Intermediate5 MonthsData Science
Data Science with Python
Learn data analysis, visualization, and machine learning using Python, Pandas, NumPy, and Scikit-learn.
Course Overview
From data wrangling to building predictive models, this program equips you with the skills to extract actionable insights from data. Work on industry datasets and real business problems.
Curriculum
1
Python for Data Science
Python BasicsNumPyPandasData Cleaning
2
Data Visualization
MatplotlibSeabornPlotlyDashboard Design
3
Machine Learning
Supervised LearningUnsupervised LearningModel EvaluationScikit-learn
4
Capstone Project
Problem FramingData CollectionModel BuildingPresentation
What You'll Learn
- Perform exploratory data analysis with Pandas
- Build and evaluate machine learning models
- Visualize data with Matplotlib and Seaborn
- Work with structured and unstructured data
- Apply statistical techniques to real datasets
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