
Course Overview
Data Science with Python
- Python Data Science
- Data Science Introduction
- Data Science Environment setup
- Introduction Of Jupiter Notebook/Google Colab
- Python pandas
- Python Numpy
- Python Scipy
- Python Matplotlib
Python Data Processing
- Data Operations
- Cleansing
- Processing CSV data
- Procession JSON data
- Processing XLS data
- Relational Database
- No Sql database
- Date and Time
- Data Wrangling
- Data Aggregation
- Reading HTML Pages
- Processing Unstructured data
- Word tokenized
- Stemming and Lemmatization
Data Visualization
- Chart
- Chart Styling
- Box Plots
- Heat Maps
- Scatter Plots
- Bubble Charts
- 3D Charts
- Time Series
- Geographical Data
- Graph data
Statistical Data Analysis
- Python Measuring central tendency
- Variance
- Normal , Binomial, Poisson & Bernoulli Distribution
- P-Value
- Correlation
- Linear Regression
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