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Coursera - Machine Learning and Reinforcement Learning in Finance Specialization 2023
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Coursera - Machine Learning and Reinforcement Learning in Finance Specialization 2023
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2024-11-20
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文件列表
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/01_introduction/03_interview-with-rossen-roussev.mp4
88.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/08_the-fokker-planck-equation-and-quantum-mechanics.mp4
52.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/07_what-are-defaults.mp4
46.2 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/08_rl-solution-discussion-and-examples.mp4
44.8 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/09_the-value-of-universatility.mp4
44.0 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/05_fitted-q-iteration.mp4
41.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/08_quantum-equilibrium-disequilibrium.mp4
41.0 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/01_from-portfolio-optimization-to-market-model.mp4
39.8 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/03_gbm-and-its-problems.mp4
38.8 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/07_langevin-equation-and-fokker-planck-equations.mp4
38.1 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/08_rl-equations.mp4
37.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/02_introduction-to-rl-for-trading.mp4
37.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/03_bsm-model-and-risk.mp4
36.1 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/02_batch-reinforcement-learning.mp4
34.9 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/01_introduction-to-the-specialization-machine-learning-and-reinforcement-learning/02_specialization-objectives.mp4
34.9 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/09_rl-and-inverse-reinforcement-learning-solutions.mp4
34.8 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/04_logistic-regression-for-modeling-bank-failures-part-i.mp4
33.0 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/05_lob-modeling.mp4
32.7 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/06_the-singularity-is-near.mp4
32.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/01_option-trading-and-rl.mp4
32.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/06_classical-dynamics-the-lagrangian-and-the-hamiltonian.mp4
32.2 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/06_reinforcement-learning-for-portfolios.mp4
31.8 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/02_black-scholes-merton-bsm-model.mp4
31.8 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/04_q-learning.mp4
31.7 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/03_dimension-reduction-with-autoencoders.mp4
31.1 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/02_monte-carlo-solution/03_optimal-q-function-with-monte-carlo.mp4
31.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/04_classical-dynamics.mp4
30.9 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/02_electronic-markets-and-lob.mp4
30.2 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/05_forward-and-inverse-optimisation.mp4
29.6 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/02_liquidity.mp4
29.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/03_diffusion-in-a-potential-the-langevin-equation.mp4
29.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/07_fitted-q-iteration-at-work.mp4
29.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/05_rl-and-inverse-reinforcement-learning.mp4
28.7 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/02_dimension-reduction-with-tsne.mp4
27.9 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/01_core-concepts-of-unsupervised-learning/01_core-concepts-of-ul.mp4
27.9 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/04_limit-order-book.mp4
27.7 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/03_linear-regression-in-tensorflow.mp4
27.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/02_artificial-intelligence-and-machine-learning/02_artificial-intelligence-and-machine-learning-part-ii.mp4
26.6 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/04_modeling-feedback-frictions.mp4
26.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/01_introduction-to-markov-decision-processes-and-reinforcement-learning-in-finance.mp4
26.1 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/01_machine-learning-in-finance-review/01_what-is-machine-learning-in-finance.mp4
25.9 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/05_dynamics-with-saturation-the-verhulst-model.mp4
25.9 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/06_neural-architecture-for-sequential-data.mp4
25.8 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/02_artificial-intelligence-and-machine-learning/01_artificial-intelligence-and-machine-learning-part-i.mp4
25.6 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/04_the-gbm-model-an-unbounded-growth-without-defaults.mp4
25.0 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/02_market-dynamics-and-irl.mp4
24.8 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/03_stochastic-approximations.mp4
24.5 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/01_options-and-option-pricing.mp4
24.5 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/01_mdp-formulation.mp4
24.0 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/05_regularization-validation-set-and-hyper-parameters.mp4
23.8 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/02_invisible-hand.mp4
23.8 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/06_lob-statistical-modeling.mp4
23.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/06_gradient-descent-for-neural-networks.mp4
23.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/01_dataflow-and-tensorflow.mp4
23.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/06_logistic-regression-for-modeling-bank-failures-part-iii.mp4
23.3 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/02_principal-component-analysis-for-stock-returns/02_pca-for-stock-returns-part-2.mp4
22.9 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/04_example-svm-for-prediction-of-credit-spreads.mp4
22.8 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/01_rl-introduction.mp4
22.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/01_introduction/03_welcome-to-the-course.mp4
22.6 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/03_modeling-market-frictions.mp4
22.6 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/02_sequence-modeling.mp4
22.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/01_introduction-to-the-specialization-machine-learning-and-reinforcement-learning/03_specialization-prerequisites.mp4
22.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/01_introduction/02_specialization-prerequisites.mp4
22.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/01_introduction/02_prerequisites.mp4
22.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/04_i-certainly-hope-you-are-wrong-herr-professor.mp4
22.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/04_neural-networks.mp4
22.2 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/02_pdes-in-physics-and-finance.mp4
22.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/07_lob-modeling-with-ml-and-rl.mp4
22.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/02_a-first-demo-of-tensorflow.mp4
21.7 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/02_maximum-likelihood-estimation.mp4
21.6 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/07_entropy-regularized-rl.mp4
21.5 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/06_fitted-q-iteration-the-ps-basis.mp4
21.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/01_introduction-to-the-specialization-machine-learning-and-reinforcement-learning/01_welcome-note.mp4
21.2 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/01_machine-learning-as-model-estimation.mp4
21.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/05_gradient-descent-optimization.mp4
21.0 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/01_generalization-and-a-bias-variance-tradeoff.mp4
20.9 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/05_sm-hidden-markov-models.mp4
20.4 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/03_trades-quotes-and-order-flow.mp4
20.3 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/02_ul-k-clustering.mp4
20.2 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/01_introduction/01_welcome-to-specialization.mp4
20.2 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/01_introduction/01_introduction-to-the-specialization.mp4
20.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/04_ul-hierarchical-clustering-algorithms.mp4
20.0 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/01_support-vector-machines-part-1.mp4
20.0 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/08_other-applications-of-rl.mp4
19.8 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/01_dimension-reduction-with-pca.mp4
19.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/04_one-period-rewards.mp4
19.7 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/01_welcome.mp4
18.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/05_discrete-time-bsm-hedging-and-pricing.mp4
18.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/05_mdp-rl-action-value-function.mp4
18.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/02_mdp-and-rl-decision-policies.mp4
18.2 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/01_reinforcement-learning-and-ptolemys-epicycles.mp4
18.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/05_potential-minima-and-newtons-law.mp4
18.0 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/07_stochastic-gradient-descent.mp4
17.9 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/04_sm-state-space-models.mp4
17.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/04_linear-regression.mp4
17.3 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/03_lecture-2-supervised-learning-tree-methods/03_tree-methods-boosting.mp4
17.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/03_lecture-2-supervised-learning-tree-methods/01_tree-methods-cart-trees.mp4
17.2 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/02_monte-carlo-solution/01_basis-functions.mp4
17.1 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/01_machine-learning-in-finance-review/02_introduction-to-fundamentals-of-machine-learning-in-finance.mp4
17.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/01_prediction-of-earning-per-share-eps-with-scikit-learn-and-tensorflow/02_fundamental-analysis.mp4
17.0 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/03_portfolio-model.mp4
16.6 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/02_monte-carlo-solution/02_optimal-hedge-with-monte-carlo.mp4
16.6 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/07_ul-probabilistic-clustering.mp4
16.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/04_machine-learning-in-finance-vs-machine-learning-in-tech/03_machine-learning-in-finance-vs-machine-learning-in-tech-part-iii.mp4
16.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/04_machine-learning-in-finance-vs-machine-learning-in-tech/01_machine-learning-in-finance-vs-machine-learning-in-tech-part-i.mp4
16.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/01_prediction-of-earning-per-share-eps-with-scikit-learn-and-tensorflow/01_regression-and-equity-analysis.mp4
16.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/04_backward-recursion-for-q-star.mp4
16.3 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/03_markov-decision-process-and-rl.mp4
16.3 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/03_probabilistic-classification-models.mp4
16.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/06_overview-of-the-supervised-machine-learning-in-finance.mp4
15.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/03_overfitting-and-model-capacity.mp4
15.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/02_the-no-free-lunch-theorem.mp4
15.5 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/03_svm-the-kernel-trick.mp4
15.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/03_mdp-rl-value-function-and-bellman-equation.mp4
15.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/03_lecture-2-supervised-learning-tree-methods/02_tree-methods-random-forests.mp4
15.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/03_machine-learning-as-a-foundation-of-artificial-intelligence/01_machine-learning-as-a-foundation-of-artificial-intelligence-part-i.mp4
15.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/03_sm-latent-variables-for-sequences.mp4
15.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/02_support-vector-machines-part-2.mp4
15.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/05_risk-as-a-science-of-fluctuation.mp4
15.1 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/03_ul-k-means-neural-algorithm.mp4
15.0 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/02_rl-core-ideas.mp4
15.0 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/03_machine-learning-as-a-foundation-of-artificial-intelligence/03_machine-learning-as-a-foundation-of-artificial-intelligence-part-iii.mp4
14.8 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/05_ul-clustering-and-estimation-of-equity-correlation-matrix.mp4
14.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/01_sm-latent-variables.mp4
14.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/03_machine-learning-as-a-foundation-of-artificial-intelligence/02_machine-learning-as-a-foundation-of-artificial-intelligence-part-ii.mp4
14.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/04_discrete-time-bsm-model.mp4
13.8 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/02_principal-component-analysis-for-stock-returns/01_pca-for-stock-returns-part-1.mp4
13.8 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/01_ul-clustering-algorithms.mp4
13.7 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/06_ul-minimum-spanning-trees-kruskal-algorithm.mp4
13.7 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/03_competitive-market-equilibrium-models-in-finance.mp4
13.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/03_optimal-action-from-q-function.mp4
13.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/04_rl-bellman-equation.mp4
13.0 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/06_discrete-time-bsm-bs-limit.mp4
12.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/04_machine-learning-in-finance-vs-machine-learning-in-tech/02_machine-learning-in-finance-vs-machine-learning-in-tech-part-ii.mp4
12.4 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/10_course-summary.mp4
12.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/05_logistic-regression-for-modeling-bank-failures-part-ii.mp4
12.0 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/06_markets-and-the-heat-death-of-the-universe.mp4
11.9 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/01_week-introduction.mp4
11.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/02_action-value-function.mp4
11.6 MB
Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/01_week-welcome-video.mp4
10.8 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/04_mdp-rl-value-iteration-and-policy-iteration.mp4
10.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/07_supervised-learning-conclusion.mp4
10.2 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/01_welcome.mp4
7.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/01_dimension-reduction-with-pca_Week-3-1-3-dim_reduction_with_PCA.pdf
6.3 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/03_machine-learning-as-a-foundation-of-artificial-intelligence/03_machine-learning-as-a-foundation-of-artificial-intelligence-part-iii_Week-1-1-ML-as-foundation-of-AI-part-III.pdf
5.0 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/02_principal-component-analysis-for-stock-returns/02_pca-for-stock-returns-part-2_Week-3-1-2-PCA-for-stocks-part-2.pdf
3.7 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/03_machine-learning-as-a-foundation-of-artificial-intelligence/02_machine-learning-as-a-foundation-of-artificial-intelligence-part-ii_Week-1-1-ML-as-foundation-of-AI-part-II.pdf
3.5 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/02_black-scholes-merton-bsm-model_RL-Week-1-2-MDP-for-BS-model.pdf
3.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/03_bsm-model-and-risk_RL-Week-1-2-MDP-for-BS-model.pdf
3.3 MB
Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/01_week-introduction_RL_Week_3_slides.pdf
3.2 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/01_option-trading-and-rl_Course_4_adv_topics_Week_1_lesson_2_1.pdf
3.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/04_machine-learning-in-finance-vs-machine-learning-in-tech/01_machine-learning-in-finance-vs-machine-learning-in-tech-part-i_Week-1-3-ML_in_finance_vs_ML_in_tech-part-I.pdf
2.8 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/01_introduction-to-markov-decision-processes-and-reinforcement-learning-in-finance_RL-week-1-1-1-MDP-and-RL-intro.pdf
2.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/02_mdp-and-rl-decision-policies_RL-week-1-1-1-MDP-and-RL-intro.pdf
2.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/03_mdp-rl-value-function-and-bellman-equation_RL-week-1-1-1-MDP-and-RL-intro.pdf
2.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/04_mdp-rl-value-iteration-and-policy-iteration_RL-week-1-1-1-MDP-and-RL-intro.pdf
2.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/05_mdp-rl-action-value-function_RL-week-1-1-1-MDP-and-RL-intro.pdf
2.7 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/02_rl-core-ideas_Week-4-2-2-RL-core-concepts.pdf
2.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/05_Resources/01_week-1-reading/01__file.pdf
2.6 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/01_rl-introduction_Week-4-2-1-Reinforcement-Learning-recap.pdf
2.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/01_machine-learning-as-model-estimation_Week-2-3-1-ML-with-Probabilistic-Models.pdf
2.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/02_maximum-likelihood-estimation_Week-2-3-1-ML-with-Probabilistic-Models.pdf
2.4 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/04_neural-networks_Week-2-1-4-Neural_networks.pdf
2.3 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/02_artificial-intelligence-and-machine-learning/02_artificial-intelligence-and-machine-learning-part-ii_Week-1-1-AI-and-ML-part-II.pdf
2.1 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/01_mdp-formulation_RL_Week_2_slides.pdf
1.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/02_action-value-function_RL_Week_2_slides.pdf
1.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/03_optimal-action-from-q-function_RL_Week_2_slides.pdf
1.7 MB
Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/02_monte-carlo-solution/01_basis-functions_RL_Week_2_slides.pdf
1.7 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/03_dimension-reduction-with-autoencoders_Week-3-1-5-Autoencoder.pdf
1.6 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/06_gradient-descent-for-neural-networks_Week-2-1-6-Gradient-Descent-for-NN.pdf
1.5 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/01_welcome_Coursera_Advanced_RL_week_3.pdf
1.5 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/05_Resources/03_week-3-presentation/01__Coursera_Advanced_RL_week_3.pdf
1.5 MB
Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/01_options-and-option-pricing_RL-week-1-1-2-Option-pricing-as-MDP.pdf
1.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/04_linear-regression_Week-1-2-4_Linear_regression.pdf
1.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/03_probabilistic-classification-models_Week-2-3-2-Probabilistic-classification-models.pdf
1.5 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/02_dimension-reduction-with-tsne_Week-3-1-4-dimension-reduction-with-tSNE.pdf
1.5 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/01_generalization-and-a-bias-variance-tradeoff_Week-1-2-1-Generalization-and-bias-variance-tradeoff_2.pdf
1.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/02_ul-k-clustering_Week-3-2-2-Kmeans-clustering_with_questions.pdf
1.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/06_neural-architecture-for-sequential-data_Week-4-1-6-Neural-networks-for-sequential-data.pdf
1.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/02_sequence-modeling_Week-4-1-2-Sequence-modeling.pdf
1.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/04_sm-state-space-models_Week-4-1-4-State-Space-Models.pdf
1.4 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/03_sm-latent-variables-for-sequences_Week-4-1-3-Latent-variable-models-for-sequential-data_1.pdf
1.3 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/05_sm-hidden-markov-models_Week-4-1-5-HMM.pdf
1.3 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/01_dataflow-and-tensorflow_Week-2-1-1-Intro-to-TF_1.pdf
1.3 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/05_gradient-descent-optimization_Week-2-1-5-Gradient-Descent.pdf
1.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/02_support-vector-machines-part-2_Course-2-1-1-SVM_part_2.pdf
1.2 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/03_markov-decision-process-and-rl_Week-4-2-3-MDP-and-RL.pdf
1.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/01_prediction-of-earning-per-share-eps-with-scikit-learn-and-tensorflow/01_regression-and-equity-analysis_Week-2-2-1-Analysis-of-Earning-per-Share.pdf
1.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/01_prediction-of-earning-per-share-eps-with-scikit-learn-and-tensorflow/02_fundamental-analysis_Week-2-2-1-Analysis-of-Earning-per-Share.pdf
1.1 MB
Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/05_Resources/01_week-1-presentation/01__Coursera_Advanced_RL_week_1_1.pdf
1.1 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/03_machine-learning-as-a-foundation-of-artificial-intelligence/01_machine-learning-as-a-foundation-of-artificial-intelligence-part-i_Week-1-1-1-ML_as_foundation_of_AI-part-I.pdf
1.1 MB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/01_core-concepts-of-unsupervised-learning/01_core-concepts-of-ul_Week-3-1-1-core-concepts-of-UL_with_questions.pdf
1.0 MB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/05_regularization-validation-set-and-hyper-parameters_Week-1-2-5_Regularization_and_hyperparameters.pdf
970.5 kB
Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/03_overfitting-and-model-capacity_Week-1-2-3-Overfitting-and-capacity.pdf
927.3 kB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/04_ul-hierarchical-clustering-algorithms_Week-3-2-4-hierarchical_clustering_with_questions.pdf
925.5 kB
Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/07_ul-probabilistic-clustering_Week-3-2-7-Probabilistic_clustering.pdf
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/02_the-no-free-lunch-theorem_Week-1-2-2-No-Free-Lunch-Theorem.pdf
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/04_logistic-regression-for-modeling-bank-failures-part-i_Week-2-3-3-Bank-failures-modeling-with-NN.pdf
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/05_logistic-regression-for-modeling-bank-failures-part-ii_Week-2-3-3-Bank-failures-modeling-with-NN.pdf
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/06_logistic-regression-for-modeling-bank-failures-part-iii_Week-2-3-3-Bank-failures-modeling-with-NN.pdf
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/03_ul-k-means-neural-algorithm_Week-3-2-3-Kmean_neural_network_with_questions.pdf
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/01_welcome_Course-4-advanced_topics-week-4.pdf
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/05_Resources/04_week-4-presentation/01__Course-4-advanced_topics-week-4.pdf
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/03_svm-the-kernel-trick_Course-2-1-1-SVM_part_3.pdf
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/01_ul-clustering-algorithms_Week-3-2-1-clustering-overview_with_questions.pdf
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/05_Resources/08_week-4-optional-readings/01__1707.05642.pdf
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/04_machine-learning-in-finance-vs-machine-learning-in-tech/02_machine-learning-in-finance-vs-machine-learning-in-tech-part-ii_Week-1-3-ML_in_finance_vs_ML_in_tech-part-II.pdf
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/05_Resources/08_week-4-optional-readings/01__Extended_Abstract.pdf
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/02_artificial-intelligence-and-machine-learning/01_artificial-intelligence-and-machine-learning-part-i_Week-1-1-AI-and-ML-part-I.pdf
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/03_lecture-2-supervised-learning-tree-methods/03_tree-methods-boosting_Course-2-1-2-Trees-part-3.pdf
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/01_sm-latent-variables_Week-4-1-1-Latent-variables-models.pdf
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/05_Resources/05_week-1-optional-readings/01__qf3601.pdf
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/02_principal-component-analysis-for-stock-returns/01_pca-for-stock-returns-part-1_Week-3-1-2-PCA-for-stocks-part-1.pdf
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Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/01_week-welcome-video_RL_Week_4_slides.pdf
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/03_gbm-and-its-problems.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/03_diffusion-in-a-potential-the-langevin-equation.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/04_classical-dynamics.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/02_ul-k-clustering.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/06_the-singularity-is-near.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/08_the-fokker-planck-equation-and-quantum-mechanics.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/04_the-gbm-model-an-unbounded-growth-without-defaults.en.srt
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Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/02_monte-carlo-solution/02_optimal-hedge-with-monte-carlo.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/02_artificial-intelligence-and-machine-learning/02_artificial-intelligence-and-machine-learning-part-ii.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/01_introduction-to-the-specialization-machine-learning-and-reinforcement-learning/03_specialization-prerequisites.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/01_introduction/02_specialization-prerequisites.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/04_ul-hierarchical-clustering-algorithms.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/05_lob-modeling.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/06_neural-architecture-for-sequential-data.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/03_trades-quotes-and-order-flow.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/02_mathematical-foundations-of-machine-learning/01_generalization-and-a-bias-variance-tradeoff/01_generalization-and-a-bias-variance-tradeoff.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/01_dataflow-and-tensorflow.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/04_i-certainly-hope-you-are-wrong-herr-professor.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/03_ul-k-means-neural-algorithm.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/05_dynamics-with-saturation-the-verhulst-model.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/01_artificial-intelligence-machine-learning/04_machine-learning-in-finance-vs-machine-learning-in-tech/02_machine-learning-in-finance-vs-machine-learning-in-tech-part-ii.en.srt
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Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/08_rl-solution-discussion-and-examples.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/04_discrete-time-bsm-model.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/02_maximum-likelihood-estimation.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/02_sequence-modeling.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/04_rl-and-inverse-rl-for-portfolio-stock-trading/01_rl-for-stock-trading/09_rl-and-inverse-reinforcement-learning-solutions.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/07_what-are-defaults.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/05_rl-and-inverse-reinforcement-learning.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/01_machine-learning-in-finance-review/01_what-is-machine-learning-in-finance.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/01_core-concepts-of-unsupervised-learning/01_core-concepts-of-ul.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/02_dimension-reduction-with-tsne.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/03_bsm-model-and-risk.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/08_other-applications-of-rl.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/07_ul-probabilistic-clustering.en.srt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/04_neural-networks.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/01_sequence-modeling/05_sm-hidden-markov-models.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/02_mdp-model-for-option-pricing-dynamic-programming-approach/01_mdp-for-discrete-time-bs-model/03_optimal-action-from-q-function.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/02_market-dynamics-and-irl.en.srt
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Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/01_introduction/03_welcome-to-the-course.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/03_perception-beyond-reinforcement-learning/01_lesson-1/07_langevin-equation-and-fokker-planck-equations.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/04_example-svm-for-prediction-of-credit-spreads.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/07_fitted-q-iteration-at-work.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/03_modeling-market-frictions.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/02_markov-decision-processes-mdp/01_introduction-to-markov-decision-processes-and-reinforcement-learning-in-finance.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/02_core-concepts-of-unsupervised-learning-pca-dimensionality-reduction/03_dimension-reduction/03_dimension-reduction-with-autoencoders.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/04_sequence-modeling-and-reinforcement-learning/02_reinforcement-learning/01_rl-introduction.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/03_data-visualization-clustering/01_unsupervised-learning/06_ul-minimum-spanning-trees-kruskal-algorithm.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/08_quantum-equilibrium-disequilibrium.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/03_lecture-2-supervised-learning-tree-methods/01_tree-methods-cart-trees.en.txt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/04_supervised-learning-in-finance/02_machine-learning-with-probabilistic-models-classification-tasks/05_logistic-regression-for-modeling-bank-failures-part-ii.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/02_liquidity.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/03_lesson-2/04_modeling-feedback-frictions.en.txt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/03_linear-regression-in-tensorflow.en.txt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/03_lecture-2-supervised-learning-tree-methods/03_tree-methods-boosting.en.txt
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Coursera - Guided Tour of Machine Learning in Finance 2023-12/03_introduction-to-supervised-learning/01_introduction-to-neural-networks-and-tensor-flow/02_a-first-demo-of-tensorflow.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/03_mdp-model-for-option-pricing-reinforcement-learning-approach/01_mdp-rl-approach/05_fitted-q-iteration.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/04_other-applications-of-reinforcement-learning-p-2-p-lending-cryptocurrency-etc/01_lesson-1/06_lob-statistical-modeling.en.txt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/02_lesson-1/02_pdes-in-physics-and-finance.en.srt
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Coursera - Fundamentals of Machine Learning in Finance 2023-12/01_fundamentals-of-supervised-learning-in-finance/02_lecture-1-support-vector-machines/01_support-vector-machines-part-1.en.txt
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Coursera - Reinforcement Learning in Finance 2023-12/01_mdp-and-reinforcement-learning/03_discrete-time-black-scholes-model/06_discrete-time-bsm-bs-limit.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/01_black-scholes-merton-model-physics-and-reinforcement-learning/01_introduction/01_welcome-to-specialization.en.srt
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Coursera - Overview of Advanced Methods of Reinforcement Learning in Finance 2023-12/02_reinforcement-learning-for-optimal-trading-and-market-modeling/01_lesson-1/02_invisible-hand.en.srt
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