BERT Courses and Certifications

Coursera

Sentiment Analysis with Deep Learning using BERT

398 ratings at Coursera

Learn to build a powerful sentiment analysis model using BERT, covering data analysis, model architecture, optimization, and performance monitoring for multi-class classification.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Coursera

Fine Tune BERT for Text Classification with TensorFlow

212 ratings at Coursera

Learn to fine-tune BERT for text classification using TensorFlow, covering data preprocessing, input pipelines, and model training. Gain hands-on experience with advanced NLP techniques.

• Coursera
• 2 hours 51 minutes
• Self-Paced
• Paid Course

Transformer Models and BERT Model

125 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
• Self-Paced
• Paid Course

Natural Language Processing (NLP) with BERT

1562 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
• Self-Paced
• Free Online Course

Learn BERT - essential NLP algorithm by Google

1243 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

Transformer Models and BERT Model with Google Cloud

Dive into Transformer architecture and BERT fundamentals for modern NLP, covering self-attention mechanisms, text classification, and question-answering applications.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Yannic Kilcher

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

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.

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

Abhishek Thakur

Building an Entity Extraction Model Using BERT

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.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Abhishek Thakur

Text Extraction From a Corpus Using BERT - Question Answering

Learn to extract text from tweets using BERT for sentiment analysis. Hands-on tutorial covers data preparation, model implementation, and evaluation for Kaggle competition.

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

Abhishek Thakur

Training Sentiment Model Using BERT and Serving It With Flask API

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.

• YouTube
• 1 hour 16 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