Build Anything With AI Agents - Apps - Games - Assistants

Packt via Coursera

Go to class Write review

Details

Go to class

Provider

Coursera
Pricing

Paid Course
Languages

English
Certificate

Paid Certificate Available
Duration & workload

6 hours 50 minutes
Sessions

On-Demand
Subtitles

English

Found in

Overview

Coursera Flash Sale

40% Off Coursera Plus for 3 Months!

Grab it

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the power of AI agents and dive into the practical application of AI in real-world projects. From developing apps and games to automating tasks, you’ll gain hands-on experience with cutting-edge AI tools and frameworks like DeepSeek, reinforcement learning, and large language models. You’ll explore the inner workings of AI and how to leverage it for a wide range of applications, empowering you to create smarter, more efficient solutions. Through the course, you will explore the differences between AI technologies, including the comparison of OpenAI and DeepSeek, and discover how to build interactive applications using various AI tools. From setting up your development environment to creating AI-driven solutions for businesses, the course guides you in transforming ideas into functional products. The journey covers everything from game development to automating emails with AI agents, offering practical insights into deploying AI technologies. This course is ideal for aspiring developers, AI enthusiasts, and those looking to leverage AI in business operations. No prior experience in AI or programming is required, though basic familiarity with software development and coding principles will be helpful. This course caters to intermediate learners with a focus on application-based learning. By the end of the course, you will be able to build AI-powered applications, create custom AI agents for specific tasks, and deploy large language models locally to build powerful AI-driven solutions for your projects.

Syllabus

What Actually is AI and LLMs - The Race Between OpenAI and DeepSeek

In this module, we will explore the revolutionary potential of AI and its impact on various sectors. We will dive into the workings of Large Language Models (LLMs), their training, and their implications, while also analyzing the ethical dilemmas surrounding AI's commercial and developmental aspects. By the end of this module, you will gain a comprehensive understanding of the AI landscape and the ongoing race between OpenAI and DeepSeek.

Asking LLMs Like DeepSeek To Solve Problems For You

In this module, we will introduce you to prompt engineering and demonstrate how it optimizes DeepSeek’s problem-solving abilities. You will also learn how to use DeepSeek to build an interactive game from scratch, merging creativity with AI technology. Finally, we will explore Ollama and its potential to revolutionize AI applications, making it a game-changer for developers and businesses.

Building Applications With Your Own Private AI Locally On Your Computer

In this module, we will explore how machine learning parameters affect model performance and how you can fine-tune DeepSeek’s capabilities. You will learn how to deploy and run LLMs offline for enhanced control over your AI processes. Additionally, we'll delve into quantization techniques that make LLMs more cost-effective and accessible. Finally, you'll gain hands-on experience by building a personalized resume website, powered by DeepSeek’s AI and running locally on your computer.

Command A Team Of AI Agents To Build You Applications

In this module, we will introduce the essential tools such as GitHub, Node.js, and Bolt.diy to help you set up a strong development environment. You will then explore how to command AI agents to assist in building sophisticated applications. By the end of the module, you’ll learn how to use AI agents to develop a full-stack application, streamlining the process and enhancing your development experience.

Build Personal Assistant AI Agents

In this module, we will explore the practical applications of AI agents in businesses, highlighting their ability to improve efficiency and uncover new opportunities. You’ll also dive into Make.com, a tool that allows you to automate workflows and integrations without needing any coding skills. By the end, you’ll be equipped to set up automation triggers and develop an AI agent that automates chain emails, saving valuable time and effort.

How To Have AI Agents Write Code For You In Your Text Editor

In this module, we will guide you through setting up Visual Studio Code (VS Code) as a powerful text editor for working with AI agents. You will learn how to install and configure Cline to improve your programming workflow. The module will then show you how AI agents can assist in writing code for you, allowing you to focus on high-level tasks. Finally, you’ll create a fully functional game locally, powered by AI agents to streamline development.

Build AI Agent Researchers To Browse The Internet

In this module, we will guide you through the process of setting up Playwright to empower AI agents to browse the internet. You will then explore how to command AI agents to autonomously collect and analyze data from the web, making them powerful tools for real-time research and information gathering.