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Details for:
Investment Management with Python and Machine Learning Specialization
investment management python machine learning specialization
Type:
Other
Files:
742
Size:
6.8 GB
Uploaded On:
Oct. 22, 2022, 12:52 p.m.
Added By:
tuts756
Seeders:
1
Leechers:
1
Info Hash:
F3F757308AED92BD3A5054361FCEB131A9166BAC
Get This Torrent
Description The Data Science and Machine Learning for Asset Management Specialization has been designed to deliver a broad and comprehensive introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques to improve investment decisions. By the end of this specialization, you will have acquired the tools required for making sound investment decisions, with an emphasis not only on the foundational theory and underlying concepts, but also on practical applications and implementation. Instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language through a series of dedicated lab sessions
Get This Torrent
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/05_Resources/01_python-notebooks/01__mooc_4_Jul22.zip
536.0 MB
TutsNode.net.txt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/11_lab-session-drawdown.en.srt
43.2 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/01_section-1/01_welcome-video.en.txt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/03_research-application/02_additional-resources-on-using-media-derived-data_Wisdom_of_crowds.pdf
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/01_section-1/02_requirements_instructions.html
1.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/01_section-1/03_material-at-your-disposal_instructions.html
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/01_section-1/04_module-1-key-points_instructions.html
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/03_material-for-the-lab-sessions_instructions.html
262.1 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/05_identifying-recessions-crash-regimes-and-feature-selection/02_section-2-predicting-credit-contractions-and-crash-regimes/04_lab-session-5-regime-prediction-with-machine-learning.en.txt
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.pad/0
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/06_lab-session-cir-model-and-cash-vs-zc-bonds.mp4
100.1 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/06_Resources/02_lab-session-1-optimal-portfolio-03-mar-2021/01__LAB1_optimal_portfolio_03March21.zip
615.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/09_liability-driven-investing_LDI-LectureNote.pdf
335.3 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/03_robust-estimates-for-expected-returns/02_section-2/02_introducing-active-views.en.txt
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.pad/1
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/02_machine-learning-techniques-for-robust-estimation-of-factor-models/02_section-2-robust-estimation-of-factor-models-with-machine-learning-techniques/05_lab-session-jupiter-notebook-on-factor-models.mp4
91.2 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/03_research-application/02_additional-resources-on-using-media-derived-data_Information_content_of_internet_stock_message_boards.pdf
593.7 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/03_machine-learning-techniques-for-efficient-portfolio-diversification/02_section-2-maximizing-diversification-benefits-via-machine-learning/02_supplementary-material-pca_MOOC_Module3_PCA.pdf
192.9 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/02_section-2-beyond-the-gaussian-case-extreme-risk-estimates/10_module-1-graded-quiz_exam.html
7.1 KB
.pad/2
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/04_machine-learning-techniques-for-regime-analysis/02_section-2-robust-estimation-of-regime-switching-models-with-machine-learning/08_new-lab-session-jupyter-notebook-on-regime-based-investment-model.mp4
87.8 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/03_research-application/02_additional-resources-on-using-media-derived-data_Media_coverage_and_cross-section_of_stock_returns.pdf
170.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/05_identifying-recessions-crash-regimes-and-feature-selection/02_section-2-predicting-credit-contractions-and-crash-regimes/04_lab-session-5-regime-prediction-with-machine-learning.en.srt
63.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/03_processing-corporate-filings/03_research-application/03_application-using-location-data-to-measure-home-bias-to-predict-returns.en.txt
3.1 KB
.pad/3
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/02_section-2/04_module-1-lab-session-foundations.mp4
84.6 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/03_processing-corporate-filings/03_research-application/04_additional-resources-on-processing-corporate-fillings_The_geography_of_investments_SSRN-id214138.pdf
363.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/03_research-application/02_application-consumption-based-proxies-for-private-information-and-managers.en.txt
4.9 KB
.pad/4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/01_section-1/05_introduction-to-factor-investing.mp4
83.3 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/03_research-application/03_additional-resources-on-the-interest-of-real-time-corporate-sales-measures_What_do_measures_of_real-time_corporate_sales_tell_us_about_earning__surprises.pdf
474.9 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/02_robust-estimates-for-the-covariance-matrix/01_section-1/01_module-2-key-points_instructions.html
2.1 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/03_machine-learning-techniques-for-efficient-portfolio-diversification/02_section-2-maximizing-diversification-benefits-via-machine-learning/07_reference-for-the-module-selecting-a-portfolio-of-assets_MOOC_Module3_StabilitySelection.pdf
160.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/02_section-2/04_module-1-lab-session-foundations.en.srt
67.9 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/01_welcome-video.en.txt
3.0 KB
.pad/5
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/01_section-1-introduction-to-optimization-and-the-efficient-frontier/05_applying-quadprog-to-draw-the-efficient-frontier.mp4
78.2 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/05_Resources/02_notebooks-and-code-version-03/01__notebooks_and_code-m02v02.zip
444.9 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/03_research-application/02_additional-resources-on-using-media-derived-data_Media_and_the_Term-Structure_of_Unexpected_Option-Implied_Volatility.pdf
347.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/04_lab-session-naive-risk-budgeting-between-the-psp-ghp.en.txt
32.4 KB
.pad/6
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/08_lab-session-liability-driven-investing.mp4
76.1 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/03_research-application/05_additional-resources-on-predicting-performance-using-consumer-big-data_Predicting_Performance_Using_Consumer_Big_Data.pdf
396.2 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/04_portfolio-optimization-in-practice/02_section-2/05_dive-into-heuristic-diversification_Heuristic_diversification.pdf
388.1 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/06_lab-session-cir-model-and-cash-vs-zc-bonds.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/02_section-2-implementing-markowitz/02_lab-session-locating-the-max-sharpe-ratio-portfolio.en.srt
32.0 KB
.pad/7
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/01_section-1-introduction-to-optimization-and-the-efficient-frontier/02_the-only-free-lunch-in-finance.mp4
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.pad/8
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/01_introducing-the-fundamentals-of-machine-learning/02_section-2-review-of-unsupervised-learning/07_lab-session-optimal-portfolio.mp4
75.5 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/09_liability-driven-investing_LDI-Technical_supplement.pdf
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/06_Resources/03_lab-session-2-factor-models-september-2021/01__Jupyter_Notebook_Module_2_September_2021.zip
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/04_machine-learning-techniques-for-regime-analysis/02_section-2-robust-estimation-of-regime-switching-models-with-machine-learning/08_new-lab-session-jupyter-notebook-on-regime-based-investment-model.en.srt
59.5 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/03_robust-estimates-for-expected-returns/01_section-1/01_module-3-key-points_instructions.html
1.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/03_research-application/02_additional-resources-on-using-media-derived-data_The_causal_impact_of_media_in_financialmarkets.pdf
244.3 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/05_Resources/01_data-for-portfolio-construction-in-python/01__data_library.html
240.1 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/05_Resources/01_data-for-portfolio-construction-with-python/01__data_library.html
240.1 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/05_Resources/02_supplementary-material-web-scraping-13-f/01__13F_Web_Scrape.ipynb
99.5 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/02_machine-learning-techniques-for-robust-estimation-of-factor-models/02_section-2-robust-estimation-of-factor-models-with-machine-learning-techniques/05_lab-session-jupiter-notebook-on-factor-models.en.srt
91.7 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/02_textual-analysis-for-financial-applications/03_research-application/02_additional-resources-on-textual-analysis-for-financial-applications_w25084.shtml
84.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/07_lab-session-basics-of-returns.en.txt
22.9 KB
.pad/9
532 bytes
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/04_lab-session-naive-risk-budgeting-between-the-psp-ghp.mp4
75.3 MB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/08_lab-session-liability-driven-investing.en.srt
72.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/04_lab-session-naive-risk-budgeting-between-the-psp-ghp.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/06_lab-session-dynamic-risk-budgeting-between-psp-lhp.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/01_section-1-introduction-to-optimization-and-the-efficient-frontier/07_lab-session-applying-quadprog-to-draw-the-efficient-frontier.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/06_Resources/01_libraries-used-in-the-jupyter-notebooks/01__Environment_Setup.pdf
52.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/06_lab-session-cir-model-and-cash-vs-zc-bonds.en.txt
51.5 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/02_lab-session-monte-carlo-simulation-of-coupon-bearing-bonds-using-cir.en.srt
48.9 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/02_machine-learning-techniques-for-robust-estimation-of-factor-models/02_section-2-robust-estimation-of-factor-models-with-machine-learning-techniques/05_lab-session-jupiter-notebook-on-factor-models.en.txt
47.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/01_section-1/07_lab-session-cppi-and-drawdown-constraints-part1.en.srt
45.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/03_robust-estimates-for-expected-returns/02_section-2/04_the-intuition-behind-black-litterman-model-portfolios_instructions.html
1.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/07_lab-session-basics-of-returns.en.srt
44.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/02_section-2-beyond-the-gaussian-case-extreme-risk-estimates/05_lab-session-deviations-from-normality.en.srt
43.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/09_lab-session-risk-adjusted-returns.en.srt
41.3 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/01_introducing-the-fundamentals-of-machine-learning/02_section-2-review-of-unsupervised-learning/07_lab-session-optimal-portfolio.en.srt
40.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/04_portfolio-optimization-in-practice/01_section-1/01_module-4-key-points_instructions.html
2.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/03_machine-learning-techniques-for-efficient-portfolio-diversification/02_section-2-maximizing-diversification-benefits-via-machine-learning/08_lab-session-graphical-network-analysis.en.srt
34.7 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/04_portfolio-optimization-in-practice/01_section-1/02_survey-alternative-equity-beta-investing_instructions.html
1.9 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/02_section-2-beyond-the-gaussian-case-extreme-risk-estimates/07_lab-session-semi-deviation-var-and-cvar.en.srt
39.3 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/01_section-1/08_lab-session-cppi-and-drawdown-constraints-part2.en.srt
37.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/08_lab-session-liability-driven-investing.en.txt
37.2 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/04_machine-learning-techniques-for-regime-analysis/02_section-2-robust-estimation-of-regime-switching-models-with-machine-learning/08_new-lab-session-jupyter-notebook-on-regime-based-investment-model.en.txt
35.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/02_section-2/04_module-1-lab-session-foundations.en.txt
35.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/03_robust-estimates-for-expected-returns/02_section-2/05_module-3-lab-session-black-litterman.en.srt
34.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/02_section-2/09_lab-session-interactive-plots-of-monte-carlo-simulations-of-cppi-and-gbm-part2.en.srt
31.1 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/01_section-1-introduction-to-optimization-and-the-efficient-frontier/03_lab-session-efficient-frontier-part-1.en.srt
30.3 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/06_lab-session-dynamic-risk-budgeting-between-psp-lhp.en.txt
30.3 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/01_section-1-introduction-to-optimization-and-the-efficient-frontier/06_lab-session-asset-efficient-frontier-part-2.en.srt
29.7 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/02_section-2/02_lab-session-random-walks-and-monte-carlo.en.srt
28.6 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/02_section-2-implementing-markowitz/04_lab-session-plotting-ew-and-gmv-on-the-efficient-frontier.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/02_an-introduction-to-portfolio-optimization/01_section-1-introduction-to-optimization-and-the-efficient-frontier/07_lab-session-applying-quadprog-to-draw-the-efficient-frontier.en.txt
27.7 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/01_section-1/04_lab-session-limits-of-diversification-part-2.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/01_section-1/04_lab-session-present-values-liabilities-and-funding-ratio.en.srt
26.4 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/04_introduction-to-asset-liability-management/02_section-2/02_lab-session-monte-carlo-simulation-of-coupon-bearing-bonds-using-cir.en.txt
25.5 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/01_section-1/03_lab-session-limits-of-diversification-part1.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/04_portfolio-optimization-in-practice/02_section-2/04_module-4-lab-session-risk-contribution-and-risk-parity.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/02_section-2/07_lab-session-interactive-plots-of-monte-carlo-simulations-of-cppi-and-gbm-part1.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/01_section-1/07_lab-session-cppi-and-drawdown-constraints-part1.en.txt
23.8 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/02_section-2-beyond-the-gaussian-case-extreme-risk-estimates/05_lab-session-deviations-from-normality.en.txt
22.7 KB
[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/02_textual-analysis-for-financial-applications/02_lab-sessions/03_lab-session-company-distances-and-industry-distances.en.srt
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/01_theory/03_what-is-consumption-data.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/02_textual-analysis-for-financial-applications/02_lab-sessions/03_lab-session-company-distances-and-industry-distances.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/01_section-1/05_an-introduction-to-cppi-part-1.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/02_lab-sessions/04_lab-session-mapping-data-with-folium.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/03_processing-corporate-filings/02_lab-sessions/07_lab-session-working-with-13-f-data.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/02_machine-learning-techniques-for-robust-estimation-of-factor-models/01_section-1-introduction-to-factor-models-and-their-use-in-portfolio-construction/02_introducing-factor-models.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/02_textual-analysis-for-financial-applications/01_theory/04_normalizing-textual-data.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/03_processing-corporate-filings/02_lab-sessions/04_lab-session-applications-of-tf-idf.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/06_Resources/04_lab-session-3-graphical-network-analysis/01__Graphical_Network_Analysis.pptx
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/01_introducing-the-fundamentals-of-machine-learning/02_section-2-review-of-unsupervised-learning/02_highlights-of-best-practice.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/03_processing-corporate-filings/02_lab-sessions/08_lab-session-comparing-holding-similarities.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/02_lab-sessions/03_lab-session-replicating-pagerank.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/02_section-2/06_designing-and-calibrating-cppi-strategies.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/04_machine-learning-techniques-for-regime-analysis/02_section-2-robust-estimation-of-regime-switching-models-with-machine-learning/02_trend-filtering.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/02_lab-sessions/01_lab-session-twitter-dataset-introduction.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/02_textual-analysis-for-financial-applications/02_lab-sessions/02_lab-session-applied-text-data-processing.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/02_lab-sessions/05_lab-session-testing-seasonality.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/04_portfolio-optimization-in-practice/02_section-2/03_comparing-diversification-options.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/01_theory/04_geolocation-and-foot-traffic.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/01_introducing-the-fundamentals-of-machine-learning/02_section-2-review-of-unsupervised-learning/03_references-for-module-1-introducing-the-fundamentals-of-machine-learning_ESLII.pdf
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/03_processing-corporate-filings/03_research-application/03_application-using-location-data-to-measure-home-bias-to-predict-returns.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/02_textual-analysis-for-financial-applications/01_theory/01_introduction-to-the-open-web.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/04_using-media-derived-data/02_lab-sessions/04_lab-session-applied-sentiment-analysis.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/01_analysing-returns/01_section-1-fundamentals-of-risk-and-returns/01_welcome-video.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/01_style-factors/01_section-1/01_welcome-video.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/02_lab-sessions/01_lab-session-introduction-to-the-uber-dataset.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/introduction-portfolio-construction-python/03_beyond-diversification/02_section-2/04_lab-session-installing-ipywidgets.mp4
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/machine-learning-asset-management-alternative-data/01_consumption/02_lab-sessions/02_lab-session-points-of-interest.mp4
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1.7 MB
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/03_machine-learning-techniques-for-efficient-portfolio-diversification/02_section-2-maximizing-diversification-benefits-via-machine-learning/07_reference-for-the-module-selecting-a-portfolio-of-assets_A_Semiparametric_Graphical_Modelling_-_2015.pdf
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/python-machine-learning-for-investment-management/01_introducing-the-fundamentals-of-machine-learning/02_section-2-review-of-unsupervised-learning/03_references-for-module-1-introducing-the-fundamentals-of-machine-learning_1701.07274.pdf
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[TutsNode.net] - Investment Management with Python and Machine Learning Specialization/advanced-portfolio-construction-python/05_Resources/01_data-for-portfolio-construction-in-python/01__data.zip
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