Data Science
Data science is an interdisciplinary field that utilizes scientific methods, algorithms, and systems to analyze and interpret complex data, combining computer science, statistics, mathematics, and domain expertise.
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Topics to be covered
Introduction to Data Science
Data Collection and Cleaning
Data Exploration and Visualization
Data Manipulation and Analysis
Machine Learning Basics
Supervised Learning Algorithms
Unsupervised Learning Algorithms
Model Selection and Evaluation
Natural Language Processing (NLP)
Time Series Analysis
