Weekend AI Courses

85 courses

Courses designed to be completed in a single weekend. With under 10 hours of content, these AI courses fit perfectly into a Saturday and Sunday learning sprint. Start on Saturday morning and have a new skill by Sunday evening.

Kaggle

Free

beginner

Intro to Machine Learning

Kaggle

Intro to Deep Learning

Kaggle

ChatGPT Prompt Engineering for Developers

DeepLearning.AI

LangChain for LLM Application Development

DeepLearning.AI

Azure AI Fundamentals

Microsoft Learn

Building Systems with the ChatGPT API

DeepLearning.AI

Finetuning Large Language Models

DeepLearning.AI

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

Preprocessing Unstructured Data for LLM Applications

DeepLearning.AI

Pair Programming with a Large Language Model

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

Introduction to Generative AI Learning Path

Google Cloud

Intermediate Machine Learning

Kaggle

Feature Engineering

Kaggle

Natural Language Processing

Kaggle

Computer Vision

Kaggle

Time Series

Kaggle

Pandas

Kaggle

Data Visualization

Kaggle

Intro to AI Ethics

Kaggle

Azure Data Scientist Associate

Microsoft Learn

Deep Learning in Python

DataCamp

Introduction to Natural Language Processing in Python

DataCamp

Supervised Learning with scikit-learn

DataCamp

Unsupervised Learning in Python

DataCamp

Image Processing in Python

DataCamp

Working with the OpenAI API

DataCamp

Artificial Intelligence Foundations: Machine Learning

LinkedIn Learning

Machine Learning with Python: Foundations

LinkedIn Learning

NLP with Python for Machine Learning Essential Training

LinkedIn Learning

Introduction to Generative AI

LinkedIn Learning

Deep Learning: Getting Started

LinkedIn Learning

AWS Certified Machine Learning Specialty 2024

Udemy

Functions, Tools and Agents with LangChain

DeepLearning.AI

Large Language Models with Semantic Search

DeepLearning.AI

Open Source Models with Hugging Face

DeepLearning.AI

Quantization Fundamentals with Hugging Face

DeepLearning.AI

Serverless LLM Apps with Amazon Bedrock

DeepLearning.AI

Intro to SQL

Kaggle

Advanced SQL

Kaggle

Intro to Game AI and Reinforcement Learning

Kaggle

Prompt Engineering: How to Talk to the AIs

LinkedIn Learning

Python for Data Analysis with Pandas

LinkedIn Learning

Ethics in the Age of Generative AI

LinkedIn Learning

Generative AI Concepts

DataCamp

Introduction to Deep Learning with PyTorch

DataCamp

Responsible AI Principles and Practices

Microsoft Learn

Microsoft Copilot Foundations

Microsoft Learn

Prompt Engineering with Llama 2 & 3

DeepLearning.AI

Building Event-Driven Generative AI Applications

DeepLearning.AI

MLOps Essentials: Model Deployment and Monitoring

LinkedIn Learning

Artificial Intelligence for Business Leaders

LinkedIn Learning

Introduction to Reinforcement Learning

DataCamp

OpenCV Python For Beginners

Udemy

Responsible AI: Applying AI Principles with Google Cloud

Google Cloud

Extreme Gradient Boosting with XGBoost

DataCamp

Geospatial Analysis

Kaggle

Carbon Aware Computing for GenAI Developers

DeepLearning.AI

Computer Vision: Deep Learning with Python

LinkedIn Learning

End-to-End Machine Learning with MLflow

Udemy

Introduction to Generative AI Studio

Google Cloud

Efficiently Serving LLMs

DeepLearning.AI

Multi AI Agent Systems with crewAI

DeepLearning.AI

Understanding and Applying Text Embeddings

DeepLearning.AI

Data Cleaning

Kaggle

Intro to Programming

Kaggle

Azure OpenAI Service Fundamentals

Microsoft Learn

Introduction to Vertex AI

Google Cloud

TensorFlow: Essential Training

LinkedIn Learning

Introduction to Statistics in Python

DataCamp

Introduction to Gemini API

Google Cloud

Introduction to On-Device AI

DeepLearning.AI

Preprocessing for Machine Learning in Python

DataCamp

LangChain Essential Training

LinkedIn Learning

LLMOps

DeepLearning.AI

Introduction to LLMs in Python

DataCamp

PyTorch Essential Training: Deep Learning

LinkedIn Learning

4.5(3,200)

3 hoursintermediate

$29.99/mo

Frequently Asked Questions

Can I really complete these courses in one weekend?

Yes. With under 10 hours of content, you can comfortably spread the material across Saturday and Sunday. Some learners even complete them in a single day with focused study sessions.

How should I structure my weekend learning?

A good approach is to split the course into two halves. Cover the theory and fundamentals on Saturday, then focus on hands-on exercises and projects on Sunday. Take short breaks every 60 to 90 minutes to stay sharp.

What if I do not finish in one weekend?

No problem. These courses are self-paced, so you can continue the following week. The weekend timeframe is a guideline, not a deadline. The goal is to find courses short enough that a weekend is realistic.