BERT Courses and Certifications

Natural Language Processing (NLP) with BERT

1542 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 - essential NLP algorithm by Google

1190 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
• On-Demand
• Paid Course

Transformer Models and BERT Model

107 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

Transformer Models and BERT Model

This course introduces you to the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, such as the self-attention mechanism, and how…

• Pluralsight
• 24 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Discover AI

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

Master BERT model pre-training, fine-tuning, and inference using TF2 and KERAS NLP through hands-on implementation of transformers for domain-specific tasks.

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

Discover AI

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

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.

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

Discover AI

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

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.

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

Discover AI

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

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.

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

Discover AI

Feature Vectors - Understanding BERT and SBERT Transformer Models

Dive into feature vectors and their crucial role in BERT and SBERT transformer models, exploring vectorization techniques, Python implementation, and practical applications in NLP.

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