BERT Courses and Certifications

Natural Language Processing (NLP) with BERT

1562 ratings at Udemy

Perform sentiment analysis on IMDB movie reviews: preprocess the dataset, then build, train, and evaluate a BERT model with the low-code Ktrain library in Google Colab.

• Udemy
• 1 hour 1 minute
• Self-Paced
• Free Online Course

Learn BERT - essential NLP algorithm by Google

1250 ratings at Udemy

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

• Udemy
• 5 hours 30 minutes
• Self-Paced
• Paid Course

James Briggs

Training BERT - Masked-Language Modeling

Learn how BERT uses masked-language modeling to predict missing tokens and train its internal weights.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

James Briggs

Training BERT - Train With Masked-Language Modeling

Fine-tune BERT with masked-language modeling in PyTorch to adapt it to domain-specific text without labeled data.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Google Cloud Tech

Transformer Models and BERT Model: Overview

Explore Transformer architecture and BERT model, understanding key components and applications in text classification, question answering, and natural language inference.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

James Briggs

Training and Testing an Italian BERT - Transformers From Scratch

Train an Italian RoBERTa masked-language model from scratch, troubleshoot CUDA and indexing errors, then test its fill-mask predictions.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

James Briggs

Training BERT - Train With Next Sentence Prediction

Train BERT on unstructured text using next sentence prediction to adapt the model to a domain’s language style.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

James Briggs

How to Build a Bert WordPiece Tokenizer in Python and HuggingFace

Build a WordPiece tokenizer for BERT from scratch in Python, using multilingual datasets and Hugging Face tools.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Wolfram

Text Summary Model with BERT

Explore BERT-based text summarization: task overview, algorithm implementation, and model weight importing for effective summary generation.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Data Science Courses

Deep Learning: BERT and GPT Models - Lecture 11

Dive into the evolution and architecture of transformer models, exploring BERT, GPT series, and T5 to understand their impact on modern natural language processing.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Donato Capitella

Making LLMs from Transformers - BERT and Encoder-based Models - Part 1

Dive into the architecture of encoder-based LLMs, exploring BERT's pre-training, fine-tuning mechanisms, and various model variants while understanding key benchmarking approaches for language models.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Shaw Talebi

Fine-Tuning BERT for Text Classification - Python Code Tutorial

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.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Data Science Festival

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

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.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Transformers and BERT Implementation

Implement Transformer and BERT models with Hugging Face, fine-tune them on custom datasets, and build a question-answering model.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Transformer Models and BERT Model with Google Cloud

Introductory course on Transformer architecture and BERT, covering self-attention, text classification, and question answering in modern NLP.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate