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Program

Applied Finance in Python

Diperbarui 01/2025
Enhance your Python financial skills. Learn how to evaluate portfolios, calculate credit risk, and create GARCH models to forecast volatility.
Mulai Pelacakan Secara Gratis

Termasuk denganPremium or Team

PythonApplied Finance16 Hr13,724

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atau

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Deskripsi Lagu

Applied Finance in Python

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 risk. You’ll then apply what you’ve learned to answer questions commonly faced by financial firms, such as whether or not to approve a loan or a credit card request, using machine learning and financial techniques. Along the way, you’ll also create GARCH models and get hands-on with real datasets that feature Microsoft stocks, historical foreign exchange rates, and cryptocurrency data. Start this track to advance your Python financial skills.

Persyaratan

Tidak ada persyaratan prasyarat untuk jalur ini.

  • Course

    1

    Introduction to Portfolio Risk Management in Python

    Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

  • Course

    3

    Credit Risk Modeling in Python

    Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.

  • Course

    4

    GARCH Models in Python

    Learn about GARCH Models, how to implement them and calibrate them on financial data from stocks to foreign exchange.

Applied Finance in Python
4 Kursus
Lacak
Selesai

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Termasuk denganPremium or Team

Daftar Sekarang

Bergabunglah 18 juta pelajar dan mulai Applied Finance in Python Hari Ini!

Buat Akun Gratis Anda

atau

Dengan melanjutkan, Anda menyetujui Ketentuan Penggunaan, Kebijakan Privasi kami serta bahwa data Anda disimpan di Amerika Serikat.