basic
AI Career Roadmap 2026
Navigate the exploding AI job market. Roles, salaries, skills, and how DEV QUEST accelerates your journey.
2.5 hours
7 lessons
Beginner
basic
Ethics in AI: A Beginner's Guide
Understand the moral dimensions of AI. Bias, privacy, transparency, and building responsible technology.
2 hours
8 lessons
Beginner
basic
Jupyter & Data Analysis Essentials
Master Jupyter notebooks and pandas for data exploration—the foundation of every AI project.
6 hours
12 lessons
Beginner
basic
Python for AI Beginners
Learn Python from zero to AI-ready. Variables, functions, OOP, and libraries every AI engineer needs.
8 hours
15 lessons
Beginner
basic
Introduction to Machine Learning
Your first ML models. Regression, classification, clustering with scikit-learn and real datasets.
10 hours
18 lessons
Beginner
basic
AI Tools for Productivity
10x your workflow with AI. ChatGPT, Claude, Copilot, Notion AI, and automation tools.
5 hours
10 lessons
Beginner
basic
ChatGPT & LLM Basics
Deep dive into Large Language Models. How they work, API usage, and building LLM-powered apps.
7 hours
14 lessons
Beginner
basic
SQL for AI Engineers
Query databases like a pro. Essential SQL for data extraction feeding your ML pipelines.
8 hours
16 lessons
Beginner
basic
Prompt Engineering Fundamentals
Master the highest-demand AI skill. Advanced prompting techniques used by top AI engineers.
9 hours
17 lessons
Intermediate
basic
AI Image Generation Basics
Create stunning AI art with DALL-E, Midjourney, and Stable Diffusion. Prompting for visuals.
7 hours
13 lessons
Beginner
basic
Data Science Essentials
Statistics, visualization, and hypothesis testing—the scientific backbone of AI.
12 hours
20 lessons
Intermediate
basic
Neural Networks 101
Build neural networks from scratch. Understand forward pass, backpropagation, and activation functions.
14 hours
22 lessons
Intermediate
basic
TensorFlow Quick Start
Google's ML framework. Build, train, and deploy models with Keras API.
15 hours
24 lessons
Intermediate
basic
PyTorch Basics
Meta's research-favorite framework. Dynamic graphs, autograd, and building custom architectures.
15 hours
24 lessons
Intermediate
basic
Building Your First Chatbot
End-to-end chatbot with Python, Flask, and OpenAI API. Deploy to the web.
12 hours
18 lessons
Intermediate
basic
Vector Databases & RAG Intro
Build AI that knows your data. Embeddings, vector search, and retrieval-augmented generation.
14 hours
20 lessons
Intermediate
basic
Fine-Tuning LLMs Introduction
Customize AI models for your domain. LoRA, QLoRA, and training on custom datasets.
16 hours
22 lessons
Advanced
basic
AI Automation with Python
Automate repetitive tasks with AI. Web scraping, email processing, report generation.
18 hours
25 lessons
Intermediate
