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2018-10-23 14:17
2024-8-16 05:24
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python-for-finance-investment-fundamentals-data-analytics
文件列表
01-welcome-course-introduction/001-what-does-the-course-cover.mp4
13.06MB
01-welcome-course-introduction/002-download-useful-resources-exercises-and-solutions.mp4
8.21MB
02-introduction-to-programming-with-python/003-programming-explained-in-5-minutes.mp4
14.9MB
02-introduction-to-programming-with-python/004-why-python.mp4
15.66MB
02-introduction-to-programming-with-python/005-why-jupyter.mp4
9.86MB
02-introduction-to-programming-with-python/006-installing-python-and-jupyter.mp4
15.48MB
02-introduction-to-programming-with-python/007-jupyters-interface-the-dashboard.mp4
4.29MB
02-introduction-to-programming-with-python/008-jupyters-interface-prerequisites-for-coding.mp4
12.31MB
03-python-variables-and-data-types/009-variables.mp4
7.22MB
03-python-variables-and-data-types/010-numbers-and-boolean-values.mp4
4.45MB
03-python-variables-and-data-types/011-strings.mp4
11.94MB
04-basic-python-syntax/012-arithmetic-operators.mp4
7.16MB
04-basic-python-syntax/013-the-double-equality-sign.mp4
2.86MB
04-basic-python-syntax/014-reassign-values.mp4
2.08MB
04-basic-python-syntax/015-add-comments.mp4
2.62MB
04-basic-python-syntax/016-line-continuation.mp4
1.35MB
04-basic-python-syntax/017-indexing-elements.mp4
2.64MB
04-basic-python-syntax/018-structure-your-code-with-indentation.mp4
3.25MB
05-python-operators-continued/019-comparison-operators.mp4
2.89MB
05-python-operators-continued/020-logical-and-identity-operators.mp4
11.88MB
06-conditional-statements/021-introduction-to-the-if-statement.mp4
4.06MB
06-conditional-statements/022-add-an-else-statement.mp4
5.24MB
06-conditional-statements/023-else-if-for-brief-elif.mp4
8.15MB
06-conditional-statements/024-a-note-on-boolean-values.mp4
3.28MB
07-python-functions/025-defining-a-function-in-python.mp4
2.55MB
07-python-functions/026-creating-a-function-with-a-parameter.mp4
8.11MB
07-python-functions/027-another-way-to-define-a-function.mp4
3.65MB
07-python-functions/028-using-a-function-in-another-function.mp4
2.29MB
07-python-functions/029-combining-conditional-statements-and-functions.mp4
6.21MB
07-python-functions/030-creating-functions-containing-a-few-arguments.mp4
2.52MB
07-python-functions/031-notable-builtin-functions-in-python.mp4
5.82MB
08-python-sequences/032-lists.mp4
8.37MB
08-python-sequences/033-using-methods.mp4
7.23MB
08-python-sequences/034-list-slicing.mp4
10.35MB
08-python-sequences/035-tuples.mp4
4.2MB
08-python-sequences/036-dictionaries.mp4
9.03MB
09-using-iterations-in-python/037-for-loops.mp4
3.43MB
09-using-iterations-in-python/038-while-loops-and-incrementing.mp4
4.79MB
09-using-iterations-in-python/039-create-lists-with-the-range-function.mp4
4.46MB
09-using-iterations-in-python/040-use-conditional-statements-and-loops-together.mp4
6.05MB
09-using-iterations-in-python/041-all-in-conditional-statements-functions-and-loops.mp4
4.36MB
09-using-iterations-in-python/042-iterating-over-dictionaries.mp4
4.62MB
10-advanced-python-tools/043-object-oriented-programming.mp4
8.57MB
10-advanced-python-tools/044-modules-and-packages.mp4
2.12MB
10-advanced-python-tools/045-the-standard-library.mp4
5.02MB
10-advanced-python-tools/046-importing-modules.mp4
8.29MB
10-advanced-python-tools/047-musthave-packages-for-finance-and-data-science.mp4
8.63MB
10-advanced-python-tools/048-working-with-arrays.mp4
11.21MB
10-advanced-python-tools/049-generating-random-numbers.mp4
3.85MB
10-advanced-python-tools/050-importing-and-organizing-data-in-python-part-i.mp4
9.54MB
10-advanced-python-tools/051-importing-and-organizing-data-in-python-part-ii.mp4
15.97MB
10-advanced-python-tools/052-importing-and-organizing-data-in-python-part-iii.mp4
11.54MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/053-considering-both-risk-and-return.mp4
8.55MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/054-what-are-we-going-to-see-next.mp4
4.78MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/055-calculating-a-securitys-rate-of-return.mp4
9.63MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/056-calculating-a-securitys-rate-of-return-in-python-simple-returns-part-i.mp4
13.95MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/057-calculating-a-securitys-rate-of-return-in-python-simple-returns-part-ii.mp4
5.48MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/058-calculating-a-securitys-return-in-python-logarithmic-returns.mp4
9.02MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/059-what-is-a-portfolio-of-securities-and-how-to-calculate-its-rate-of-return.mp4
5.06MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/060-calculating-the-rate-of-return-of-a-portfolio-of-securities.mp4
22.3MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/061-popular-stock-indices-that-can-help-us-understand-financial-markets.mp4
6.61MB
11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/062-calculating-the-rate-of-return-of-indices.mp4
9.31MB
12-part-ii-finance-measuring-investment-risk/063-how-do-we-measure-a-securitys-risk.mp4
11.09MB
12-part-ii-finance-measuring-investment-risk/064-calculating-a-securitys-risk-in-python.mp4
16.39MB
12-part-ii-finance-measuring-investment-risk/065-the-benefits-of-portfolio-diversification.mp4
6.9MB
12-part-ii-finance-measuring-investment-risk/066-calculating-the-covariance-between-securities.mp4
7.69MB
12-part-ii-finance-measuring-investment-risk/067-measuring-the-correlation-between-stocks.mp4
6.64MB
12-part-ii-finance-measuring-investment-risk/068-calculating-covariance-and-correlation.mp4
12.19MB
12-part-ii-finance-measuring-investment-risk/069-considering-the-risk-of-multiple-securities-in-a-portfolio.mp4
10.58MB
12-part-ii-finance-measuring-investment-risk/070-calculating-portfolio-risk.mp4
6.34MB
12-part-ii-finance-measuring-investment-risk/071-understanding-systematic-vs.-idiosyncratic-risk.mp4
5.86MB
12-part-ii-finance-measuring-investment-risk/072-calculating-diversifiable-and-nondiversifiable-risk-of-a-portfolio.mp4
7.03MB
13-part-ii-finance-using-regressions-for-financial-analysis/073-the-fundamentals-of-simple-regression-analysis.mp4
6.42MB
13-part-ii-finance-using-regressions-for-financial-analysis/074-running-a-regression-in-python.mp4
14.24MB
13-part-ii-finance-using-regressions-for-financial-analysis/075-are-all-regressions-created-equal-learning-how-to-distinguish-good-regressions.mp4
9.03MB
13-part-ii-finance-using-regressions-for-financial-analysis/076-computing-alpha-beta-and-r-squared-in-python.mp4
14.44MB
14-part-ii-finance-markowitz-portfolio-optimization/077-markowitz-portfolio-theory-one-of-the-main-pillars-of-modern-finance.mp4
13.32MB
14-part-ii-finance-markowitz-portfolio-optimization/078-obtaining-the-efficient-frontier-in-python-part-i.mp4
12.53MB
14-part-ii-finance-markowitz-portfolio-optimization/079-obtaining-the-efficient-frontier-in-python-part-ii.mp4
11.59MB
14-part-ii-finance-markowitz-portfolio-optimization/080-obtaining-the-efficient-frontier-in-python-part-iii.mp4
3.75MB
15-part-ii-finance-the-capital-asset-pricing-model/081-the-intuition-behind-the-capital-asset-pricing-model-capm.mp4
8.83MB
15-part-ii-finance-the-capital-asset-pricing-model/082-understanding-and-calculating-a-securitys-beta.mp4
7.41MB
15-part-ii-finance-the-capital-asset-pricing-model/083-calculating-the-beta-of-a-stock.mp4
6.32MB
15-part-ii-finance-the-capital-asset-pricing-model/084-the-capm-formula.mp4
6.9MB
15-part-ii-finance-the-capital-asset-pricing-model/085-calculating-the-expected-return-of-a-stock-capm.mp4
5.31MB
15-part-ii-finance-the-capital-asset-pricing-model/086-introducing-the-sharpe-ratio-and-the-way-it-can-be-applied-in-practice.mp4
4.27MB
15-part-ii-finance-the-capital-asset-pricing-model/087-obtaining-the-sharpe-ratio-in-python.mp4
2.67MB
15-part-ii-finance-the-capital-asset-pricing-model/088-measuring-alpha-and-verifying-how-good-or-bad-a-portfolio-manager-is-doing.mp4
7.53MB
16-part-ii-finance-multivariate-regression-analysis/089-multivariate-regression-analysis-a-valuable-tool-for-finance-practitioners.mp4
10.84MB
16-part-ii-finance-multivariate-regression-analysis/090-running-a-multivariate-regression-in-python.mp4
15.38MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/091-the-essence-of-monte-carlo-simulations.mp4
4.8MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/092-monte-carlo-applied-in-a-corporate-finance-context.mp4
4.96MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/093-monte-carlo-predicting-gross-profit-part-i.mp4
18.6MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/094-monte-carlo-predicting-gross-profit-part-ii.mp4
4.85MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/095-forecasting-stock-prices-with-a-monte-carlo-simulation.mp4
7.47MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/096-monte-carlo-forecasting-stock-prices-part-i.mp4
8.21MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/097-monte-carlo-forecasting-stock-prices-part-ii.mp4
10.86MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/098-monte-carlo-forecasting-stock-prices-part-iii.mp4
10.25MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/099-an-introduction-to-derivative-contracts.mp4
10.79MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/100-the-black-scholes-formula-for-option-pricing.mp4
8.12MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/101-monte-carlo-blackscholesmerton.mp4
10.18MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/102-monte-carlo-euler-discretization-part-i.mp4
10.81MB
17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/103-monte-carlo-euler-discretization-part-ii.mp4
3.56MB
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