Data Science Full Course 2026 [FREE] | Complete Data Science Tutorial For Beginners | Simplilearn
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This full course on Data Science takes you from the fundamentals to real-world application, covering the entire workflow from Python, SQL, probability, statistics, preprocessing, machine learning, deployment, and ethics.
You will learn how raw data is collected, cleaned, analyzed, modeled, visualized, and deployed into production, making this a complete beginner-to-job-ready roadmap for aspiring data professionals.
Following are the topics covered in this tutorial on Data Science Full Course 2026:
00:02:46 Introduction to Data Science
00:13:29 Probability and Statistics
00:57:10 Data Preprocessing and EDA
01:26:10 Machine Learning Fundamentals
01:50:00 Data Visualization, Deployment, and Ethics
02:14:30 Model Deployment and Operationalization
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Chapters (6)
2:46
Introduction to Data Science
13:29
Probability and Statistics
57:10
Data Preprocessing and EDA
1:26:10
Machine Learning Fundamentals
1:50:00
Data Visualization, Deployment, and Ethics
2:14:30
Model Deployment and Operationalization
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Tutor Explanation
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