Welcome to Your AI/ML Journey!

This template will help you navigate the exciting but complex world of Artificial Intelligence and Machine Learning. Whether you're just starting out or looking to deepen your expertise, this roadmap provides a structured path with specific resources, milestones, and practical projects.

How to use this template:

• Set your learning goals and timeline
• Track your progress with checkboxes
• Add notes and personalize each section
• Complete projects to build your portfolio
• Review and adjust your path regularly

📊 Track Your Progress

🎯 Set Your Learning Goals

🎯 Your Experience Level

• [ ] Beginner (No technical background)
• [ ] Intermediate (Some programming experience)
• [ ] Advanced (Some programming experience)

📌 Time Commitment

• Weekly Time: ___ hours
• Total Months: ___

📍 Primary Goals (Choose 1-3)

• [ ] Career transition into AI/ML roles
• [ ] Enhance current technical skill set
• [ ] Build specific AI products or applications
• [ ] Prepare for further academic study
• [ ] Research interests

🔍 Focus Area(s)

• [ ] Data Science foundations
• [ ] Machine Learning engineering
• [ ] Deep Learning specialization
• [ ] Natural Language Processing
• [ ] Computer Vision
• [ ] Reinforcement Learning
• [ ] MLOps & Deployment
• [ ] AI Ethics & Responsible AI

📝 Learning Journey Phases

📚 Learning Resources

Essential Books

• [ ] "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron
• [ ] "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
• [ ] "Pattern Recognition and Machine Learning" by Christopher Bishop

Online Courses

• [ ] Machine Learning (Andrew Ng - Coursera)
• [ ] Deep Learning Specialization (deeplearning.ai)
• [ ] Fast.ai Practical Deep Learning

YouTube Channels

• [ ] 3Blue1Brown
• [ ] StatQuest with Josh Starmer
• [ ] Tech With Tim

Blogs & Websites

• [ ] Towards Data Science
• [ ] Distill.pub
• [ ] Papers With Code

🧩 Additional Learning Tools

Practice Platforms

• [ ] Kaggle
• [ ] HackerRank
• [ ] LeetCode

Communities

• [ ] Reddit r/MachineLearning
• [ ] AI/ML Discord Servers
• [ ] Kaggle Forums

Newsletters

• [ ] The Batch (deeplearning.ai)
• [ ] Import AI
• [ ] ML Subreddit Digest

📝 Learning Journal