Getting Started with AI in IDE | Module 0.7 | Surfalytics

In this tutorial, Dmitry Anoshin from Surfalytics introduces you to the world of artificial intelligence tools in Integrated Development Environments (IDEs). Learn how to leverage AI to significantly simplify data work while understanding the fundamentals that make AI usage effective. 📚 What You'll Learn: • Introduction to AI tools and their importance in modern data work • Popular AI-powered IDEs: Cursor, Anthropic Cloud Code, Kilo Code, Klein, Cortex, GitHub Copilot • Model Context Protocol (MCP) for connecting AI tools to external applications • Setting up and configuring AI assistants in your development environment • Creating rules and indexing for better AI model performance • Practical examples: DBT models, Snowflake integration, Python tutorials • Cost management and token monitoring strategies 🛠️ Tools Covered: • Cursor IDE • Anthropic Cloud Code • Kilo Code & Clain • Open Router marketplace • Raycast • VS Code plugins • GitHub Copilot 💡 Key Takeaways: • Understanding fundamentals is crucial before relying on AI • AI can significantly speed up development but requires proper setup • Model Context Protocol (MCP) is a powerful time-saving tool • Proper indexing and rules improve AI model accuracy • Cost monitoring is essential when working with AI tools 📖 Chapters: 00:20 Introduction to Artificial Intelligence 01:18 Fundamentals of Data Work 02:16 Risks of Incorrect AI Usage 03:05 Future of AI and Professions 04:00 Modern Tools for Data Work 05:57 Overview of AI Tools 09:41 Rules and Indexing for AI Models 10:00 Model Context Protocol 10:30 Lesson Plan 12:00 Introduction to Claude Models 12:59 Installing and Using Cloud Code 13:56 Creating Markdown Documents 14:54 Python Usage Examples 16:19 Community and Functionality 17:06 Unusual Application Examples 17:39 Benefits for Organizations 18:51 Pricing and Corporate Plans 19:44 Cloud Code Alternatives 21:00 Client Configuration 22:27 Turtle Example 25:25 Service Costs 25:29 Introduction to Killer Code and Cloud Code 26:23 Open Router and Model Ratings 27:05 Using Kilo Code and Open Router 28:43 Raycast and Anthropic API Example 31:21 Model Context Protocol (MCP) 35:54 Creating DBT Models with AI 40:00 Rules and Settings in Cursor 40:15 Working with DBT Rules in AI 41:57 Codebase Indexing 42:54 Indexing Plaid Documentation 44:22 Creating DBT Models Using Plaid API 46:18 AWS MCP vs AWS CLI 48:05 Creating Workspace 🔗 Resources: • Surfalytics: https://surfalytics.com • Module 0.7 - Getting Started with AI in IDE #AI #IDE #DataEngineering #Cursor #Anthropic #DBT #Snowflake #Python #MachineLearning #DataScience ================= What is Surfalytics? Inspired by West Coast surfing spots 🏖️ and Pacific Ocean vibes 🌊. Created to help you start a new career in the data analytics space, and develop data engineering and analytics skills through coaching. It will teach you not just dry skills, but will keep your focus on delivering significant value to businesses in the analytics realm as well as help to get fair compensation 💰 for the work you’re passionate about ❤️‍🔥. The goal of Surfalytics is to assist you in achieving one of the following: 🏄‍♂️ Land your first job in the data industry with literally zero experience. I have accomplished this many times across the globe. 🏄 Advance from a middle-level role to a senior position (as an Analyst or Engineer). 🏄‍♀️ Transition from a non-technical Analyst role to a technical Engineer role. Moreover, we will focus on creating a highly competitive CV and securing top job offers. We will not consider any lowball offers, focusing only on top-tier companies and well-paid opportunities. Finally, Surfalytics is a results-driven community with a very narrow focus, resulting in a high return on investment (ROI). Here, ‘investment’ does not mean money but your time. I am literally fighting for your attention to encourage you to study and work hard, instead of watching Netflix or playing video games. Want to be part of our growing community? Join on Surfalytics.com #surfalytics #dmitryanoshin #datacommunity #datacareer #datajobs #freecourses #dataanalyticscourse #dataengineeringcourse #dataskills #dataexperts #dataprofession #careerintech #ide #vscode