Humanity

0 rewiews
Explore DeepMind's AlphaFold, a revolutionary AI system for protein structure prediction, and its potential impact on biology, medicine, and scientific research.
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15 Lesons
18 minutes
On-Demand
Free-Video
Chad's Prep

Self Inductance and Mutual Inductance in General Physics - Lesson 20.3

0 rewiews
Explore self inductance, mutual inductance, and transformers in AC circuits. Learn about Faraday's Law, Lenz's Law, and practical applications in electrical engineering.
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4 Lesons
24 minutes
On-Demand
Free-Video
ChemicalQDevice

Drug Discovery Generative AI Using Tensor Network GPT or BERT

0 rewiews
Explore generative AI applications in drug discovery using GPT and BERT models, focusing on ProtGPT2 for protein sequence generation and ProtBert for protein structure analysis.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
SNIAVideo

Empowering Developers - Using LLM Models for Code Generation and Developer Productivity

0 rewiews
Discover how to leverage open-source LLM models for enhanced developer productivity through automated code generation, testing, documentation, refactoring, and translation workflows.
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1 Lesons
55 minutes
On-Demand
Free-Video
Linux Foundation

BlindAI - An Open-source Solution for Privacy-friendly AI Deployment

0 rewiews
Explore BlindAI, an open-source project leveraging Confidential Computing for privacy-friendly AI deployment. Learn about end-to-end encryption, ONNX model support, and real-world applications in document analysis and medical imaging.
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1 Lesons
31 minutes
On-Demand
Free-Video
SNIAVideo

Computational SSD Framework for Unified Semantic Image Retrieval

0 rewiews
Discover how to implement computational SSD frameworks for efficient semantic image retrieval using transformer models, unified embedding formats, and intent-based clustering techniques.
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12 Lesons
20 minutes
On-Demand
Free-Video
OpenInfra Foundation

Preventing Toxicity and Unconscious Biases Using Large Language and Deep Learning Models

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Discover how large language models and BERT transformers can detect and prevent unconscious biases in AI systems, achieving 98.7% accuracy across diverse data sources and cultural contexts.
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1 Lesons
40 minutes
On-Demand
Free-Video
Data Science Conference

From RNNs to Transformers - A Journey Through Language Modeling

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Explore the evolution of language models from RNNs to Transformers, understanding attention mechanisms and investigating the minimal requirements for coherent language generation in AI systems.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Data Science Conference

Optimizing Workloads with Transformers and Diffusers

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Discover how Transformers and Diffusers architectures can optimize workloads, enhance efficiency, and revolutionize both natural language processing and computer vision applications in deep learning.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
AI Bites

Making LLMs Fully Utilize Context - A Data-Driven Approach

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Discover how to enhance LLM context utilization through Microsoft's data-driven approach, exploring information-intensive training methods and practical solutions for improved context awareness and reasoning capabilities.
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14 Lesons
14 minutes
On-Demand
Free-Video
AI Bites

Meta MovieGen: Understanding Video Generation Model Architecture and Training

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Dive into Meta's MovieGen AI model's architecture, training pipeline, and innovative features for revolutionary video generation, including temporal auto-encoding and superresolution techniques.
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16 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

RoPE: Rotary Position Embedding for Extended Context Lengths in Transformers

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Dive into Rotary Position Embedding (RoPE) and learn how this innovative technique enhances transformer models by enabling extended context lengths up to 100K tokens.
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1 Lesons
40 minutes
On-Demand
Free-Video
Discover AI

Matrix Long Short-Term Memory (mLSTM) - A New Alternative to Transformer LLMs

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Explore the innovative xLSTM architecture and its matrix-based approach to neural networks, comparing its potential advantages over traditional transformer models in language processing.
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1 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

Understanding Retrieval Heads in Large Language Models - From Discovery to Applications

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Discover groundbreaking research on retrieval heads in transformer architecture, exploring their impact on RAG systems, long-context processing, and chain-of-thought reasoning for enhanced AI capabilities.
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10 Lesons
31 minutes
On-Demand
Free-Video
Discover AI

Understanding Snowflake Arctic 480B - A Mixture of Experts LLM Architecture

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Dive into the architecture and performance analysis of Snowflake's Arctic 480B LLM, exploring how its 128x4B MoE design compares to traditional transformers for enterprise-level AI tasks.
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10 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

RecurrentGemma: Moving Past Transformers with Griffin Architecture for Long Context Length

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Explore Google's RecurrentGemma-2B architecture, featuring Griffin's innovative approach to language modeling that surpasses traditional transformers with enhanced efficiency and long-context processing capabilities.
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12 Lesons
31 minutes
On-Demand
Free-Video
Discover AI

TransformerFAM and BSWA: Understanding Feedback Attention Memory and Block Sliding Window Attention

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Dive into Google's revolutionary TransformerFAM architecture, exploring how feedback attention mechanisms and working memory enhance AI's ability to process indefinite sequence lengths with improved efficiency and context awareness.
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9 Lesons
25 minutes
On-Demand
Free-Video