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Lecture 1 of 29
What is BERT
Course Content
0 / 29 completedSection 1: BERT - Intuition8 videos
What is BERT
9mNow Playing
General Idea
14m
Embedding
25m
Old fashioned seq2seq
10m
Transformer general understanding
12m
Attention
30m
Pre-training
12m
Architecture
35m
Section 2: Introduction1 videos
Welcome to the course
16m
Section 3: Application using BERT's tokenizer10 videos
CNN explanation
18m
Intro
7m
Loading Files
9m
Cleaning Data
13m
Dependencies
23m
Tokenization
11m
Training
22m
Model Building
18m
Evaluation
10m
Dataset Creation
39m
Section 4: Application using BERT as an embedder2 videos
Inputs
18m
Model Results
19m
Section 5: Application fine-tuning BERT to create a question answering system8 videos
Intro
15m
Data Preprocessing
9m
Squad Layer
10m
Evaluation Preparation
6m
Evaluation Result
2m
Whole Model
9m
Compile AI
13m
Evaluation Creation
15m