Generative Ai For Python Developers With Google Palm Api

Generative Ai For Python Developers With Google Palm Api
Published 11/2023
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz

Power your Python applications with Generative AI

What you’ll learn

How to add Generative AI capabilities to your Python applications

Using the Vertex AI SDK in your Python applications

Using the PaLM API SDK / client library in your Python applications

Using the Vertex AI REST API in your Python applications

Using the PaLM API REST API in your Python applications

Develop a GenAI Bot in Python with Flask

Understand the fundamental concepts of Generative AI from a developer’s perspective

Learn about Prompt Engineering best practices

Learn about different prompt design strategies

Learn how to use Generative AI Studio to design prompts

Understand how LLM model parameters work

Requirements

Basic proficiency in Python

Description

Overview

Section 1: Introduction

Lecture 1 Course Introduction

Lecture 2 AI vs. ML vs. GenAI

Lecture 3 Google PaLM2 LLM

Lecture 4 How Does Generative AI Generate New Content?

Section 2: Setup & Configuration

Lecture 5 Setup & Configuration Overview

Lecture 6 Installing Python + IDE + Code Exercise Files

Lecture 7 Signing Up for a Google Cloud Platform (GCP) Account

Lecture 8 Installing the gcloud CLI

Lecture 9 Navigating the Google Cloud Console + Generative AI Studio

Lecture 10 Enabling the Vertex AI API

Lecture 11 Enabling the PaLM API

Lecture 12 Creating a Service Account

Section 3: Prompt Engineering

Lecture 13 What is Prompt Engineering?

Lecture 14 Prompt Design Strategies

Lecture 15 Zero-Shot Prompting

Lecture 16 One-Shot Prompting

Lecture 17 Few-Shot Prompting

Lecture 18 Testing Your Prompts via cURL

Section 4: Google PaLM API Integration

Lecture 19 Introduction to Vertex AI Google PaLM API

Lecture 20 The Game Plan

Lecture 21 Vertex AI REST API Integration

Lecture 22 PaLM REST API Integration

Lecture 23 Vertex AI SDK Integration

Lecture 24 PaLM API SDK Integration

Lecture 25 Creating Your Own GenAI Bot

Section 5: Conclusion

Lecture 26 Recommended Further Study

Lecture 27 Course Summary

Software Developers / Engineers