Browse All Roadmaps

Discover expert-curated learning paths to master AI and machine learning

Showing 12 roadmaps

AI Coding Tools Mastery

Master modern AI-powered coding tools like Cursor, GitHub Copilot, and ChatGPT for development.

Intermediate6 weeks6 modules
12,500 learners⭐ 4.8
CursorCopilotChatGPT+1

Deep Learning Fundamentals

Build a strong foundation in deep learning with neural networks, backpropagation, and optimization.

Advanced12 weeks10 modules
8,300 learners⭐ 4.9
Neural NetworksTensorFlowPyTorch

NLP Engineer Track

Learn to build natural language processing applications with transformers, BERT, and GPT models.

Intermediate10 weeks8 modules
9,200 learners⭐ 4.7
TransformersBERTGPT+1

Python for AI Development

Master Python programming specifically for AI and machine learning development.

Beginner8 weeks12 modules
15,600 learners⭐ 4.6
PythonNumPyPandas+1

Machine Learning Basics

Introduction to machine learning algorithms, supervised and unsupervised learning.

Beginner10 weeks14 modules
11,200 learners⭐ 4.7
MLScikit-learnAlgorithms+1

Computer Vision Mastery

Build computer vision applications with OpenCV, CNNs, and image processing techniques.

Intermediate12 weeks15 modules
7,800 learners⭐ 4.8
OpenCVCNNsImage Processing+1

MLOps & Deployment

Learn to deploy, monitor, and maintain machine learning models in production.

Advanced8 weeks10 modules
6,400 learners⭐ 4.9
DockerKubernetesCI/CD+1

AI Product Management

Non-technical guide to managing AI products and understanding AI capabilities.

Beginner6 weeks8 modules
5,200 learners⭐ 4.5
StrategyBusinessNo-Code+1

Reinforcement Learning

Master RL algorithms, Q-learning, policy gradients, and build intelligent agents.

Advanced14 weeks16 modules
4,100 learners⭐ 4.8
RLQ-LearningAgents+1

Data Science Foundation

Essential data science skills including statistics, data visualization, and analysis.

Beginner10 weeks12 modules
13,400 learners⭐ 4.6
StatisticsVisualizationAnalysis+1

AI Ethics & Safety

Understand ethical considerations, bias, fairness, and safety in AI systems.

Intermediate4 weeks6 modules
3,200 learners⭐ 4.7
EthicsBiasFairness+1

Generative AI Masterclass

Build with generative AI models including GANs, diffusion models, and LLMs.

Advanced12 weeks14 modules
8,900 learners⭐ 4.9
GANsDiffusionLLMs+1