What you would learn in Python Course for Data Analysis :Numpy + Pandas + Matplotlib course?
At the end of this course, you'll be able to manipulate and visualize your information quickly.
I'm asking for a pledge by you to solve all 13 questions divided across all of the modules. You will also answer the final assignment honestly. The more often you do, the more proficiently you write code. Why is that?
The reasons you should choose this course:
It's memorable. You'll discover the "why" behind everything you do, so you'll be able to remember the concepts and apply them to your own in the future.
It's the perfect length: The course is just 6.5 hours, which means you'll have time to complete it and receive your certificate.
It's at the Right Pace. It will teach you the Python basics at a speed that is geared towards beginner learners. That means you won't be lost, and you will not waste time with irrelevant filler.
It's practical: You use Pandas to alter data. It's not just dry theorizing. You have understood when you solve Quizzes at the end of each segment. The assignment is a massive Coding assignment to provide you with hands-on flavor and help you become more comfortable with this skill. As time goes by, I will keep adding more code assignments for you to training.
Let's take an overview of the outline of the course.
We will begin by laying the foundation with the following lectures:
An introduction to Python.
Numpy Package, which forms the basis for Pandas Package.
We will then learn about:
The Data Types are used in Python to keep a collection of data.
We will then begin by introducing the following :
Create a Dataframe in Pandas from various file formats.
The Data Sorting and Filtering.
Combining and aggregations that form the basis of data frame analysis.
Pandas working with DateTime.
Advance Data Manipulation.
Loops, Functions, and the Like.
Assignment of the WorkFitbit user's activity Data.
Content of the Course:
Learn how to utilize Numpy, List, Dictionary, and Pandas to manipulate data
Learn how to utilize Matplotlib to perform Data Visualization using pandas
Find out how you can create Dataframes using various file formats.
Learn data selection, data manipulation, merging, grouping data in pandas
13 Quizzes to test and refresh your knowledge of the lessons
Final project in which you'll analyze Fitbit's user behavior by using Pandas
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