BERT Courses and Certifications

rupert ai

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

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.

• YouTube
• 32 minutes
• On-Demand
• Free Video

MLCon | Machine Learning Conference

From Paper to Product - How We Implemented BERT

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.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

MLOps World: Machine Learning in Production

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

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.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Discover AI

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

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.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Discover AI

KerasNLP Tutorial: Exploring KERAS Toolbox and NLP Processing Library for BERT in TensorFlow 2 - 2023

Explore the latest KerasNLP toolbox for building and customizing BERT transformer models, with hands-on guidance for both pre-trained and domain-specific implementations using TensorFlow 2.

• YouTube
• 36 minutes
• On-Demand
• Free Video

StatQuest with Josh Starmer

Encoder-Only Transformers: Understanding BERT and RAG Architecture

Discover how encoder-only transformers power RAG, sentiment analysis, and classification through clear explanations of word embedding, positional encoding, and attention mechanisms.

• YouTube
• 19 minutes
• On-Demand
• Free Video

ChemicalQDevice

Drug Discovery Generative AI Using Tensor Network GPT or BERT

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.

• YouTube
• 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

Convert Bert model to ONNX format and create a C# app using BERTTokenizer for inference with ONNX transformer models.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Black Hat

Unstable Log Sequence Anomaly Detection - Introducing Vocabulary-Free BERT

Innovative anomaly detection method for unstable log data in cybersecurity, improving on BERT models to reduce false positives and enhance SOC efficiency.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Data Science Conference

Optimizing Text Classification in Construction Data Using FastText and BERT Models

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.

• YouTube
• 28 minutes
• On-Demand
• Free Video

AI Bites

Embeddings for RAG - Understanding BERT and Sentence Transformers

Explore embedding models for RAG applications, from basic transformers to advanced SBERT implementations, with practical insights into sentence transformers for effective data processing.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Harnessing Transformers with Hugging Face

Master Transformer architectures using Hugging Face ecosystem, exploring BERT, GPT-2, and T5 models through hands-on projects in sentiment analysis, text generation, and question answering.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Intro to Large Language Models (LLMs)

3181 ratings at Udemy

Transform Your LLMs Knowledge From an Interested Field Observer to a Well-equipped NLP Developer

• Udemy
• 2 hours 33 minutes
• On-Demand
• Paid Course

Data Science: Transformers for Natural Language Processing

3025 ratings at Udemy

ChatGPT, GPT-4, BERT, Deep Learning, Machine Learning & NLP with Hugging Face, Attention in Python, Tensorflow, PyTorch

• Udemy
• 19 hours 6 minutes
• On-Demand
• Paid Course

Natural Language Processing: NLP With Transformers in Python

2582 ratings at Udemy

Learn next-generation NLP with transformers for sentiment analysis, Q&A, similarity search, NER, and more

• Udemy
• 11 hours 31 minutes
• On-Demand
• Paid Course