Free APIs and highly effective visualizations utilizing python – Jupyter Notebooks included
What you’ll study
Obtain knowledge from APIs which have public info comparable to Yahoo Finance, Federal Reserve FRED,SEC Edgar, OECD, FDIC, The World Financial institution, and many others
Carry out fundamental analytic calculations comparable to imply and median return, volatility, correlation, most drawdown, and many others
Visualize the knowledge in highly effective and impacful charts.
Put all the knowledge collectively to have the ability to analyze how a inventory or any monetary asset has carried out previously and provides a view about it.
Why take this course?
This Introductory Knowledge Science for Investing and Buying and selling course is designed to show you 3 essential issues utilizing python:
1) Obtain knowledge from public APIs comparable to Yahoo Finance, The World Financial institution, EUROSTAT, SEC Edgar, FINRA, and many others.
2) Perfom some fundamental analytics utilizing python, like calculating imply and median returns, volatility, correlation or most drawdown. Alongside the best way you’ll study fundamental instructions for pandas, numpy and different libraries.
3) Make highly effective and good visualization to your knowledge and calculations utilizing libraries comparable to Matplotlib, Plotly or Seaborn.
Now we have organized the course in these 3 essential matters. In every of them you should have complementary workout routines that may enable you higher perceive the ideas. For every lecture we offer a jupyter pocket book, so you possibly can reproduce the examples in your pc as effectively.
In case you are a monetary analyst this course will assist you a large number, since you’ll leverage your monetary abilities with helpful python scripts. This course may also assist merchants, portfolio managers, monetary advisors and different monetary professionals who need to enhance their productiveness, course of knowledge higher and make extra impactful displays utilizing highly effective charts.
You simply want very fundamental python information. If you understand how to put in python and its fundamental libraries you possibly can comply with this course. So, don’t hesitate to leap in and begin studying with us.
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