2022 Python and Machine Learning in Financial Analysis

2022 Python and Machine Learning in Financial Analysis

What you’ll learn

  • You will be able to use the functions provided to download financial data from a number of sources and preprocess it for further analysis
  • You will be able to draw some insights into patterns emerging from a selection of the most commonly used metrics (such as MACD and RSI)
  • Introduces the basics of time series modeling. Then, we look at exponential smoothing methods and ARIMA class models.
  • shows you how to estimate various factor models in Python. one ,three-, four-, and five-factor models.
  • Introduces you to the concept of volatility forecasting using (G)ARCH class models, how to choose the best-fitting model, and how to interpret your results.
  • Introduces concept of Monte Carlo simulations and use them for simulating stock prices, the valuation of European/American options and calculating the VaR.
  • Introduces the Modern Portfolio Theory and shows you how to obtain the Efficient Frontier in Python. how to evaluate the performance of such portfolios.
  • Presents a case of using machine learning for predicting credit default. You will get to know tune the hyperparameters of the models and handle imbalances
  • Introduces you to a selection of advanced classifiers (including stacking multiple models)and how to deal with class imbalance, use Bayesian optimization.
  • Demonstrates how to use deep learning techniques for working with time series and tabular data. The networks will be trained using PyTorch.

How to Enroll 2022 Python and Machine Learning in Financial Analysis course?

  • To Access "2022 Python and Machine Learning in Financial Analysis" Click on Enroll Now button at end of the post. It will redirect you to Udemy Course Page and then you can start the enrollment process.
  • If you're New to Udemy? Sign up with your email and create a password. for Existing users, log in with your credentials to access course.
  • How many members can access this course with a coupon?

    2022 Python and Machine Learning in Financial Analysis Course coupon is limited to the first 1,000 enrollments. Click 'Enroll Now' to secure your spot and dive into this course on Udemy before it reaches its enrollment limits!

    External links may contain affiliate links, meaning we get a commission if you decide to make a purchase
    Deal Score0

    Unlock the future with learning!

    Exclusive new customer deal: Top courses from $14.99 on your first visit.

    Compare items
    • Total (0)
    Compare
    0