Deep Learning NLP Build and Deploy a BERT COVID Q&A System

1. Welcome to the Course

1. Meet your Instructors

2. Applications of Deep Learning NLP Q&A Systems

3. COVID Q&A system Overview

4. COVID Q&A - Architecture Design Walkthrough

6. Presentation of the COVID QA Course Folder

7. MAC , LINUX AND WINDOWS SET UP

9. BONUS Google Collaboratory Notebook Introduction

10. BONUS Installing Visual Studio Code

11. BONUS Working with Virtual Environments

2. Accessing and Saving the COVID Dataset

2. Installing and importing Libraries

# 如果是 xx == x.x.x 会报错 ERROR: Invalid requirement: '=='
# py38
!pip3 install pandas==1.3.1
!pip3 install numpy==1.21.1
!pip3 install tqdm==4.62.0

import pandas as pd
import numpy as np
import glob
import json
import time
from tqdm import tqdm

3. Downloading the COVID dataset

数据集下载网址