Vertex AI Complete Tutorial #1 | Google Cloud Gemini 2.0 with Python | Beginner to Advanced

Mohamed Naji Aboo · Beginner ·🔧 Backend Engineering ·6mo ago

Skills: LLM Foundations53%

About this lesson

🚀 Learn Vertex AI from scratch! Complete tutorial on Google Cloud's powerful AI platform using Gemini 2.0 Flash model with Python. ⏰ Timestamps: 00:00 - Introduction to Vertex AI 02:30 - What is Vertex AI & Its Advantages 05:45 - Setting up GCP Account 08:20 - Creating Service Account & API Keys 12:15 - Installing Required Libraries 14:30 - Vertex AI Authentication 16:45 - Selecting & Using Gemini 2.0 Models 19:20 - First AI Query with Vertex AI 22:10 - Streaming Responses 25:30 - Practical Examples & Use Cases 📚 What You'll Learn: ✅ Complete Vertex AI setup from scratch ✅ Google Cloud Platform account creation ✅ Service account configuration ✅ Using Gemini 2.0 Flash Lite model ✅ Generating AI content with Python ✅ Streaming responses in real-time ✅ Best practices for production 💻 Code Repository: [Your GitHub Link] 🔧 Technologies Used: - Vertex AI - Google Cloud Platform (GCP) - Gemini 2.0 Flash Lite - Python 3.x - google-cloud-aiplatform 📦 Required Packages: pip install google-cloud-aiplatform google-auth 🎯 Perfect For: - ML Engineers - Data Scientists - Python Developers - AI Enthusiasts - Cloud Computing Students 🔗 Useful Links: - GCP Console: https://console.cloud.google.com - Vertex AI Docs: https://cloud.google.com/vertex-ai/docs - Gemini Models: https://ai.google.dev/gemini-api/docs 💬 Questions? Drop them in the comments! 👍 Like & Subscribe for more AI tutorials! #VertexAI #GoogleCloud #GeminiAI #MachineLearning #Python --- 📧 Connect with me: Mohamed Naji Aboo #VertexAI #GoogleCloud #GeminiAI #GCP #PythonTutorial #MachineLearning #AI #MachineLearning #AI #ArtificialIntelligence #CloudComputing #DataScience #MLOps #GoogleCloudPlatform #PythonProgramming #TechTutorial #CodingTutorial #AITutorial #DeepLearning #CloudAI #Gemini2 #VertexAITutorial#ArtificialIntelligence #CloudComputing #DataScience #MLOps #GoogleCloudPlatform #PythonProgramming #TechTutorial #CodingTutorial #AITutorial #DeepLearning #CloudAI #Gemini2 #VertexAITutorial

Original Description

🚀 Learn Vertex AI from scratch! Complete tutorial on Google Cloud's powerful AI platform using Gemini 2.0 Flash model with Python. ⏰ Timestamps: 00:00 - Introduction to Vertex AI 02:30 - What is Vertex AI & Its Advantages 05:45 - Setting up GCP Account 08:20 - Creating Service Account & API Keys 12:15 - Installing Required Libraries 14:30 - Vertex AI Authentication 16:45 - Selecting & Using Gemini 2.0 Models 19:20 - First AI Query with Vertex AI 22:10 - Streaming Responses 25:30 - Practical Examples & Use Cases 📚 What You'll Learn: ✅ Complete Vertex AI setup from scratch ✅ Google Cloud Platform account creation ✅ Service account configuration ✅ Using Gemini 2.0 Flash Lite model ✅ Generating AI content with Python ✅ Streaming responses in real-time ✅ Best practices for production 💻 Code Repository: [Your GitHub Link] 🔧 Technologies Used: - Vertex AI - Google Cloud Platform (GCP) - Gemini 2.0 Flash Lite - Python 3.x - google-cloud-aiplatform 📦 Required Packages: pip install google-cloud-aiplatform google-auth 🎯 Perfect For: - ML Engineers - Data Scientists - Python Developers - AI Enthusiasts - Cloud Computing Students 🔗 Useful Links: - GCP Console: https://console.cloud.google.com - Vertex AI Docs: https://cloud.google.com/vertex-ai/docs - Gemini Models: https://ai.google.dev/gemini-api/docs 💬 Questions? Drop them in the comments! 👍 Like & Subscribe for more AI tutorials! #VertexAI #GoogleCloud #GeminiAI #MachineLearning #Python --- 📧 Connect with me: Mohamed Naji Aboo #VertexAI #GoogleCloud #GeminiAI #GCP #PythonTutorial #MachineLearning #AI #MachineLearning #AI #ArtificialIntelligence #CloudComputing #DataScience #MLOps #GoogleCloudPlatform #PythonProgramming #TechTutorial #CodingTutorial #AITutorial #DeepLearning #CloudAI #Gemini2 #VertexAITutorial#ArtificialIntelligence #CloudComputing #DataScience #MLOps #GoogleCloudPlatform #PythonProgramming #TechTutorial #CodingTutorial #AITutorial #DeepLearning #CloudAI #Gemini2 #VertexAITutorial

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Chapters (10)

Introduction to Vertex AI

2:30 What is Vertex AI & Its Advantages

5:45 Setting up GCP Account

8:20 Creating Service Account & API Keys

12:15 Installing Required Libraries

14:30 Vertex AI Authentication

16:45 Selecting & Using Gemini 2.0 Models

19:20 First AI Query with Vertex AI

22:10 Streaming Responses

25:30 Practical Examples & Use Cases

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