Curai's Xavier Amatriain shares how he uses GPT-3 to generate training data for medical summarization.

A link to the paper discussed: https://aclanthology.org/2021.nlpmc-1.9/

---

This clip is part of "Building AI-powered primary care with Curai's CTO, Xavier Amatriain", an episode of the Gradient Dissent podcast.

🌟 Full episode here: https://www.youtube.com/watch?v=JBjt1X_zvvE 🌟

---

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00:04:32 Features of python
00:06:27 Where is python used in the industry
00:07:25 Learning path
00:08:52 career opportunities
00:09:59 Python installation
00:13:01 Naming conventions
00:13:37 Variables
00:18:19 Datatypes in python
00:23:11 Flow control( loops, conditional statements, loop control statements)
00:24:20 Conditional statements
00:34:17 Loops
00:47:06 Functions
00:59:10 data structures
01:17:52 Algorithms
01:55:18 OOPs in python ( class, objects, methods )
02:06:53 Inheritance
02:15:24 polymorphism
02:19:44 Encapsulation
02:27:00 Abstraction
02:31:34 What are Comments in Python
02:41:00 Operators in Python
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03:03:58 Tuples in Python
03:17:10 Sets in Python
03:32:30 Dictionary Vs List
03:38:17 Use Cases
03:46:44 Loops in Python
04:30:22 Functions in Python
05:26:55 Arrays in Python
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05:48:30 Looping through an Array
05:52:11 INheritence in Python
05:55:07 Init Function
05:58:07 Types of Inheritance
06:06:08 Exception handling in python
06:08:53 Process of Exception handling
06:24:55 Requests in Python
06:33:13 Cookies and Headers
06:35:02 Session Object
06:48:00 DateTime Module
06:52:58 Python RegEX
07:03:28 Regular Expression Operations
07:34:10 File Handling in Python
07:57:45 How to Connect Python with MySQL DB
08:21:59 Socket Programming in Python
08:36:57 Transferring Objects in Python
08:41:35 Numpy Python
08:51:48 Numpy Operations
09:12:18 Python Pandas
10:13:10 PLotting with Pandas
10:14:42 Python Matplotlib
10:16:42 What is DataVisualization
10:47:28 Python Interview Questions and Answers
10:47:40 Basic Python Questions
11:25:12 Django Questions
11:38:45 We Scraping Using Python Questions

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⌨️ (0:44:20) Datatypes: float and double
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This Edureka live video on Azure DevOps Full Course will give you a detailed study introduction on how you can implement DevOps practices on Microsoft Azure. Topics Covered :
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00:01:25 Agenda
00:02:51 What is Azure?
00:06:40 What is Cloud Computing
00:14:07 Microsoft Azure
00:14:14 How to launch these services in Azure
00:29:51 Demo
00:47:59 Azure Certification
00:49:40 Types of Azure Certifications
00:58:55 How to create azure Free Account
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01:18:29 Azure Virtual Machine
01:22:36 Azure VM Architecture
01:31:33 Azure VM Hands-on
01:39:54 Introduction to Azure Kubernetes Services
01:46:12 Container Vs VM
01:51:14 What is Kubernetes
02:06:32 Working of AKS
02:10:43 Use Case
02:29:31 ARM Templates
02:52:31 Demo
02:57:48 What is Azure Active Directory
03:02:35 Service Audience
03:05:01 Active Directory Tenants
03:06:29 Demo
03:24:31 Introduction to DevOps
03:47:45 DevOps Tools
04:09:24 DevOps Automation
04:12:17 What is Git?
04:36:47 Git Operations & Commands
05:04:39 Introduction to SSH Keys
05:06:34 GitHub Basics
05:11:23 Getting Started with GitHub
05:18:30 Creating a Repository
05:26:39 Make a Commit
05:31:02 Open & Merge Pull Request
05:36:07 Jenkins - CI/CD
05:53:33 Hands-on
06:37:27 Docker - Containerization
06:49:25 What is DockerImage
06:52:21 What is Dockerfile
06:55:39 Docker Commands
07:01:34 Hands-on
07:13:48 Azure DevOps Basics
07:36:08 Case Study
07:37:38 Azure DevOps Testplan
07:46:58 Hands-on
08:03:07 Azure DevOps Artifacts
08:07:16 Demo
08:26:54 Azure Boards
08:30:25 Demo - Azure Boards Walkthrough
08:39:39 Azure DevOps Pipeline
08:43:32 Demo
08:52:30 Azure DevOps CI/CD Pipeline
09:26:48 AWS DevOps Vs Azure DevOps
09:30:32 Azure DevOps Interview Questions& Answers

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