Python for Data Analysis & Visualization 2023 Masterclass

Beginner to Expert

Created by : Rated :4.6 1041 views

Last Updated: 2023-04-10 09:04:25 English Course Type: Self Learning

Basics, OOP, Numpy, Pandas, Seaborn, Matplotlib, Jupyter Notebook, Data Cleaning, Data Wrangling, all this with Python

· What you will learn

· Develop Python code for cleaning and preparing data for analysis - including handling missing values, formatting, normalizing, and binning data

· Perform exploratory data analysis and apply analytical techniques to real-word datasets using libraries such as Pandas & Numpy.

· Manipulate data using dataframes, summarize data, understand data distribution, perform correlation and create data pipelines

· Data Wrangling

In this module, you will learn how to perform some fundamental data wrangling tasks that, together, form the pre-processing phase of data analysis. These tasks include handling missing values in data, formatting data to standardize it and make it consistent, normalizing data, grouping data values into bins, and converting categorical variables into numerical quantitative variables.

· Exploratory Data Analysis

· In this module, you will learn what is meant by exploratory data analysis, and you will learn how to perform computations on the data to calculate basic descriptive statistical information, such as mean, median, mode, and quartile values, and use that information to better understand the distribution of the data. You will learn about putting your data into groups to help you visualize the data better, you will learn how to use the Pearson correlation method to compare two continuous numerical variables, and you will learn how to use the Chi-square test to find the association between two categorical variables and how to interpret them.

Basic windows 10 computer & laptop with minimum intel core 2 due processor & 4 GB ram
Desired to be a data Analyst
No coding Experience required to learn.

The guy who want to learn the Basic windows 10 computer & laptop with minimum intel core 2 due processor & 4 GB ramdata Analysis & data wrangling & cleaning & data
data Analysis & data wrangling & cleaning & data Visualization's & also the data Scrapping and then Analysing the data with only python.
No coding Experience required to learn.

Section 1 : Python All Lectures 35 Lectures 03:33:38
Lecture 1 :
Installation & setup Preview
Lecture 2 :
Basic variables
Lecture 3 :
Basic operators
Lecture 4 :
Basic function's like input print int float str comment etc
Lecture 5 :
Basics string function's
Lecture 6 :
Basic tuples
Lecture 7 :
Basic List
Lecture 8 :
Basic Set
Lecture 9 :
Basic Dictionary
Lecture 10 :
Basic If Else
Lecture 11 :
Basic While Loop
Lecture 12 :
Basic for Loop
Lecture 13 :
Basic Function's Def, lambda, map, filter
Lecture 14 :
Basic Reduce function
Lecture 15 :
Advance Class
Lecture 16 :
Advance Constructors in class
Lecture 17 :
Inheritence in the class
Lecture 18 :
AutoViz_Class Library Basics
Lecture 19 :
Numpy part 1
Lecture 20 :
Numpy part 2
Lecture 21 :
Pandas part 1 in python
Lecture 22 :
Pandas part 2 in python
Lecture 23 :
Pandas part 3 data frames in python
Lecture 24 :
Pandas part 4 data frames in python
Lecture 25 :
matplotlib part 1
Lecture 26 :
matplotlib part 2
Lecture 27 :
Seaborn part 1
Lecture 28 :
Seaborn part 2
Lecture 29 :
AutoViz_Class Library Advance
Lecture 30 :
Webscrapping part 1
Lecture 31 :
Webscrapping part 2
Lecture 32 :
PowerBi part 1
Lecture 33 :
MS Excel part 1
Lecture 34 :
MS Excel part 2
Lecture 35 :
MS Excel part 3

How do i access the course after purchase?
It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time.
Are these video based online self-learning courses?
Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
Can i play & pause the course as per my convenience?
Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
How do i contact the instructor for any doubts or questions?
Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
Do i need a pc to access the course or can i do it on mobile & tablet as well?
Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
Do i get any certificate for the courses?
Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
For how long can i access my course on the platform?
You require an active subscription to access courses on our platform. If your subscription is active, you can access any course on our platform with no restrictions.
Is there any free trial?
Currently, we do not offer any free trial.
Can i cancel anytime?
Yes, you can cancel your subscription at any time. Your subscription will auto-renew until you cancel, but why would you want to?