I like his teaching style and he explain everything. Course he designed very helpful and Practical .
Python for Data Analysis: step-by-step with projects
Learn Python for data analysis (pandas, data visualizations, statistics) with real world datasets and practice projects
Data Science,Data Analysis,Python,Data Visualization,Statistics
Lectures -72
Resources -10
Duration -10.5 hours
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Course Description
Welcome to your Python for data analysis course!
This course offers 11 hours of HD video lectures, detailed code notebooks, and 3 guided practice projects, based on multiple real-world datasets.
This course will guide you to learn from scratch how to analyze data efficiently in Python.
By following this course, you'll gain practical experience analyzing real-world datasets. So that by the end, you'll be able to conduct your own analysis with Python, and extract valuable insights that can transform your business!
What are the design principles of the course?
Instead of dumping all the available Python libraries or functions to you, we picked only the most useful ones based on our industry experience to cover in the course. This allows you to focus and master the foundations.
The course is arranged in different sections based on the step-by-step process of REAL data analysis. Please check out the course overview lecture for details.
Besides Python programming, you'll also get exposed to the basic statistical knowledge necessary for data analysis.
Combined with the detailed video lectures, you'll be given a few projects to work on to reinforce your knowledge.
In the end, you'll have a solid foundation of data analysis, and be able to use Python for the whole process.
Why data analysis in Python?
Data analysis is a critical skill and is getting more popular.
Nowadays, almost every organization has some data. Data could be very useful, but not without appropriate analysis. Data analysis enables us to transform data into insights for businesses, and to make informative decisions.
You can find data analysis being used in almost every industry, be it health care, finance, or technology.
While Python is one of the employers' most in-demand skills for data science. It is not only easy to learn, but also very powerful.
Who is this course for?
This course is helpful for anyone interested in analyzing data effectively. Perhaps you want to become a data analyst or a data scientist, or maybe you just want the skills to work on your projects.
This course is beginner-friendly. However, we recommend you have some basic knowledge of Python or at least another programming language.
With that said, there is a Python crash course included, so you can pick up or review the skills needed.
What are the main Python libraries covered?
Pandas
Scikit-learn
Seaborn
All you need to start this course is the desire to learn, and a computer!
Looking forward to seeing you inside the course!
Cheers,
Lianne and Justin
Preview image designed by freepik
Goals
How to use Python for data analysis
Reach an intermediate level of Python
Experience analyzing real-world datasets in lectures and guided projects
Use Python data analysis libraries (Pandas, Scikit-learn, Seaborn)
Import, examine, export data in Python
Manipulate data
Clean data
Transform data
Calculate summary statistics
Create data visualizations in Python
Use JupyterLab/Jupyter Notebook
Prerequisites
Basic Python ONLY
If you have experience with other similar programming languages, take the Python Crash Course included
Curriculum
Check out the detailed breakdown of what’s inside the course
Let's get started!
3 Lectures
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Course Preview 04:03 04:03
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Course overview 05:31 05:31
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Course Resources
Python crash course (optional)
10 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Importing data
6 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Exploring data (manipulation)
10 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Capstone practice project I
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Cleaning data
11 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Transforming columns/features
5 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Capstone practice project II
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Exploring data (Exploratory Data Analysis)
12 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Capstone practice project III
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Special topic: dealing with time series data
7 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Congrats and thank you!
2 Lectures
![Tutorialspoint](/market/public/assets/images/loader.gif)
Instructor Details
![Lianne and Justin (Just into Data)](https://www.tutorialspoint.com/assets/profiles/401224/profile/200_1471138-1649099348.jpg)
Lianne and Justin (Just into Data)
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