Free Certification Course Title: Python and Machine Learning in Financial Analysis
Using Python and machine learning in financial analysis with step-by-step coding (with all codes)
Advertisement
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.
Advertisement
Who this course is for:
- Developers
- Financial Analysts
- Data Analysts
- Data Scientists
- Stock and cryptocurrency traders
- Students
- Teachers
- Researchers
This course includes:
-
20.5 hours on-demand video
-
18 articles
-
18 downloadable resources
-
Full lifetime access
-
Access on mobile and TV
-
Certificate of completion
Advertisement
How to Subscribe for 2022 Python and Machine Learning in Financial Analysis?
- Sign Up on Udemy.com
- Subscribe Here(2022 Python and Machine Learning in Financial Analysis): Click Here
Apply Coupon Code: 136F0464E0871F822E8C
**Note: Free coupon/offer may expire soon.**
Facebook Group(Mandatory to Join): Click Here
Join our Telegram group(Free Certification Courses – 43K Members): Click Here
Join our Telegram group(67,000+ Members: Daily Jobs): Click Here
WhatsApp Group(Only for Indian Users): Click Here to Join