Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#BERT

Showing: 95 courses
MLOps World: Machine Learning in Production

How Many Labelled Examples Do You Need for a BERT-sized Model to Beat GPT4 on Predictive Tasks?

0 rewiews
Explore the effectiveness of in-context learning vs. labelled data for predictive tasks, comparing BERT-sized models to GPT-4 in text categorization and entity recognition.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
Broad Institute

Deep Learning on Electronic Health Records: Unlocking the Power of Clinical Data - Lecture 1

0 rewiews
Unlock the power of EHR data using deep learning NLP. Explore frameworks for extracting clinical information, leveraging pretrained transformer models, and addressing challenges in applying language models to healthcare data.
Add to list
2 Lesons
1 hour 47 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.
Add to list
6 Lesons
23 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.
Add to list
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.
Add to list
7 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Institute for Advanced Study

Emergent Linguistic Structure in Deep Contextual Neural Word Representations - Chris Manning

0 rewiews
Explore emergent linguistic structures in deep neural word representations with Stanford's Chris Manning, examining language models, attention mechanisms, and vector space analysis.
Add to list
10 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Azure Machine Learning - Fine Tune Foundation Model for Text Classification

0 rewiews
Aprende a realizar fine-tuning de modelos BERT para clasificación de texto utilizando Azure Machine Learning, mejorando tus habilidades en IA generativa.
Add to list
1 Lesons
42 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.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
Data Science Dojo

Large Language Models for Real-World Applications

0 rewiews
Explore real-world applications of large language models in this visual overview, covering image captioning, question answering, text generation, and more. Learn about NLP technologies and their potential in various business domains.
Add to list
14 Lesons
35 minutes
On-Demand
Free-Video
Linux Foundation

Neural Search Improvements with Apache Solr 9.1 - Approximate Nearest Neighbor and Pre-Filtering

0 rewiews
Explore neural search in Apache Solr 9.1, including HNSW graph improvements, pre-filtering capabilities, and Deep Learning integrations for enhanced search relevance and efficiency.
Add to list
1 Lesons
39 minutes
On-Demand
Free-Video
Black Hat

Unstable Log Sequence Anomaly Detection - Introducing Vocabulary-Free BERT

0 rewiews
Innovative anomaly detection method for unstable log data in cybersecurity, improving on BERT models to reduce false positives and enhance SOC efficiency.
Add to list
1 Lesons
41 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.
Add to list
1 Lesons
1 hour 1 minute
On-Demand
Free-Video
OpenInfra Foundation

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

0 rewiews
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.
Add to list
1 Lesons
40 minutes
On-Demand
Free-Video
Data Science Conference

Optimizing Text Classification in Construction Data Using FastText and BERT Models

0 rewiews
Discover how to optimize text classification for construction tenders using fasttext models and BERT, achieving improved accuracy through category merging and probability thresholds for product and supplier predictions.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
Data Science Conference

A Lost Croatian AI Program from the 1950s - Early Machine Translation Development

0 rewiews
Discover the fascinating history of Croatian AI pioneers and their groundbreaking 1950s machine translation system, exploring parallels with modern transformer models like BERT and GPT.
Add to list
1 Lesons
16 minutes
On-Demand
Free-Video
Discover AI

Generative Interactive Environments (GENIE) - Creating Synthetic Video Game Worlds

0 rewiews
Explore GENIE AI's groundbreaking technology for generating interactive video environments, featuring advanced neural networks and transformers for synthetic world creation.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
Discover AI

AGENTiGraph: Integrating LLM-based Multi-Agent Systems with Knowledge Graphs

0 rewiews
Explore how AGENTiGraph combines seven specialized AI agents with knowledge graphs to enhance LLM capabilities, focusing on entity mapping, reasoning, and complex query handling.
Add to list
8 Lesons
24 minutes
On-Demand
Free-Video
Discover AI

The Art of Text to Vector Transformation - A Comprehensive Look at AI and NLP Transformers

0 rewiews
Dive into the fundamentals of converting text to mathematical vectors, understanding tokenization methods like BERT and BPE for NLP applications and AI transformer models.
Add to list
1 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

Train a Domain-Specific BERT Tokenizer Using SBERT - Part 50

0 rewiews
Master BERT tokenizer training for scientific domains using SBERT, focusing on byte-pair encoding and specialized pre-training for complex domain-specific knowledge like bio-pharmacological content.
Add to list
5 Lesons
15 minutes
On-Demand
Free-Video
Discover AI

Domain-Specific AI Models - Creating Customized BERT and SBERT Models for Business Applications

0 rewiews
Discover how to effectively train and fine-tune BERT and SBERT models for specialized domains, focusing on medical and biochemical terminology, with practical solutions for business applications.
Add to list
6 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Feature Vectors - Understanding BERT and SBERT Transformer Models

0 rewiews
Dive into feature vectors and their crucial role in BERT and SBERT transformer models, exploring vectorization techniques, Python implementation, and practical applications in NLP.
Add to list
5 Lesons
19 minutes
On-Demand
Free-Video
Discover AI

Pre-Training BERT from Scratch - Building, Fine-Tuning, and Running Inference with KERAS NLP

0 rewiews
Master BERT model pre-training, fine-tuning, and inference using TF2 and KERAS NLP through hands-on implementation of transformers for domain-specific tasks.
Add to list
4 Lesons
30 minutes
On-Demand
Free-Video
Discover AI

Pre-Training BERT from Scratch for Domain-Specific Knowledge Using PyTorch - Part 51

0 rewiews
Master BERT model pre-training from scratch using PyTorch, focusing on domain-specific data. Build custom tokenizers, design architecture, and implement masked language modeling for specialized neural information retrieval systems.
Add to list
17 Lesons
36 minutes
On-Demand
Free-Video
Qdrant - Vector Database & Search Engine

Cohere Embed V3: Innovations in Content Quality and Compressed Embeddings

0 rewiews
Discover state-of-the-art embedding models featuring content quality assessment and vector compression techniques, with practical insights on implementation and scaling in vector database setups.
Add to list
15 Lesons
25 minutes
On-Demand
Free-Video
Data Science Courses

Deep Learning: BERT and GPT Models - Lecture 11

0 rewiews
Dive into the evolution and architecture of transformer models, exploring BERT, GPT series, and T5 to understand their impact on modern natural language processing.
Add to list
1 Lesons
55 minutes
On-Demand
Free-Video
Discover AI

AI in Political Science and Social Psychology - Predicting Public Opinion with Language Models

0 rewiews
Explore how AI language models predict public opinion, analyze media effects on society, and revolutionize political science research through cutting-edge BERT systems and transformer architectures.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
Discover AI

Building a Multi-AI System: Upgrading Vector Databases with BERT and GPT-4

0 rewiews
Master building a cost-effective multi-AI system by integrating GPT-4 and BERT, transforming vector databases into interactive AI components with or without LangChain framework.
Add to list
1 Lesons
20 minutes
On-Demand
Free-Video
Conf42

Leveraging Generative AI and Transformers in Healthcare - Anomaly Detection and Implementation

0 rewiews
Explore AI and transformers in healthcare, focusing on anomaly detection, data annotation, and machine learning frameworks. Learn about challenges, implementations, and generative AI applications.
Add to list
16 Lesons
23 minutes
On-Demand
Free-Video
AutoML Seminars

No Train No Gain - Revisiting Efficient Training Algorithms for Transformer-based Language Models

0 rewiews
Delve into efficient training algorithms for Transformer models, exploring dynamic architectures, batch selection, and optimizers while examining their effectiveness against baseline methods.
Add to list
17 Lesons
46 minutes
On-Demand
Free-Video
Yannic Kilcher

When BERT Plays the Lottery, All Tickets Are Winning - Paper Explained

0 rewiews
Exploring BERT pruning and the Lottery Ticket Hypothesis, revealing that even pruned components can be fine-tuned for good accuracy in NLP tasks, with implications for model efficiency and knowledge utilization.
Add to list
7 Lesons
54 minutes
On-Demand
Free-Video
TensorFlow

Transfer Learning and Transformer Models

0 rewiews
Explore natural language processing's evolution, focusing on Transformer architecture, language modeling, and BERT's impact on transfer learning in this comprehensive tech talk.
Add to list
5 Lesons
45 minutes
On-Demand
Free-Video
Nicholas Renotte

NLP Powered Q&A with React.js and Tensorflow.js BERT

0 rewiews
Build a Q&A web app using React.js and TensorFlow.js BERT in under 30 minutes. Learn to implement NLP-powered question answering for extracting insights from text passages.
Add to list
10 Lesons
28 minutes
On-Demand
Free-Video
Venelin Valkov

Deploy with FastAPI - Sentiment Analysis with BERT Using Huggingface, PyTorch, and Python Tutorial

0 rewiews
Learn to deploy a pre-trained BERT model for sentiment analysis as a REST API using FastAPI, PyTorch, and Hugging Face. Covers project setup, API creation, model integration, and real-time predictions.
Add to list
6 Lesons
36 minutes
On-Demand
Free-Video
Venelin Valkov

Sentiment Analysis with BERT Using Huggingface, PyTorch, and Python Tutorial

0 rewiews
Learn to build a sentiment classification model using BERT, Hugging Face, and PyTorch. Covers BERT basics, fine-tuning for sentiment analysis, model training, evaluation, and prediction from raw text.
Add to list
7 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Venelin Valkov

Sentiment Analysis with BERT Using Huggingface, PyTorch and Python Tutorial

0 rewiews
Learn text preprocessing for sentiment analysis using BERT, Hugging Face, and PyTorch. Covers tokenization, padding, attention masks, dataset creation, and data splitting for NLP tasks.
Add to list
8 Lesons
40 minutes
On-Demand
Free-Video
Chris Hay

Getting Started with AI Powered Q&A Using Hugging Face Transformers - HuggingFace Tutorial

0 rewiews
Learn to implement AI-powered Q&A using Hugging Face Transformers. Explore BERT, transfer learning, and practical coding with pre-trained models for your own data and solutions.
Add to list
9 Lesons
35 minutes
On-Demand
Free-Video
rupert ai

Masked Language Modelling - Retraining BERT with Hugging Face Trainer - Coding Tutorial

0 rewiews
Practical guide to retraining BERT for masked language modeling using Hugging Face Trainer on the Microsoft Research Sentence Completion Challenge, with step-by-step Python implementation and performance evaluation.
Add to list
5 Lesons
32 minutes
On-Demand
Free-Video
rupert ai

Hugging Face Transformers - The Basics - Practical Coding Guides - NLP Models (BERT/RoBERTa)

0 rewiews
Learn the basics of Hugging Face Transformers library, including installation, pre-defined pipelines, and implementing models in PyTorch. Explore tokenization, attention masks, and model outputs in this practical coding guide.
Add to list
10 Lesons
30 minutes
On-Demand
Free-Video
Keith Galli

Complete Natural Language Processing Tutorial in Python

0 rewiews
Comprehensive Python tutorial covering NLP fundamentals, techniques, and state-of-the-art models. Includes practical examples using popular libraries and hands-on implementation of advanced concepts.
Add to list
21 Lesons
1 hour 38 minutes
On-Demand
Free-Video
James Briggs

How to Build a Q&A AI in Python - Open-Domain Question-Answering

0 rewiews
Learn to build an open-domain question-answering AI in Python, covering retriever training, fine-tuning, evaluation, vector database setup, and querying techniques for natural language interfaces.
Add to list
10 Lesons
39 minutes
On-Demand
Free-Video
James Briggs

Training and Testing an Italian BERT - Transformers From Scratch

0 rewiews
Guida pratica per addestrare e testare un modello BERT italiano, dalla configurazione al training loop, gestendo errori CUDA e valutando i risultati con test reali.
Add to list
10 Lesons
31 minutes
On-Demand
Free-Video
HuggingFace

A Gentle Visual Intro to Transformer Models

0 rewiews
Explore key concepts of Transformer models, including encoder, decoder, and attention, through a visual and accessible explanation by ML expert Jay Alammar.
Add to list
10 Lesons
29 minutes
On-Demand
Free-Video
Graham Neubig

CMU Advanced NLP: Pre-training Methods

0 rewiews
Explore advanced NLP concepts including multi-task learning, sentence embeddings, BERT variants, and language modeling objectives. Gain insights into cutting-edge techniques for natural language processing.
Add to list
25 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Graham Neubig

CMU Low Resource NLP Bootcamp 2020 - Neural Representation Learning

0 rewiews
Explore neural representation learning in NLP, covering word and sentence representations, various approaches, and case studies on NNLM, GloVe, ELMO, BERT, RNN, CNN, and Transformers.
Add to list
25 Lesons
1 hour 20 minutes
On-Demand
Free-Video
The Full Stack

LLM Foundations - LLM Bootcamp

0 rewiews
Explore foundational concepts of large language models, including machine learning basics, Transformer architecture, and notable LLMs. Gain insights into pretraining datasets and instruction tuning.
Add to list
19 Lesons
48 minutes
On-Demand
Free-Video
Data Science Dojo

Large Language Models Simplified

0 rewiews
Explore LLM concepts, prompt engineering, and augmented LLMs to build AI applications. Gain hands-on experience and expert insights into the cutting-edge world of Language Models.
Add to list
8 Lesons
1 hour
On-Demand
Free-Video
Abhishek Thakur

Sentencepiece Tokenizer With Offsets for T5, ALBERT, XLM-RoBERTa and Many More

0 rewiews
Implementación práctica del tokenizador Sentencepiece con offsets para modelos de transformers, enfocado en sistemas de preguntas y respuestas utilizando ALBERT.
Add to list
8 Lesons
25 minutes
On-Demand
Free-Video
Abhishek Thakur

Text Extraction From a Corpus Using BERT - Question Answering

0 rewiews
Learn to extract text from tweets using BERT for sentiment analysis. Hands-on tutorial covers data preparation, model implementation, and evaluation for Kaggle competition.
Add to list
10 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Abhishek Thakur

Training Sentiment Model Using BERT and Serving It With Flask API

0 rewiews
Learn to build and deploy a high-accuracy sentiment analysis model using BERT and Flask API, covering data preparation, model training, and serving the model for real-world applications.
Add to list
18 Lesons
1 hour 16 minutes
On-Demand
Free-Video
James Briggs

Vector-Based Methods for Similarity Search - TF-IDF, BM25, SBERT

0 rewiews
Explore three vector-based approaches for language comparison and document similarity: TF-IDF, BM25, and Sentence-BERT. Learn key techniques for building effective search engines in AI and machine learning.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
Yannic Kilcher

TAPAS - Weakly Supervised Table Parsing via Pre-training

0 rewiews
Explore TAPAS, an innovative approach to table parsing and question answering using pre-training and weak supervision, outperforming traditional semantic parsing models with a simpler architecture.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
Yannic Kilcher

BERT- Pre-training of Deep Bidirectional Transformers for Language Understanding

0 rewiews
Explore BERT's innovative approach to language representation, its bidirectional pre-training method, and its state-of-the-art performance across various natural language processing tasks.
Add to list
10 Lesons
40 minutes
On-Demand
Free-Video
James Briggs

Training BERT - Masked-Language Modeling

0 rewiews
Explore BERT's masked-language modeling technique for NLP tasks. Learn how this innovative approach trains the model to predict masked tokens, enhancing its understanding of language context.
Add to list
1 Lesons
16 minutes
On-Demand
Free-Video
James Briggs

GPU-Acceleration for PyTorch on M1 Macs - Using with BERT

0 rewiews
Explore GPU acceleration for PyTorch on M1 Macs, including installation, implementation with BERT, and best practices for training large language models on Mac hardware.
Add to list
8 Lesons
19 minutes
On-Demand
Free-Video
Alfredo Canziani

Deep Learning for Natural Language Processing

0 rewiews
Explore NLP architectures, transformers, language models, and advanced techniques for text generation and embedding learning in this comprehensive deep learning lecture.
Add to list
7 Lesons
1 hour 41 minutes
On-Demand
Free-Video
Launchpad

ALBERT - A Lite BERT for Self-Supervised Learning of Language Representations

0 rewiews
Explore ALBERT, a streamlined BERT variant for efficient language representation learning, covering key innovations and performance benchmarks.
Add to list
20 Lesons
31 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

KDD2020 - Transfer Learning Joshi

0 rewiews
Explore transfer learning via pre-training, focusing on BERT, span-based efficient pre-training, and ROBERTA. Discover advancements in contextualized representations and future directions in few-shot learning and non-parametric memories.
Add to list
20 Lesons
20 minutes
On-Demand
Free-Video
Abhishek Thakur

Building an Entity Extraction Model Using BERT

0 rewiews
Learn to build an entity extraction model using BERT, transformers library, and PyTorch. Covers dataset preparation, configuration, training, and prediction for creating custom entity extraction solutions.
Add to list
14 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Databricks

Spark NLP - State-of-the-Art Natural Language Processing at Scale

0 rewiews
Discover scalable NLP techniques using Apache Spark, covering core algorithms, BERT embeddings, and multi-lingual challenges. Learn to build efficient pipelines for various NLP tasks through practical demonstrations.
Add to list
5 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Building a Pipeline for State-of-the-Art NLP Using Hugging Face Tools

0 rewiews
Learn to build state-of-the-art NLP pipelines using Hugging Face tools. Explore tokenization, transformer networks, and various NLP tasks like sentiment analysis and question answering.
Add to list
25 Lesons
49 minutes
On-Demand
Free-Video
Paul G. Allen School

Natural Language Processing - Sam Bowman (NYU)

0 rewiews
Explore recent progress in general-purpose language understanding models through GLUE and SuperGLUE benchmarks. Discuss evaluation techniques and future directions in NLP research.
Add to list
14 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Databricks

Conversational AI with Transformer Models - Building Blocks and Optimization Techniques

0 rewiews
Explore building conversational AI agents using transformer models, covering advantages over RNN/LSTM, knowledge distillation, and model compression techniques for efficient production deployment.
Add to list
21 Lesons
36 minutes
On-Demand
Free-Video
Paul G. Allen School

Fast and Accurate Deep Neural Networks Training

0 rewiews
Exploring LARS and LAMB optimizers for scaling deep learning on supercomputers, enabling faster training and higher accuracy in AI applications across various industries.
Add to list
1 Lesons
1 hour 1 minute
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
Convert Bert model to ONNX format and create a C# app using BERTTokenizer for inference with ONNX transformer models.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Wolfram

Text Summary Model with BERT

0 rewiews
Explore BERT-based text summarization: task overview, algorithm implementation, and model weight importing for effective summary generation.
Add to list
1 Lesons
12 minutes
On-Demand
Free-Video
The ASF

Vector Search at Uber - Implementing and Scaling KNN Search with Apache Lucene

0 rewiews
Explore Uber's implementation of Vector Search using Apache Lucene, enabling semantic search and Gen AI support. Learn about HNSW algorithm integration, live vector updates, and scalability optimizations.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
EuroPython Conference

The Pattern - Machine Learning Natural Language Processing Meets VR/AR

0 rewiews
Explore open-source NLP tools and techniques through three ML pipelines using Redis modules. Learn to build knowledge graphs, deploy BERT Q&A models, and implement text summarization with Google's T5.
Add to list
17 Lesons
57 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

From Paper to Product - How We Implemented BERT

0 rewiews
Explore the journey of implementing BERT in a natural language generation product, from initial research to production deployment. Learn about challenges, successes, and valuable lessons for NLP practitioners.
Add to list
37 Lesons
49 minutes
On-Demand
Free-Video
MLCon | Machine Learning Conference

An Introduction to Natural Language Generation

0 rewiews
Explore natural language generation through real-world examples, deep learning techniques, and transformer models. Learn about word embeddings, BERT, GPT, and practical applications in various domains.
Add to list
18 Lesons
49 minutes
On-Demand
Free-Video
James Briggs

Training With BertForPretraining

0 rewiews
Explore BERT training techniques, focusing on NSP and MLM logic, with practical implementation steps and code examples for effective model fine-tuning.
Add to list
5 Lesons
22 minutes
On-Demand
Free-Video
James Briggs

Training BERT - Train With Masked-Language Modeling

0 rewiews
Learn to fine-tune BERT models using masked language modeling in PyTorch for domain-specific NLP tasks, enhancing performance beyond out-of-the-box capabilities.
Add to list
6 Lesons
28 minutes
On-Demand
Free-Video
James Briggs

Sentence Similarity With Transformers and PyTorch

0 rewiews
Learn to measure semantic similarity between sentences using BERT and PyTorch. Explore tokenization, vector creation, and cosine similarity calculation for powerful NLP applications.
Add to list
9 Lesons
21 minutes
On-Demand
Free-Video
James Briggs

AugSBERT: Domain Transfer for Sentence Transformers

0 rewiews
Learn to transfer knowledge from out-of-domain datasets to your target domain using AugSBERT. Optimize language models with efficient data selection and domain-transfer training strategies for improved performance.
Add to list
8 Lesons
29 minutes
On-Demand
Free-Video
Data Science Festival

BuzzWords - How Bumble Does Multilingual Topic Modelling at Scale

0 rewiews
Explore Bumble's innovative GPU-powered solution for multilingual topic modeling, enabling faster analysis of millions of data points using BERT-based models.
Add to list
1 Lesons
12 minutes
On-Demand
Free-Video
Shaw Talebi

Compressing Large Language Models (LLMs) with Python Code - 3 Techniques

0 rewiews
Explore three LLM compression techniques: quantization, pruning, and knowledge distillation. Learn to implement these methods with Python code examples for efficient model optimization.
Add to list
8 Lesons
24 minutes
On-Demand
Free-Video
CodeEmporium

LLM Fine-Tuning - Explained

0 rewiews
Explore parameter efficient fine-tuning techniques for large language models, including adapters, prefix-tuning, and LoRA. Learn their importance, implementation details, and performance evaluation.
Add to list
8 Lesons
23 minutes
On-Demand
Free-Video
Google Cloud Tech

Transformer Models and BERT Model: Overview

0 rewiews
Explore Transformer architecture and BERT model, understanding key components and applications in text classification, question answering, and natural language inference.
Add to list
1 Lesons
12 minutes
On-Demand
Free-Video
Yannic Kilcher

BLEURT - Learning Robust Metrics for Text Generation

0 rewiews
Explora BLEURT, una métrica de evaluación basada en BERT para generación de texto, su preentrenamiento con datos sintéticos y su capacidad de modelar juicios humanos con pocos ejemplos.
Add to list
9 Lesons
32 minutes
On-Demand
Free-Video
Yannic Kilcher

BERTology Meets Biology - Interpreting Attention in Protein Language Models

0 rewiews
Explores how BERT models trained on protein sequences learn biological properties, revealing insights into protein structure, binding sites, and biophysical characteristics through attention mechanism analysis.
Add to list
10 Lesons
37 minutes
On-Demand
Free-Video
James Briggs

Multi-Class Language Classification With BERT in TensorFlow

0 rewiews
Learn to build a multi-class language classification model using BERT and TensorFlow. Covers data preprocessing, model architecture, training, and prediction with transformers for NLP tasks.
Add to list
8 Lesons
43 minutes
On-Demand
Free-Video
Devoxx

Word Embeddings from Deep Space Nine using Machine Learning

0 rewiews
Explore word embedding techniques using Star Trek Deep Space Nine scripts, from Bag of Words to BERT, with practical insights for production environments.
Add to list
14 Lesons
43 minutes
On-Demand
Free-Video
James Briggs

BERTopic Explained

0 rewiews
Explore BERTopic, an advanced topic modeling technique using transformers, UMAP, and HDBSCAN. Learn its components, implementation, and customization for organizing unstructured text data effectively.
Add to list
11 Lesons
45 minutes
On-Demand
Free-Video
AutoML Seminars

Mixture-of-Supernets - Improving Weight-Sharing Supernet Training with Architecture-Routed MoE

0 rewiews
Explore cutting-edge research on Mixture-of-Supernets architecture that enhances neural architecture search efficiency and improves BERT and MT model performance through innovative weight-sharing techniques.
Add to list
1 Lesons
35 minutes
On-Demand
Free-Video
OpenSource Connections

How Far is the Empire State Building from the Eiffel Tower? Semantic Vectors in Travel Discovery - Haystack US 2023

0 rewiews
Explore semantic vector applications in travel marketplaces for improved recommendations, ranking, and ad optimization. Learn about evolving algorithms and practical advice for implementation.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
Data Science Festival

Graphs and Transformers - Exploring the Next AI Frontiers

0 rewiews
Explore the evolution of deep learning models, focusing on graphs and transformers as fundamental building blocks in modern AI architectures for natural language, protein research, and image generation.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
Data Science Festival

Accelerating Data Intensive ML Applications with the Graphcore IPU

0 rewiews
Explore how Graphcore's Intelligence Processing Unit accelerates AI development, focusing on BERT optimization and implementation using Spell's Cloud MLOps platform and HuggingFace tools.
Add to list
1 Lesons
55 minutes
On-Demand
Free-Video
Data Science Festival

A User Guide to Transformers

0 rewiews
Explore practical applications of transformers with minimal examples for various scenarios, enhancing your understanding of this innovative data analysis tool.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning Foundation Models with Azure Machine Learning Studio

0 rewiews
Fine-tune a BERT foundation model using Azure Machine Learning Studio for enhanced natural language processing capabilities.
Add to list
1 Lesons
39 minutes
On-Demand
Free-Video
Neural Magic

How Well Do Sparse Models Transfer? - Exploring Transfer Performance in Computer Vision and NLP

0 rewiews
Explore sparse models' transfer performance and efficiency gains in image and language tasks, outperforming dense models even at high sparsities.
Add to list
1 Lesons
50 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Linear Structures in Transformer Embedding Spaces

0 rewiews
Explore linear structures in Transformer embedding spaces, examining anisotropy, BERT's next sentence prediction, layer behavior, and multi-head attention modules.
Add to list
1 Lesons
48 minutes
On-Demand
Free-Video
Neuro Symbolic

Introduction to Language Models - LLMs, Prompt Engineering, and Architectures

0 rewiews
Explore language models, covering generative AI, LLMs, encoders, prompt engineering, and transformer architecture. Gain insights into embeddings, attention mechanisms, and model limitations.
Add to list
8 Lesons
58 minutes
On-Demand
Free-Video
Data Science Festival

From Zero to SOTA: Fine-Tuning BERT Using Hugging Face for World-Class Training Performance

0 rewiews
Discover how to fine-tune BERT using Hugging Face and Graphcore's IPU for state-of-the-art NLP performance. Learn to accelerate AI development, optimize models, and leverage cloud platforms for efficient machine learning workflows.
Add to list
1 Lesons
1 hour
On-Demand
Free-Video
VinAI

The Lottery Ticket Hypothesis for Gigantic Pre-Trained Models

0 rewiews
Explore the lottery ticket hypothesis in large pre-trained models, uncovering efficient subnetworks for transfer learning in NLP and computer vision tasks.
Add to list
1 Lesons
1 hour 1 minute
On-Demand
Free-Video
StatQuest with Josh Starmer

Encoder-Only Transformers: Understanding BERT and RAG Architecture

0 rewiews
Discover how encoder-only transformers power RAG, sentiment analysis, and classification through clear explanations of word embedding, positional encoding, and attention mechanisms.
Add to list
5 Lesons
19 minutes
On-Demand
Free-Video
Simons Institute

The Evolution of Domain Transfer in the Era of Pre-trained Language Models

0 rewiews
Explore the complex relationship between pre-trained language models and domain transfer, examining how pre-training affects model understanding and pattern recognition across different contexts.
Add to list
1 Lesons
43 minutes
On-Demand
Free-Video