BERT Courses and Certifications

Natural Language Processing (NLP) with BERT

1519 ratings at Udemy

Explore semantic analysis of movie reviews using BERT, covering data preprocessing, model building, and evaluation in Google Colab. Learn practical NLP skills with Python and Ktrain.

• Udemy
• 1 hour 1 minute
• On-Demand
• Free Online Course

Learn BERT - most powerful NLP algorithm by Google

1045 ratings at Udemy

Understand and apply Google's game-changing NLP algorithm to real-world tasks. Build 2 NLP applications.

• Udemy
• 5 hours
• On-Demand
• Paid Course

Transformer Models and BERT Model

74 ratings at Coursera

Explore Transformer architecture and BERT model, learning key components like self-attention and applications in text classification, question answering, and natural language inference.

• Coursera
• 51 minutes
• On-Demand
• Free Online Course (Audit)

Transformers: Text Classification for NLP Using BERT

456 ratings at LinkedIn Learning

Learn about transformers, the go-to architecture for NLP and computer vision tasks.

• LinkedIn Learning
• 55 minutes
• On-Demand
• Free Trial Available

Launchpad

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

Explore ALBERT, a streamlined BERT variant for efficient language representation learning, covering key innovations and performance benchmarks.

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

Yannic Kilcher

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

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.

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

James Briggs

BERTopic Explained

Explore BERTopic, an advanced topic modeling technique using transformers, UMAP, and HDBSCAN. Learn its components, implementation, and customization for organizing unstructured text data effectively.

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

James Briggs

AugSBERT: Domain Transfer for Sentence Transformers

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.

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

James Briggs

Training With BertForPretraining

Explore BERT training techniques, focusing on NSP and MLM logic, with practical implementation steps and code examples for effective model fine-tuning.

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

James Briggs

Training BERT - Train With Masked-Language Modeling

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.

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

James Briggs

Multi-Class Language Classification With BERT in TensorFlow

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.

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

Yannic Kilcher

BERTology Meets Biology - Interpreting Attention in Protein Language Models

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.

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

Great Learning

NLP with BERT

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.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

James Briggs

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

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.

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

James Briggs

Training and Testing an Italian BERT - Transformers From Scratch

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.

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