Python Essentials for AI Agents – Tutorial

This Python people will thief you maestro the method stack down autonomous intelligence. This people is designed to return you from the halfway syntax of Python done the complexities of information handling and API integration, culminating successful the deployment of blase Large Language Models. You will study to constitute codification and to designer systems that tin reason, usage tools, and lick real-world problems utilizing some proprietary and open-source AI. ⭐️ Resources ⭐️ 🔗 Course Resources - https://www.analyticsvidhya.com/resources/python-essentials-for-building-agents/?utm_source=freecodecamp&utm_medium=video_description 🔗 Get Quizzes and Certificate for this people - https://www.analyticsvidhya.com/courses/a-b-c-of-coding-to-build-ai-agents/?utm_source=freecodecamp&utm_medium=video_description 🔗 Explore GenAI and Data ScienceCourses - https://www.analyticsvidhya.com/courses/?utm_source=freecodecamp&utm_medium=video_description ❤️ Try interactive AI courses we love, correct successful your browser: https://scrimba.com/freeCodeCamp-AI (Made imaginable by a assistance from our friends astatine Scrimba) ⭐️ Contents ⭐️ Module 1: Introduction to Python - 0:00:00 Overview of Python - 0:16:26 Variables and Data Types - 0:35:45 Understanding Conditional Statements - 0:40:04 Implementing Conditional Statements - 0:49:00 Understanding Looping Constructs - 0:53:20 Looping Constructs - 1:10:51 Functions successful Python - 1:14:57 Functions successful Python Part 2 - 1:29:47 Modules and Packages successful Python - 1:34:36 Hands-on Python Best Practices Module 2: Data Analysis & Databases - 1:53:43 The Basics of NumPy - 2:03:43 Hands-on: The Basics of NumPy - 2:18:35 Arithmetic Universal Functions successful NumPy - 2:32:21 Matplotlib: Types of Plots - 2:52:32 Matplotlib: Customizing Plots - 3:05:50 Pandas: Understanding the Dataset - 3:42:26 Handling Missing Values & Modifying Dataset - 3:58:10 Introduction to Database & SQL - 4:04:09 Connecting Python to SQL Databases - 4:14:04 Working pinch Files & Databases successful Python - 4:18:35 Hands-on SQLite Database Module 3: APIs & Deployment - 4:39:33 Working pinch APIs - 4:44:46 Accessing APIs utilizing Python - 4:52:06 API Best Practices - 4:57:54 Building an API pinch Flask & FastAPI - 5:06:54 Module Project Hands-on Module 4: LLMs & AI Agents - 5:30:09 Solving Real-World Tasks utilizing ChatGPT & Gemini APIs - 5:38:45 Open Source LLMs utilizing HuggingFace Serverless APIs - 5:53:14 Working pinch Open Source LLMs utilizing HuggingFace - 6:09:37 AI Agent Tools Landscape 🎉 Thanks to our Champion and Sponsor supporters: 👾 @omerhattapoglu1158 👾 @goddardtan 👾 @akihayashi6629 👾 @kikilogsin 👾 @anthonycampbell2148 👾 @tobymiller7790 👾 @rajibdassharma497 👾 @CloudVirtualizationEnthusiast 👾 @adilsoncarlosvianacarlos 👾 @martinmacchia1564 👾 @ulisesmoralez4160 👾 @_Oscar_ 👾 @jedi-or-sith2728 👾 @justinhual1290 -- Learn to codification for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles connected programming: https://freecodecamp.org/news