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Applied Finance in Python

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Total Duration
16 Hours

Enhance your Python financial skills and learn how to manipulate data and make better data-driven decisions. You’ll begin this track by discovering how to evaluate portfolios, mitigate risk exposure, and use the Monte Carlo simulation to model probability. Next, you’ll learn how to rebalance a portfolio using neural networks. Through interactive coding exercises, you’ll use powerful libraries, including SciPy, statsmodels, scikit-learn, TensorFlow, Keras, and XGBoost, to examine and manage …

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Courses in this Learning Path
1
Introduction to Portfolio Risk Management in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to Portfolio Risk Management in Python

This course will teach you how to evaluate basic portfolio risk and return, just like a Wall Street quantitative analyst. This is the first step in automating portfolio construction and management. Learn how to create market-cap weighted equity portfolios and what drives your portfolio returns. You can forecast and hedge market risks using scenario generation.

2
Quantitative Risk Management in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Quantitative Risk Management in Python

Quantitative risk management plays an important role in asset management, banking and insurance. Financial risk analysts, regulators, and actuaries need to be able quantitatively balance the rewards and risks.

This course will teach you how to manage your financial portfolio. This course includes an analysis on the 2008 financial crisis, and how it affected investment banks such as J.P. Morgan or …

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3
Credit Risk Modeling in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Credit Risk Modeling in Python

Perhaps you have applied for a loan, or a credit card. You are aware that financial companies may process your information before they make a decision. They could lose their business if they approve you for a loan. This course will show you how to prepare credit application data. Machine learning and business principles will be used to reduce risk and improve profitability. Two data sets will be …

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4
GARCH Models in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
GARCH Models in Python

Finance is all about volatility. GARCH Python models are very popular for forecasting variance changes when working with time-dependent information. This course will show you how to use the GARCH models and which assumptions to make. This course teaches you how to predict volatility and evaluate model performance. Real-world data, including historical Tesla stock prices, will be used to give you …

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