Python Training in Noida

PYTHON DATA SCIENCE

NEX-G SKILLS

Python

10000 - 30000

7y ago

Course Duration:Self-Paced

Course Details

Introduction and Setting Up Your Integrated Analysis Environment

Integrated Analysis Environment

IPython Shell

Custom environment settings

IPython Notebooks

Script editor

Packages: NumPy, SciPy, scikit-learn, Pandas, Matplotlib, etc.

Using Python to Control and Document Your Data Science Processes

Data types and objects

Loading packages, namespaces

Reading and writing data

Simple plotting

Control flow

Debugging

Code profiling

Accessing and Preparing Data

Loading from CSV files

Accessing SQL databases

Stripping out extraneous information

Direct Test Mode

Formatting data

Numerical Analysis, Data Exploration, and Data Visualization with NumPy Arrays & Matplotlib

The NumPy array

2D plotting with Matplotlib

N-dimensional array operations and manipulations

Memory mapped files

Exploring Data with Pandas and scipy.stats

Data manipulation with Pandas

Statistical analysis with Pandas

Time series analysis with Pandas

Overview of statistical tools in scipy.stats

Machine Learning with scikit-learn

Input: 2D, samples, and features

Estimator, predictor, transformer interfaces

Pre-processing data

Regression

Classification

Model selection

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PYTHON DATA SCIENCE

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