๐ Track Your Progress
| Phase |
Status |
Timeline |
Notes |
| Foundations |
Not started |
Weeks 1-4 |
|
| ML Fundamentals |
Not started |
Weeks 5-12 |
|
| Deep Learning |
Not started |
Weeks 13-20 |
|
๐ย Learning Journey Phases
๐ฏ Set Your Learning Goals
๐ฏ Your Experience Level
- [ ] Beginner (No technical background)
- [ ] Intermediate (Some programming experience)
- [ ] Advanced (Some programming experience)
๐ Time Commitment
- Weekly Time:
___ hours
- Total Months:
___
๐ 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
๐ 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
๐ Learning Resources
Essential Books
- [ ] "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurรฉlien Gรฉron
- [ ] "Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
- [ ] "Pattern Recognition and Machine Learning" by Christopher Bishop
Online Courses
YouTube Channels
Blogs & Websites
๐งฉ Additional Learning Tools
Practice Platforms
Communities
Newsletters
๐ฎ Next Steps & Career Planning
Skills to Further Develop
- [ ] Skill 1: Add details here
- [ ] Skill 2: Add details here
Research Interests
- [ ] Topic 1: Add details here
- [ ] Topic 2: Add details here