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Python with Power BI
Analyzing Financial Data
Abhishek Jha
Abhishek Jha
In this project, we will create a Financial dashboard for assets like stock and crypto. The dashboard will be dynamic in nature meaning you will be able to get important information and graphs about any stock just by replacing the ticker symbol without ever leaving Power BI. The project begins with you importing real-time financial data from Yahoo Finance using Python libraries. You will harness the power of Python libraries and custom visuals in Power BI to visualize the data, creating approximately 10 different charts and graphs to analyze price and volume movement. This will be very helpful if you work in Finance or need to present Financial data to clients. Currently, financial websites provide limited visualizations. By using Python with Power BI, you can present financial data to clients in a far better way than currently available on internet. You can add tremendous value by incorporating python with Power BI.
Register for this course and see more details by visiting:
OpenCourser.com/course/e12z3y/python
What's inside
Syllabus
Project Overview
By completing this project, you will achieve a strong proficiency in utilizing Power BI for advanced data visualization techniques with Python. You will be able to create captivating visualizations and overcome the limitations of the default visuals offered by Power BI by generating hundreds of visualizations. Additionally, you will acquire the skills to import real-time financial data effortlessly from within Power BI, eliminating the need to switch between different platforms. The project focuses on creating a dynamic Financial dashboard for assets like stocks and cryptocurrencies, allowing you to obtain essential information and graphs by simply replacing the ticker symbol. By combining Python with Power BI, you can deliver financial insights in a more comprehensive and valuable manner than what is currently available online.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides methodologies for understanding and presenting financial data to clients in a clear and effective way
Delivers hands-on experience in importing real-time financial data directly from Yahoo Finance, enhancing data accuracy and immediacy
Enhances data visualization capabilities by utilizing Python libraries and custom visuals, enabling the creation of a wide range of charts and graphs to analyze financial trends
Suitable for individuals working in the finance industry or those who need to convey financial data to clients, providing valuable skills and insights
Guided by Abhishek Jha, who possesses expertise in utilizing Power BI for advanced data visualization techniques
Requires proficiency in Python and Power BI, which may be a barrier for individuals without prior experience in these tools
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Activities
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Python with Power BI: Analyzing Financial Data.
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Career center
Learners who complete Python with Power BI: Analyzing Financial Data will develop knowledge and skills
that may be useful to these careers:
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course can help Data Scientists develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Data Scientists learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers use data to develop machine learning models to help businesses make decisions. This course can help Machine Learning Engineers develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Machine Learning Engineers learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Business Analyst
Business Analyst
Business Analysts use data to help businesses improve their operations. This course can help Business Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Business Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Software Engineer
Software Engineer
Software Engineers use data to develop software applications. This course can help Software Engineers develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Software Engineers learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make informed decisions. This course can help Data Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Data Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Financial Analyst
Financial Analyst
Financial Analysts use data to make recommendations about investments and financial decisions. This course can help Financial Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Financial Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Marketing Analyst
Marketing Analyst
Marketing Analysts use data to help businesses market their products and services. This course can help Marketing Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Marketing Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Risk Analyst
Risk Analyst
Risk Analysts are responsible for identifying and assessing risks to businesses. This course can help Risk Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Risk Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Product Manager
Product Manager
Product Managers use data to develop and manage products. This course can help Product Managers develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Product Managers learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Data Engineer
Data Engineer
Data Engineers use data to build and maintain data pipelines. This course can help Data Engineers develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Data Engineers learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Quantitative Analyst
Quantitative Analyst
Quantitative Analysts use data to develop mathematical models to help businesses make decisions. This course can help Quantitative Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Quantitative Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Portfolio Manager
Portfolio Manager
Portfolio Managers are responsible for managing investments for clients. This course can help Portfolio Managers develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Portfolio Managers learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Financial Engineer
Financial Engineer
Financial Engineers use data to develop financial products and services. This course can help Financial Engineers develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Financial Engineers learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Investment Analyst
Investment Analyst
Investment Analysts use data to make recommendations about investments and financial decisions. This course can help Investment Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Investment Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
Sales Analyst
Sales Analyst
Sales Analysts use data to help businesses sell their products and services. This course can help Sales Analysts develop the skills they need to use Python to import real-time financial data from Yahoo Finance and create visualizations to analyze price and volume movement. This course may also help Sales Analysts learn how to use custom visuals in Power BI to create more engaging and informative dashboards.
For more career information including salaries, visit:
OpenCourser.com/course/e12z3y/python
Reading list
We've selected eight books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Python with Power BI: Analyzing Financial Data.
This comprehensive guide to Python for data analysis covers topics such as data cleaning, manipulation, and visualization. It serves as a solid foundation for understanding the Python libraries and techniques used in the course.
As the course covers time series analysis in Power BI, this book offers a comprehensive overview of time series analysis techniques using Python. It provides additional depth and a practical approach to understanding time series data.
Offers a unique approach to learning data science by building everything from scratch using Python. For those interested in understanding the fundamental concepts behind data science techniques, it provides a valuable foundation.
Save
Covers the use of Python for financial analysis and data manipulation. It can serve as a useful reference for understanding the Python libraries used in the course for data analysis and visualization.
Covers the basics of Python programming for finance, with a particular focus on algorithmic trading. As a prerequisite for this course, this book can help readers brush up on fundamental programming knowledge.
Offers a framework for using machine learning techniques in asset management. While not directly related to the course materials, it can provide valuable insights into the broader application of Python and machine learning in finance.
While not directly related to the course, this book provides a comprehensive overview of advanced analytics using Apache Spark. It can be a valuable resource for those interested in exploring big data analytics beyond the scope of the course.
For those interested in exploring machine learning beyond the course's scope, this book provides a beginner-friendly introduction to machine learning using Python. It can serve as a starting point for further learning in the field.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/e12z3y/python
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Effort
1 hour
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
Abhishek Jha
Language
English
Good to know
Provides methodologies for understanding and presenting financial data to clients in a clear and effective way
Delivers hands-on experience in importing real-time financial data directly from Yahoo Finance, enhancing data accuracy and immediacy
Enhances data visualization capabilities by utilizing Python libraries and custom visuals, enabling the creation of a wide range of charts and graphs to analyze financial trends
Suitable for individuals working in the finance industry or those who need to convey financial data to clients, providing valuable skills and insights
Guided by Abhishek Jha, who possesses expertise in utilizing Power BI for advanced data visualization techniques
Requires proficiency in Python and Power BI, which may be a barrier for individuals without prior experience in these tools
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