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It's Your Data, Master It.
Python for Data Science
Overview
Skills Needed
Learn Python programming language for data science applications. Explore data manipulation, visualization, and analysis with Python libraries.
Basic knowledge of Python programming
Outline
Introduction to Data Science with Python
Data Manipulation with NumPy and Pandas
Data Visualization with Matplotlib and Seaborn
Exploratory Data Analysis (EDA) Techniques
Statistical Analysis with Python
Machine Learning Basics with Scikit-Learn
Data Preprocessing and Feature Engineering
Model Evaluation and Validation
Introduction to Deep Learning with TensorFlow
Best Practices for Python Data Science Projects
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