| 001. Overview - Capital Asset Pricing Model.en.srt | 23 KB | ||
| 001. Overview - Capital Asset Pricing Model.mp4 | 46.9 MB | ||
| 002. Gather Financial Time Series.en.srt | 28.7 KB | ||
| 002. Gather Financial Time Series.mp4 | 43.2 MB | ||
| 003. Data Preparation.en.srt | 60.5 KB | ||
| 003. Data Preparation.mp4 | 92.9 MB | ||
| 004. Fitting the CAPM Model.en.srt | 42.3 KB | ||
| 004. Fitting the CAPM Model.mp4 | 70.9 MB | ||
| 005. Making Decisions with SML.en.srt | 57.4 KB | ||
| 005. Making Decisions with SML.mp4 | 85.2 MB | ||
| 006. Overview - Arbitrage Pricing Model.en.srt | 14.8 KB | ||
| 006. Overview - Arbitrage Pricing Model.mp4 | 30.8 MB | ||
| 007. Data Wrangling.en.srt | 43.2 KB | ||
| 007. Data Wrangling.mp4 | 88.8 MB | ||
| 008. Using Data Access APIs - Polygon.io.en.srt | 44.3 KB | ||
| 008. Using Data Access APIs - Polygon.io.mp4 | 82.2 MB | ||
| 009. APT Model.en.srt | 46.6 KB | ||
| 009. APT Model.mp4 | 95.9 MB | ||
| 010. Model Extended.en.srt | 60.4 KB | ||
| 010. Model Extended.mp4 | 108.8 MB | ||
| 011. SML for APT and CAPM.en.srt | 23.6 KB | ||
| 011. SML for APT and CAPM.mp4 | 47.4 MB | ||
| 012. Wrap.en.srt | 7 KB | ||
| 012. Wrap.mp4 | 12.7 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 26 total files | |||
Linear Regression for Asset Pricing
https://WebToolTip.com
Released 8/2025
By Jeremy Loscheider, Abdullah Karasan
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + subtitle | Duration: 4h 33m | Size: 806 MB
Linear regression is one of the most straightforward approaches to making price predictions and financial forecasts. In this video series, you’ll step into the role of a machine learning engineer at InvRes Bank, a bank that offers financial consulting services to its customers. To better serve your clients, you'll develop regression-based Python machine learning models for financial modeling and asset pricing. You’ll update the classic financial algorithms Capital Asset Pricing Theorem (CAPM) and Arbitrage Pricing Theorem (APT) to new automatic machine learning models and improve your understanding of financial data science. These skills are in high demand for portfolio optimization and financial services.
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Udemy - The Complete Linear and Logistic Regression Course in Python Posted by
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