Project-Based AI Courses

83 courses

Build real AI projects as you learn. These courses emphasize hands-on experience by guiding you through practical projects, from building chatbots and recommendation systems to training custom models. Graduate with a portfolio of completed projects that demonstrate your AI skills to employers.

Coursera

$49/mo

intermediate

Deep Learning Specialization

Coursera

Practical Deep Learning for Coders

fast.ai

CS50's Introduction to Artificial Intelligence with Python

Harvard / edX

Intro to Machine Learning

Kaggle

Intro to Deep Learning

Kaggle

ChatGPT Prompt Engineering for Developers

DeepLearning.AI

LangChain for LLM Application Development

DeepLearning.AI

Full Stack Deep Learning

FSDL

Deep Reinforcement Learning Course

Hugging Face

4.6(1,200)

Self-pacedintermediate

Building Systems with the ChatGPT API

DeepLearning.AI

AI For Everyone

Coursera

TensorFlow Developer Professional Certificate

Coursera

IBM AI Engineering Professional Certificate

Coursera

IBM Applied AI Professional Certificate

Coursera

AI Foundations for Everyone Specialization

Coursera

LangChain Masterclass - Build 15 LLM Apps with LangChain

Udemy

PyTorch for Deep Learning & Machine Learning

Udemy

Generative AI, LLMs - OpenAI API, LangChain, Hugging Face

Udemy

Complete Machine Learning & Data Science Bootcamp 2024

Udemy

Deep Learning and Computer Vision A-Z: OpenCV, SSD & GANs

Udemy

LangChain: Chat with Your Data

DeepLearning.AI

AI Agents in LangGraph

DeepLearning.AI

Vector Databases: from Embeddings to Applications

DeepLearning.AI

Quality and Safety for LLM Applications

DeepLearning.AI

Building and Evaluating Advanced RAG Applications

DeepLearning.AI

How Diffusion Models Work

DeepLearning.AI

Knowledge Graphs for RAG

DeepLearning.AI

Building Multimodal Search and RAG

DeepLearning.AI

Automated Testing for LLMOps

DeepLearning.AI

Build an LLM App with LangChain.js

DeepLearning.AI

Deep Learning

Stanford Online

Google AI Essentials

Google

ML Pipelines on Google Cloud

Google Cloud

Computer Vision

Kaggle

Intro to AI Ethics

Kaggle

Diffusion Models Course

Hugging Face

4.6(1,100)

Self-pacedintermediate

Machine Learning for Beginners

Microsoft

Generative AI for Beginners

Microsoft

IBM AI Developer Professional Certificate

Coursera

Introduction to Deep Learning & Neural Networks with Keras

Coursera

AI Programming with Python Nanodegree

Udacity

Natural Language Processing Nanodegree

Udacity

ML DevOps Engineer Nanodegree

Udacity

Deep Learning in Python

DataCamp

Supervised Learning with scikit-learn

DataCamp

Working with the OpenAI API

DataCamp

Machine Learning with Python: Foundations

LinkedIn Learning

NLP with Python for Machine Learning Essential Training

LinkedIn Learning

Deep Learning: Getting Started

LinkedIn Learning

Prompt Engineering Specialization

Coursera

AI Agents & RAG: Build 10 Real AI Agent Apps with LangChain

Udemy

Functions, Tools and Agents with LangChain

DeepLearning.AI

Large Language Models with Semantic Search

DeepLearning.AI

Intro to Game AI and Reinforcement Learning

Kaggle

Building AI Agents with Hugging Face

Hugging Face

4.5(900)

Self-pacedintermediate

Data Scientist Nanodegree

Udacity

Introduction to Deep Learning with PyTorch

DataCamp

How Google Does Machine Learning

Coursera

Introduction to TensorFlow for AI, ML, and DL

Coursera

Building Event-Driven Generative AI Applications

DeepLearning.AI

Artificial Intelligence for Business Leaders

LinkedIn Learning

Generative AI Nanodegree

Udacity

Responsible AI: Applying AI Principles with Google Cloud

Google Cloud

Complete Generative AI Course With Langchain and Huggingface

Udemy

AI Product Management Specialization

Coursera

Professional Certificate in Data Science

edX

Computer Vision: Deep Learning with Python

LinkedIn Learning

IBM Generative AI Engineering Professional Certificate

Coursera

OpenAI Python API Bootcamp: Build AI Apps Fast

Udemy

Modern Natural Language Processing in Python

Udemy

Multi AI Agent Systems with crewAI

DeepLearning.AI

Intro to Programming

Kaggle

Introduction to Vertex AI

Google Cloud

TensorFlow: Essential Training

LinkedIn Learning

Building AI Applications with Watson APIs

Coursera

Deep Neural Networks with PyTorch

Coursera

Introduction to Gemini API

Google Cloud

Open-Source AI Cookbook

Hugging Face

4.5(600)

Self-pacedintermediate

AWS Machine Learning Foundations

Udacity

LangChain Essential Training

LinkedIn Learning

Deep Learning for Computer Vision with TensorFlow

Coursera

LLMOps

DeepLearning.AI

PyTorch Essential Training: Deep Learning

LinkedIn Learning

4.5(3,200)

3 hoursintermediate

$29.99/mo

Frequently Asked Questions

What kind of projects will I build?

Projects vary by course but commonly include chatbots, image classifiers, recommendation engines, sentiment analyzers, and AI-powered web applications. Each project reinforces the concepts taught in the course.

Can I use these projects in my portfolio?

Absolutely. Project-based courses are specifically designed to give you portfolio-worthy work. Many learners showcase these projects on GitHub or personal websites to demonstrate their skills to potential employers.

Do I need prior coding experience for project-based courses?

It depends on the course level. Beginner project-based courses walk you through every step. Intermediate and advanced courses may assume familiarity with Python and basic programming concepts.