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Python For Data Science.

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Course Overview

Learn python programming, statistical analysis, data mining and visualization.

Suggested Prerequisite

Students should have attended our Business Data Analysis and Basic and Intermediate Excel or have the knowledge area outlined.

OUTLINE

This will take you through Programing in Python at a good level.
This will take you through how to code in Jupiter Notebooks.
This will take you through the core principles of programming.
This will take you through how to create variables.
This will take you through integer, float, logical, string and other types in Python.
This will take you through creating a while loop and a for loop in Python.
This will take you through installing packages in Python.
This will take you through Understand the Law of Large Numbers.

Python Basics

This will take you through Installing Python on your machine.
This will take you through Coding with python the rudiments The rudiments.
This will take you through Statement, command and expression.
This will take you through Comments.

Python Data Types

This will take you through Numbers, Integers, Float, Complex numbers.
This will take you through Strings.
This will take you through String Concatenation.
This will take you through Variable.
This will take you through Lists.
This will take you through List indexing.
This will take you through String indexing.
This will take you through Tuples.
This will take you through Dictionaries.
This will take you through Booleans.
This will take you through Comparison operators.
This will take you through Logical operations.
This will take you through Conditional statement and loops.
This will take you through List comprehension.
This will take you through Functions.

 

 

 

Reading and writing data

Read and write

Data visualization with python

Matplotlib

Seaborn

Pandas

 

 

 

 

 

 

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    3 out of 5

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    I need Excel training

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Start On April 28, 2016
Duration 5days
Level Beginner
Instution Adafa academia
Branch Oxford street
Seat avaiable 15

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