Machine Learning is transforming industries across the globe. This Skill Tree presents a systematic approach to learning ML concepts and techniques. Designed for beginners, it provides a clear roadmap to understand algorithms, model training, and data analysis. Hands-on, non-video courses and practical exercises in an interactive ML playground ensure you develop real-world skills in building and deploying machine learning models.
| Index | Name | Level | Repo | Course Link |
|---|---|---|---|---|
| 01 | Quick Start with Python | ★☆☆ | 🔗 Repo | 🚀 Start |
| 02 | Quick Start with scikit-learn | ★☆☆ | 🔗 Repo | 🚀 Start |
| 03 | Quick Start with TensorFlow | ★★☆ | 🔗 Repo | 🚀 Start |
| 04 | Quick Start with OpenCV | ★☆☆ | 🔗 Repo | 🚀 Start |
| 05 | Supervised Learning: Regression | ★★☆ | 🔗 Repo | 🚀 Start |
| 06 | Supervised Learning: Classification | ★★☆ | 🔗 Repo | 🚀 Start |
| 07 | Unsupervised Learning: Clustering | ★★☆ | 🔗 Repo | 🚀 Start |
| 08 | Foundations of Deep Learning | ★★☆ | 🔗 Repo | 🚀 Start |
| 09 | Machine Learning Practice Labs | ★☆☆ | 🔗 Repo | 🚀 Start |
| 10 | Machine Learning Practice Challenges | ★☆☆ | 🔗 Repo | 🚀 Start |
- Practice Linux Programming Courses
- Practice DevOps Programming Courses
- Practice Cyber Security Programming Courses
- Practice Python Programming Courses
- Practice Docker Programming Courses
- Practice Data Science Programming Courses
- Practice Kubernetes Programming Courses
- Practice Big Data Programming Courses
- Practice Machine Learning Programming Courses
- Practice Web Development Programming Courses
- Practice Git Programming Courses
- Practice Ansible Programming Courses
- Practice Jenkins Programming Courses
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- Practice Java Programming Courses
- Practice Hadoop Programming Courses
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- Practice MySQL Programming Courses
- Practice Go Programming Courses
- Practice Rust Programming Courses
- Practice OpenCV Programming Courses
- Practice Django Programming Courses
- Practice Pandas Programming Courses
- Practice NumPy Programming Courses
- Practice scikit-learn Programming Courses
- Practice Matplotlib Programming Courses
- Practice Algorithm Programming Courses
- Practice HTML Programming Courses
- Practice CSS Programming Courses
- Practice JavaScript Programming Courses
- Practice React Programming Courses
- Practice jQuery Programming Courses
