Python for data analysis

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Categories Featured, Python Coding

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.

Course Curriculum

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.

Student Ratings & Reviews

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Level

Intermediate
Total Enrolled

24
Last Updated

April 11, 2023
Certificate

Certificate of completion

A course by

Manvirender

Founder at Klaymatrix Data Labs

Get Certified

One successful completion of the course you can easily download your certificate with authentic ID and same would also be available under your profile page.