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Machine Learning Roadmap (2025 Edition)
Unlock your journey into AI, Machine Learning & Deep Learning with this step-by-step guide designed for beginners to advanced learners.
What You’ll Learn in This Video:
Phase 1 – Core Foundation
Math Basics | Python Programming
Phase 2 – Data Preparation
Data Cleaning | Feature Engineering | Visualization
Phase 3 – Machine Learning Concepts
Supervised & Unsupervised Learning | Key Algorithms
Phase 4 – Model Optimization
Cross-Validation | Hyperparameter Tuning | Metrics
Phase 5 – Advanced ML
Neural Networks | Computer Vision | NLP
Phase 6 – Deployment & Real-World Use
Model Serialization | APIs | Cloud | MLOps
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Whether you're a beginner, student, or career switcher, this roadmap will help you become job-ready in AI and ML.
Save this video and start learning step by step.
Comment "ROADMAP" if you want a downloadable PDF version.
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Keywords:
Machine Learning Roadmap 2025, AI learning path, Deep Learning, Data Science Roadmap, Python for ML, Best way to learn AI, MLOps, Cloud AI skills.
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