Data Science with Python

By DigiGrowHub Mentor Categories: Advanced Technology

About Course

The demand for Data Science professionals will grow with an estimated 137,630 job openings in India by 2025 and professionals with Python skills will have an additional advantage.

Course Content

Python Data Science Tutorial

Python Data Science Introduction
Python Pandas
Python NumPy
Python SciPy
Python Matplotlib

Python Data Processing

Python Data Operations
Python Data Cleansing
Python Processing CSV Data
Python Processing JSON Data
Python Processing XLS Data
Python Relational Databases
Python NoSQL Databases
Python Date and Time
Python Data Wrangling
Python Data Aggregation
Python Reading HTML Pages
Python Processing Unstructured Data
Python Word Tokenization
Python Stemming and Lemmatization

Python Data Visualization

Python Chart Properties
Python Chart Styling
Python Box Plots
Python Heat Maps
Python Scatter Plots
Python Bubble Charts
Python 3D Charts
Python Time Series
Python Geographical Data
Python Graph Data

Python Statistical Data Analysis

Python Measuring Central Tendency
Python Measuring Variance
Python Normal Distribution
Python Binomial Distribution
Python Poisson Distribution
Python Bernoulli Distribution
Python P-Value
Python Correlation
Python Chi-square Test
Python Linear Regression

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