How to Become an AI Data Scientist in 2026 (Step-by-Step Roadmap)

Want to become an AI Engineer or Data Scientist in 2025 but confused about where to start? In this complete roadmap, I break down the exact step-by-step path to learn AI, Machine Learning, Deep Learning, Statistics, Python, SQL, MLOps, and more.

This video is designed for beginners who want a clear learning path to become job-ready in AI and Data Science. We cover every major phase including mathematics, statistics, econometrics, coding, exploratory data analysis, machine learning, deep learning, transformers, and deployment.

In this video, you will learn:

* Mathematics for Machine Learning
* Linear Algebra and Differential Calculus
* Statistics and Hypothesis Testing
* Econometrics and Time Series
* Python Programming
* Data Structures and Algorithms
* SQL for Data Science
* Exploratory Data Analysis (EDA)
* Machine Learning Fundamentals
* Deep Learning and Neural Networks
* Transformers and Modern AI
* MLOps and Deployment
* Best resources and learning strategy

Whether you are a student, beginner programmer, aspiring AI Engineer, Data Analyst, or future Data Scientist, this roadmap will help you understand exactly what to learn and in what order.

Topics Covered:
AI roadmap 2025, data science roadmap, machine learning roadmap, deep learning roadmap, python for AI, statistics for data science, mlops, transformers, AI engineer roadmap, beginner AI guide, data scientist roadmap for beginners.

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Видео How to Become an AI Data Scientist in 2026 (Step-by-Step Roadmap) канала Arnab Saha Tech