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Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

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AI/ML Roadmap for Beginners in 2025

Welcome to the AI/ML roadmap for 2025! This guide helps beginners navigate the world of artificial intelligence and machine learning with a step-by-step approach.

Overview

This roadmap covers the essential topics to get started with AI/ML in 2025, including:

  • Programming fundamentals (Python)
  • Mathematics for AI/ML
  • Core AI/ML concepts and algorithms
  • Data skills, machine learning, and deep learning
  • Natural Language Processing, Computer Vision, and Reinforcement Learning
  • Tools and libraries for AI/ML development

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Happy Learning!