Learn NumPy for processing , Pandas for Data Manipulation and Visualize using Matplotlib, Seaborn and Bokeh
What you’ll learn
• The importance of knowledge manipulation and visualization in Data Science
• How to manage text data with strings
• The basics of knowledge Structures in Python
• CRUD operations on Data Structures (Create, Retrieve, Update, Delete)
• The importance of the NumPy package for processing
• How to build complicated applications like KNN with a couple of lines of codes in NumPy
• The importance of the Pandas package for Data Manipulation and Data Understanding
• Process Covid-19 Real file Using Pandas
• The basics of visualization using Matplotlib
• 3D visualizations in Matplotlib
• The importance of Seaborn
• Interactive visualizations in Bokeh
• 3D interactive visualizations using Plotly
• Surface and scatter 3D interactive plots in Plotly
• Geographic mapping using Folium
• Implement COVID-19 density over the world
• Plotting directly in Pandas
Requirements
Absolutely no prior knowledge or experience needed. you simply need a passion to be successful!
You can be a beginner in Python, data visualization or data science, otherwise you are often proficient in it.
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Description
Are you ready to start your path to becoming a knowledge manipulation and visualization expert
Do you ignoramus about data manipulation and visualization but want to know them tolerably so as that you’re going to implement projects
Are you worried that learning data manipulation and visualization goes to be tough
Do you ever wonder if Data Scientists having an honest understanding of data manipulation and visualization have a bright future
Listen to what the foremost relevant people got to say
“Data Science will automate jobs that the bulk people thought could only be done by people.” ~ Dave Waters
“Just as electricity transformed almost everything 100 years ago, today, I even have a troublesome time thinking of an industry that I don’t think Artificial IntelligenceData Science will transform within subsequent several years.” ~Andrew Ng
“A breakthrough in Data Science would be worth ten Microsofts.” ~ Gates
Data is, without a doubt, the new electricity. Over subsequent several years, data goes to transform everything. And guess what Data manipulation and visualization skills are at the core of data Science.
There are many courses and lectures out there regarding data manipulation and visualization. But this course is different!
This course follows a step-by-step and straightforward methodology. In every new tutorial, you’ll rest on what you’ve already learned and move one extra breakthrough . you’re then assigned alittle task that you simply simply solve at the beginning of subsequent video.
You start by first learning the theoretical a neighborhood of a knowledge visualization concept. Then, you implement everything practically, using Python. We are using Python as a programming language because it’s plenty of demand within the market. Plus, it’s a superb easy and efficient language. Python is that the most well liked programming language nowadays if we mention machine learning or data science, and thus for data manipulation and visualization.
You don’t need to worry if you don’t know Python. we’ve a course for absolute beginners on our channel also . And by the way, you’d like not know plenty of Python for this course. you’ll explore packages and may rely totally on one-liners as compared to lengthy codes.
You will also implement plenty of mini-projects in live coding sessions during which you’ll gain a whole look and feel on the thanks to implement modules in data manipulation and visualization.
With over 12 hours of HD video lectures divided into 75+ small videos and detailed code notebooks for every lecture, this is often often one of the foremost comprehensive courses for data manipulation and visualization on Udemy!
You’ll not only determine the way to unravel problems in data manipulation and visualization, but you’ll even be equipped with the right tools in your hand!
Here are just a few of of the topics that you simply simply are getting to be learning
Introduction to Data Structures
Importance of NumPy
How Pandas efficiently processes large data files
Data Preparation
Visualizations using multiple packages
Interactive visualizations using multiple packages
Process Covid-19 real file using Pandas
Geographic data mapping
Plotting directly from Pandas
and much, much more!
Enroll during this course and become a knowledge manipulation and visualization expert today!
Who this course is for
• This course is for you if you recognize nothing about data manipulation and visualization.
• This course is for you if a step-by-step and straightforward methodology of teaching appeals to you.
• This course is for you if you’d wish to determine data manipulation and visualization practically.
• This course is for you if you’d wish to determine data manipulation and visualization right from the beginning .
• This course is for you if you’d wish to implement plenty of mini projects in live coding sessions.
• ● This course is for you if you’re curious to seek out out about the thought of data manipulation and visualization then implement it in real-world projects.
Created by AI Sciences, AI Sciences Team
Last updated 12021
English
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4.1
(13 ratings)
164 students
httpswww.udemy.comcoursepython-mastering-data-understanding-and-data-visualization
