FreeTutorials Us python-for-finance-investment-fundamentals-data-analytics

1. 01-welcome-course-introduction/001-what-does-the-course-cover.mp413.06MB
2. 01-welcome-course-introduction/002-download-useful-resources-exercises-and-solutions.mp48.21MB
3. 02-introduction-to-programming-with-python/003-programming-explained-in-5-minutes.mp414.9MB
4. 02-introduction-to-programming-with-python/004-why-python.mp415.66MB
5. 02-introduction-to-programming-with-python/005-why-jupyter.mp49.86MB
6. 02-introduction-to-programming-with-python/006-installing-python-and-jupyter.mp415.48MB
7. 02-introduction-to-programming-with-python/007-jupyters-interface-the-dashboard.mp44.29MB
8. 02-introduction-to-programming-with-python/008-jupyters-interface-prerequisites-for-coding.mp412.31MB
9. 03-python-variables-and-data-types/009-variables.mp47.22MB
10. 03-python-variables-and-data-types/010-numbers-and-boolean-values.mp44.45MB
11. 03-python-variables-and-data-types/011-strings.mp411.94MB
12. 04-basic-python-syntax/012-arithmetic-operators.mp47.16MB
13. 04-basic-python-syntax/013-the-double-equality-sign.mp42.86MB
14. 04-basic-python-syntax/014-reassign-values.mp42.08MB
15. 04-basic-python-syntax/015-add-comments.mp42.62MB
16. 04-basic-python-syntax/016-line-continuation.mp41.35MB
17. 04-basic-python-syntax/017-indexing-elements.mp42.64MB
18. 04-basic-python-syntax/018-structure-your-code-with-indentation.mp43.25MB
19. 05-python-operators-continued/019-comparison-operators.mp42.89MB
20. 05-python-operators-continued/020-logical-and-identity-operators.mp411.88MB
21. 06-conditional-statements/021-introduction-to-the-if-statement.mp44.06MB
22. 06-conditional-statements/022-add-an-else-statement.mp45.24MB
23. 06-conditional-statements/023-else-if-for-brief-elif.mp48.15MB
24. 06-conditional-statements/024-a-note-on-boolean-values.mp43.28MB
25. 07-python-functions/025-defining-a-function-in-python.mp42.55MB
26. 07-python-functions/026-creating-a-function-with-a-parameter.mp48.11MB
27. 07-python-functions/027-another-way-to-define-a-function.mp43.65MB
28. 07-python-functions/028-using-a-function-in-another-function.mp42.29MB
29. 07-python-functions/029-combining-conditional-statements-and-functions.mp46.21MB
30. 07-python-functions/030-creating-functions-containing-a-few-arguments.mp42.52MB
31. 07-python-functions/031-notable-builtin-functions-in-python.mp45.82MB
32. 08-python-sequences/032-lists.mp48.37MB
33. 08-python-sequences/033-using-methods.mp47.23MB
34. 08-python-sequences/034-list-slicing.mp410.35MB
35. 08-python-sequences/035-tuples.mp44.2MB
36. 08-python-sequences/036-dictionaries.mp49.03MB
37. 09-using-iterations-in-python/037-for-loops.mp43.43MB
38. 09-using-iterations-in-python/038-while-loops-and-incrementing.mp44.79MB
39. 09-using-iterations-in-python/039-create-lists-with-the-range-function.mp44.46MB
40. 09-using-iterations-in-python/040-use-conditional-statements-and-loops-together.mp46.05MB
41. 09-using-iterations-in-python/041-all-in-conditional-statements-functions-and-loops.mp44.36MB
42. 09-using-iterations-in-python/042-iterating-over-dictionaries.mp44.62MB
43. 10-advanced-python-tools/043-object-oriented-programming.mp48.57MB
44. 10-advanced-python-tools/044-modules-and-packages.mp42.12MB
45. 10-advanced-python-tools/045-the-standard-library.mp45.02MB
46. 10-advanced-python-tools/046-importing-modules.mp48.29MB
47. 10-advanced-python-tools/047-musthave-packages-for-finance-and-data-science.mp48.63MB
48. 10-advanced-python-tools/048-working-with-arrays.mp411.21MB
49. 10-advanced-python-tools/049-generating-random-numbers.mp43.85MB
50. 10-advanced-python-tools/050-importing-and-organizing-data-in-python-part-i.mp49.54MB
51. 10-advanced-python-tools/051-importing-and-organizing-data-in-python-part-ii.mp415.97MB
52. 10-advanced-python-tools/052-importing-and-organizing-data-in-python-part-iii.mp411.54MB
53. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/053-considering-both-risk-and-return.mp48.55MB
54. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/054-what-are-we-going-to-see-next.mp44.78MB
55. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/055-calculating-a-securitys-rate-of-return.mp49.63MB
56. 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.mp413.95MB
57. 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.mp45.48MB
58. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/058-calculating-a-securitys-return-in-python-logarithmic-returns.mp49.02MB
59. 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.mp45.06MB
60. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/060-calculating-the-rate-of-return-of-a-portfolio-of-securities.mp422.3MB
61. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/061-popular-stock-indices-that-can-help-us-understand-financial-markets.mp46.61MB
62. 11-part-ii-finance-calculating-and-comparing-rates-of-return-in-python/062-calculating-the-rate-of-return-of-indices.mp49.31MB
63. 12-part-ii-finance-measuring-investment-risk/063-how-do-we-measure-a-securitys-risk.mp411.09MB
64. 12-part-ii-finance-measuring-investment-risk/064-calculating-a-securitys-risk-in-python.mp416.39MB
65. 12-part-ii-finance-measuring-investment-risk/065-the-benefits-of-portfolio-diversification.mp46.9MB
66. 12-part-ii-finance-measuring-investment-risk/066-calculating-the-covariance-between-securities.mp47.69MB
67. 12-part-ii-finance-measuring-investment-risk/067-measuring-the-correlation-between-stocks.mp46.64MB
68. 12-part-ii-finance-measuring-investment-risk/068-calculating-covariance-and-correlation.mp412.19MB
69. 12-part-ii-finance-measuring-investment-risk/069-considering-the-risk-of-multiple-securities-in-a-portfolio.mp410.58MB
70. 12-part-ii-finance-measuring-investment-risk/070-calculating-portfolio-risk.mp46.34MB
71. 12-part-ii-finance-measuring-investment-risk/071-understanding-systematic-vs.-idiosyncratic-risk.mp45.86MB
72. 12-part-ii-finance-measuring-investment-risk/072-calculating-diversifiable-and-nondiversifiable-risk-of-a-portfolio.mp47.03MB
73. 13-part-ii-finance-using-regressions-for-financial-analysis/073-the-fundamentals-of-simple-regression-analysis.mp46.42MB
74. 13-part-ii-finance-using-regressions-for-financial-analysis/074-running-a-regression-in-python.mp414.24MB
75. 13-part-ii-finance-using-regressions-for-financial-analysis/075-are-all-regressions-created-equal-learning-how-to-distinguish-good-regressions.mp49.03MB
76. 13-part-ii-finance-using-regressions-for-financial-analysis/076-computing-alpha-beta-and-r-squared-in-python.mp414.44MB
77. 14-part-ii-finance-markowitz-portfolio-optimization/077-markowitz-portfolio-theory-one-of-the-main-pillars-of-modern-finance.mp413.32MB
78. 14-part-ii-finance-markowitz-portfolio-optimization/078-obtaining-the-efficient-frontier-in-python-part-i.mp412.53MB
79. 14-part-ii-finance-markowitz-portfolio-optimization/079-obtaining-the-efficient-frontier-in-python-part-ii.mp411.59MB
80. 14-part-ii-finance-markowitz-portfolio-optimization/080-obtaining-the-efficient-frontier-in-python-part-iii.mp43.75MB
81. 15-part-ii-finance-the-capital-asset-pricing-model/081-the-intuition-behind-the-capital-asset-pricing-model-capm.mp48.83MB
82. 15-part-ii-finance-the-capital-asset-pricing-model/082-understanding-and-calculating-a-securitys-beta.mp47.41MB
83. 15-part-ii-finance-the-capital-asset-pricing-model/083-calculating-the-beta-of-a-stock.mp46.32MB
84. 15-part-ii-finance-the-capital-asset-pricing-model/084-the-capm-formula.mp46.9MB
85. 15-part-ii-finance-the-capital-asset-pricing-model/085-calculating-the-expected-return-of-a-stock-capm.mp45.31MB
86. 15-part-ii-finance-the-capital-asset-pricing-model/086-introducing-the-sharpe-ratio-and-the-way-it-can-be-applied-in-practice.mp44.27MB
87. 15-part-ii-finance-the-capital-asset-pricing-model/087-obtaining-the-sharpe-ratio-in-python.mp42.67MB
88. 15-part-ii-finance-the-capital-asset-pricing-model/088-measuring-alpha-and-verifying-how-good-or-bad-a-portfolio-manager-is-doing.mp47.53MB
89. 16-part-ii-finance-multivariate-regression-analysis/089-multivariate-regression-analysis-a-valuable-tool-for-finance-practitioners.mp410.84MB
90. 16-part-ii-finance-multivariate-regression-analysis/090-running-a-multivariate-regression-in-python.mp415.38MB
91. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/091-the-essence-of-monte-carlo-simulations.mp44.8MB
92. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/092-monte-carlo-applied-in-a-corporate-finance-context.mp44.96MB
93. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/093-monte-carlo-predicting-gross-profit-part-i.mp418.6MB
94. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/094-monte-carlo-predicting-gross-profit-part-ii.mp44.85MB
95. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/095-forecasting-stock-prices-with-a-monte-carlo-simulation.mp47.47MB
96. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/096-monte-carlo-forecasting-stock-prices-part-i.mp48.21MB
97. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/097-monte-carlo-forecasting-stock-prices-part-ii.mp410.86MB
98. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/098-monte-carlo-forecasting-stock-prices-part-iii.mp410.25MB
99. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/099-an-introduction-to-derivative-contracts.mp410.79MB
100. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/100-the-black-scholes-formula-for-option-pricing.mp48.12MB
101. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/101-monte-carlo-blackscholesmerton.mp410.18MB
102. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/102-monte-carlo-euler-discretization-part-i.mp410.81MB
103. 17-part-ii-finance-monte-carlo-simulations-as-a-decisionmaking-tool/103-monte-carlo-euler-discretization-part-ii.mp43.56MB