Python for Data Science
Data science is one of the fastest-growing fields in technology, and Python is the leading programming language for data analysis and machine learning. This course introduces learners to data collection, cleaning, analysis, visualization, and predictive modeling using Python.
Students will work with real-world datasets and industry-standard libraries to gain practical experience solving business and analytical problems.
What Will I Learn?
- Data analysis techniques
- Data visualization
- Statistical analysis
- Data cleaning
- Machine learning basics
- Predictive modeling
Course Content
Data Science Foundations
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Introduction to Data Science
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Python for Data Analysis
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NumPy Fundamentals
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Pandas Basics
Data Analysis & Visualization
Machine Learning Basics
Material Includes
- Basic Python knowledge
- Interest in data analysis
- Computer with Python installed
Requirements
- Basic Python knowledge
- Interest in data analysis
- Computer with Python installed
Audience
- Aspiring data scientists
- Data analysts
- Students
- Researchers
- Business professionals
