Data Science Course with Python

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