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lesson

Python, Google Colab & Jupyter Notebooks for AIAI Bootcamp

- Jupyter & Python Setup - Understanding why Python is used in AI (simplicity, libraries, end-to-end stack) - Exploring Jupyter Notebooks: shortcuts, code + text blocks, and cloud tools like Google Colab

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zaoyang
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Alvin Wan
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Dr. Dipen
https://s3.amazonaws.com/assets.fullstack.io/n/20250722182237417_AI%20Bootcamp%20cover%20image%20%281%29.png

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AI Onboarding & Python EssentialsAI Bootcamp

- Welcome & Community - Course Overview - Community: Getting Started with Circle and Notion - Python & Tooling Essentials - Intro to Python: Why Python for AI and Why Use Python 3 (Not Python 2) - Install Python and Set Virtual Environments - Basic Python Introduction: Variables, Data Types, Loops & Functions - Using Jupyter Notebooks - Introduction to AI Tools & Ecosystem - Introduction to AI & Why Learn It - Models & Their Features: Choosing the Right AI Model for Your Needs - Finding and Using AI Models & Datasets: A Practical Guide with Hugging Face - Using Restricted vs Unrestricted Open-Source AI Models from Hugging Face - Hardware for AI: GPUs, TPUs, and Apple Silicon - Advanced AI Concepts Worth Knowing - Practical Tips on How to Be Productive with AI - Brainstorming Ideas with AI - Brainstorming with Prompting Tools

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zaoyang
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Alvin Wan
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Dr. Dipen
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Getting to 100% Code Coverage With Flask Python TestingFullstack Flask: Build a Complete SaaS App with Flask

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Sumukh Sridhara
https://image.mux.com/73Qc2Ga6PwMUQPAmoURhwkfAAIHO2UZYaFxrVZMqg3E/thumbnail.png?time=0

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How to Build Scalable Apps With a Flask Application FactoryFullstack Flask: Build a Complete SaaS App with Flask

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Sumukh Sridhara
https://image.mux.com/CoV02mt6d9F02hlpg800ALJi5KS6UtU9ZlPCzTz8wlPE9U/thumbnail.png?time=0

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Exploring asynchronous programming in PythonResponsive LLM Applications with Server-Sent Events

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Louis Sanna
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Designing a Hybrid Web Application Architecture with JavaScript and PythonResponsive LLM Applications with Server-Sent Events

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Louis Sanna
https://image.mux.com/k01Gdwgb7PMwgBkVo6hY020002zLHmcZPUexuo98mlrzKt8/thumbnail.png?time=0

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Picking the stack - Navigating JavaScript and PythonResponsive LLM Applications with Server-Sent Events

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Louis Sanna
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Testing Our Serverless Slack Dicebot with Docker LocallyCreate a Serverless Slackbot with AWS Lambda and Python

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Stephanie Prime
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How to Test AWS Lambda Functions Locally With DockerCreate a Serverless Slackbot with AWS Lambda and Python

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Stephanie Prime
https://image.mux.com/uB8IIKHwlk4uk7yk00l01xaeekqWccJ9fuWpzoux7ylQU/thumbnail.png?time=0

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Securing an AWS Virtual Private Cloud for Django DeploymentServerless Django with Zappa

Into your secure VPC

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Edgar Roman
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Creating a Virtual Private Cloud in AWS for a Relational DatabaseServerless Django with Zappa

Walking through the AWS Console

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Edgar Roman
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A Primer on Securing Serverless Apps in AWSServerless Django with Zappa

The importance of security

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Edgar Roman