Python for data analysis – Klaymatrix Data Labs

About Course

Are you new to Python or need a refresher? Then this course will help you get all the fundamentals of Python, IDEs, Libraries, data structures and other useful concepts. By the end of the course you would be able to work with data through you Python installation, including data wrangling, cleaning, processing, working with important libraries like pandas, numpy and much more. Learning python would definitely add to your datascience skills, giving you that extra visibility for the hiring managers if you are a job seeker and also enhance your team visibility if you are a working professional.

What you’ll learn

how to install python and various IDEs where you can code

how to import data from various file formats like csv and excel
data wrangling and processing

Course Content

Get going with Python
In this section we will learn what is programming, python installation using anaconda and various IDEs where you can code in Python.

Getting started with Python

09:04
Python Installation and IDEs

06:33
Using Spyder IDE from Anconda Installation

06:02
Guest Post
Quiz-Get Going With Python

Data types used in Python
1. Integers 2. Float 3. Complex numbers 4. Boolean 5. Strings

Operators in Python
Operators are used to perform various operations on different variables or values. This lesson talks about all those operators along with their types.

Data structures used in Python

Conditions and Loops

Functions

Pandas Library

Introduction to pandas library (article)
Basics of Pandas, Series and Dataframes

11:52
Import csv file with pandas read_csv()

16:26
Dataframes (article)
Indexing and Selection (article)
Pandas DataFrame Concatenate

09:24
Pandas DataFrame Join

14:45
Pandas DataFrame Merge

05:56
Working with DataFrames

13:32
Quiz-Pandas Library and DataFrames

Exceptional Handling
Errors and bugs are part and parcel of any programming language. So we need to learn a way to handle them and exceptional handling is one such tool.

Add this certificate to your resume to demonstrate your skills & increase your chances of getting noticed.

Student Ratings & Reviews

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About Course

What you’ll learn

Course Content

Get going with Python In this section we will learn what is programming, python installation using anaconda and various IDEs where you can code in Python.

Getting started with Python

Python Installation and IDEs

Using Spyder IDE from Anconda Installation

Guest Post

Quiz-Get Going With Python

Data types used in Python 1. Integers 2. Float 3. Complex numbers 4. Boolean 5. Strings

Data Types

Strings – Part 1

Strings – Part 2

Quiz-Data Types

Operators in Python Operators are used to perform various operations on different variables or values. This lesson talks about all those operators along with their types.

Arithmetic Operator

Assignment operators

Comparison operators

Logical operators

Identity operators

Membership operators

Quiz-Operators

Data structures used in Python

List

Quiz – Python Lists

Tuples

Dictionaries

Sets

List and Dictionary Comprehension

Conditions and Loops

If Else conditional statement

Loops

Quiz: Loops and Conditional Statements

Functions

How to write, call and other basics of functions (article)

Creating functions in python

Quiz- Functions

Pandas Library

Introduction to pandas library (article)

Basics of Pandas, Series and Dataframes

Import csv file with pandas read_csv()

Dataframes (article)

Indexing and Selection (article)

Pandas DataFrame Concatenate

Pandas DataFrame Join

Pandas DataFrame Merge

Working with DataFrames

Quiz-Pandas Library and DataFrames

Exceptional Handling Errors and bugs are part and parcel of any programming language. So we need to learn a way to handle them and exceptional handling is one such tool.

Exceptional Handling- Try, Except, Raise

Quiz-Exception Handling

Earn a certificate

Student Ratings & Reviews

Get going with Python
In this section we will learn what is programming, python installation using anaconda and various IDEs where you can code in Python.

Data types used in Python
1. Integers 2. Float 3. Complex numbers 4. Boolean 5. Strings

Operators in Python
Operators are used to perform various operations on different variables or values. This lesson talks about all those operators along with their types.

Exceptional Handling
Errors and bugs are part and parcel of any programming language. So we need to learn a way to handle them and exceptional handling is one such tool.