Udemy - Complete Python and Machine Learning in Financial Analysis (3.2025)

1 - Financial Data and Preprocessing/1 -Introduction of Python Programming in Financial Analysis.mp4

69.24 MB

1 - Financial Data and Preprocessing/1 -Introduction of Python Programming in Financial Analysis.vtt

8.67 KB

1 - Financial Data and Preprocessing/10 -Investigating stylized facts of asset returns.mp4

157.89 MB

1 - Financial Data and Preprocessing/10 -Investigating stylized facts of asset returns.vtt

12.48 KB

1 - Financial Data and Preprocessing/11 - Codes of Chapter 1.html

38 B

1 - Financial Data and Preprocessing/11 -Chapter 1.zip

6.21 MB

1 - Financial Data and Preprocessing/2 -Introduction of Financial Analysis.mp4

31.95 MB

1 - Financial Data and Preprocessing/2 -Introduction of Financial Analysis.vtt

3.57 KB

1 - Financial Data and Preprocessing/3 -Introduction.mp4

15.01 MB

1 - Financial Data and Preprocessing/3 -Introduction.vtt

2.22 KB

1 - Financial Data and Preprocessing/4 -Getting data from Yahoo Finance.mp4

28.52 MB

1 - Financial Data and Preprocessing/4 -Getting data from Yahoo Finance.vtt

3.38 KB

1 - Financial Data and Preprocessing/5 -Getting data from Quandl.mp4

26.77 MB

1 - Financial Data and Preprocessing/5 -Getting data from Quandl.vtt

1.9 KB

1 - Financial Data and Preprocessing/6 -Converting prices to returns.mp4

55.73 MB

1 - Financial Data and Preprocessing/6 -Converting prices to returns.vtt

5.69 KB

1 - Financial Data and Preprocessing/7 -Changing frequency.mp4

40.11 MB

1 - Financial Data and Preprocessing/7 -Changing frequency.vtt

2.74 KB

1 - Financial Data and Preprocessing/8 -Visualizing time series data.mp4

74.39 MB

1 - Financial Data and Preprocessing/8 -Visualizing time series data.vtt

5.05 KB

1 - Financial Data and Preprocessing/9 -Identifying outliers.mp4

54.99 MB

1 - Financial Data and Preprocessing/9 -Identifying outliers.vtt

3.87 KB

10 - Deep Learning in Finance/1 -Introduction.mp4

70.62 MB

10 - Deep Learning in Finance/1 -Introduction.vtt

5.84 KB

10 - Deep Learning in Finance/2 - requirements of chapter 10.html

42 B

10 - Deep Learning in Finance/2 -Deep learning for tabular data.mp4

165.31 MB

10 - Deep Learning in Finance/2 -Deep learning for tabular data.vtt

13.49 KB

10 - Deep Learning in Finance/2 -requirements_of_chapter_10.zip

7.03 MB

10 - Deep Learning in Finance/3 -Multilayer perceptrons for time series forecasting.mp4

271.53 MB

10 - Deep Learning in Finance/3 -Multilayer perceptrons for time series forecasting.vtt

21.42 KB

10 - Deep Learning in Finance/4 -Convolutional neural networks for time series forecasting.mp4

247.67 MB

10 - Deep Learning in Finance/4 -Convolutional neural networks for time series forecasting.vtt

14.82 KB

10 - Deep Learning in Finance/5 -Recurrent neural networks for time series forecasting.mp4

190.89 MB

10 - Deep Learning in Finance/5 -Recurrent neural networks for time series forecasting.vtt

12.65 KB

10 - Deep Learning in Finance/6 - Codes of Chapter 10.html

39 B

10 - Deep Learning in Finance/6 - The End.html

48 B

10 - Deep Learning in Finance/6 -Chapter_10.zip

3.11 MB

2 - Technical Analysis in Python/1 -Introduction.mp4

14.21 MB

2 - Technical Analysis in Python/1 -Introduction.vtt

2.6 KB

2 - Technical Analysis in Python/2 - requirements of chapter 2.html

41 B

2 - Technical Analysis in Python/2 -Creating a candlestick chart.mp4

25.95 MB

2 - Technical Analysis in Python/2 -Creating a candlestick chart.vtt

2.44 KB

2 - Technical Analysis in Python/2 -requirements_of_chapter_2.zip

505.39 KB

2 - Technical Analysis in Python/3 -Backtesting a strategy based on simple moving average.mp4

163.54 MB

2 - Technical Analysis in Python/3 -Backtesting a strategy based on simple moving average.vtt

10.05 KB

2 - Technical Analysis in Python/4 -Calculating Bollinger Bands and testing a buysell strategy.mp4

153.69 MB

2 - Technical Analysis in Python/4 -Calculating Bollinger Bands and testing a buysell strategy.vtt

5.57 KB

2 - Technical Analysis in Python/5 -Calculating the relative strength index and testing a longshort strategy.mp4

73.56 MB

2 - Technical Analysis in Python/5 -Calculating the relative strength index and testing a longshort strategy.vtt

5.18 KB

2 - Technical Analysis in Python/6 -Building an interactive dashboard for TA.mp4

151.4 MB

2 - Technical Analysis in Python/6 -Building an interactive dashboard for TA.vtt

5.2 KB

2 - Technical Analysis in Python/7 - Codes of Chapter 2.html

38 B

2 - Technical Analysis in Python/7 -Chapter_2.zip

8.42 MB

3 - Time Series Modeling/1 -Introduction.mp4

6.18 MB

3 - Time Series Modeling/1 -Introduction.vtt

1.24 KB

3 - Time Series Modeling/2 - requirements of chapter 3.html

41 B

3 - Time Series Modeling/2 -Decomposing time series.mp4

56.03 MB

3 - Time Series Modeling/2 -Decomposing time series.vtt

5.13 KB

3 - Time Series Modeling/2 -requirements_of_chapter_3.zip

3.61 KB

3 - Time Series Modeling/3 -Testing for stationarity in time series.mp4

91.7 MB

3 - Time Series Modeling/3 -Testing for stationarity in time series.vtt

4.15 KB

3 - Time Series Modeling/4 -Correcting for stationarity in time series.mp4

99.97 MB

3 - Time Series Modeling/4 -Correcting for stationarity in time series.vtt

5.41 KB

3 - Time Series Modeling/5 -Modeling time series with exponential smoothing methods.mp4

107.38 MB

3 - Time Series Modeling/5 -Modeling time series with exponential smoothing methods.vtt

8.15 KB

3 - Time Series Modeling/6 -Modeling time series with ARIMA class models.mp4

174.25 MB

3 - Time Series Modeling/6 -Modeling time series with ARIMA class models.vtt

11.81 KB

3 - Time Series Modeling/7 -Forecasting using ARIMA class models.mp4

54.51 MB

3 - Time Series Modeling/7 -Forecasting using ARIMA class models.vtt

3.1 KB

3 - Time Series Modeling/8 - Codes of Chapter 3.html

38 B

3 - Time Series Modeling/8 -Chapter_3.zip

8.28 MB

4 - Multi-Factor Models/1 -Introduction.mp4

6.59 MB

4 - Multi-Factor Models/1 -Introduction.vtt

1.49 KB

4 - Multi-Factor Models/2 - requirements of chapter 4.html

41 B

4 - Multi-Factor Models/2 -Implementing the CAPM in Python.mp4

55.72 MB

4 - Multi-Factor Models/2 -Implementing the CAPM in Python.vtt

4.36 KB

4 - Multi-Factor Models/2 -requirements_of_chapter_4.zip

52.56 KB

4 - Multi-Factor Models/3 -Implementing the Fama-French three-factor model in Python.mp4

83.86 MB

4 - Multi-Factor Models/3 -Implementing the Fama-French three-factor model in Python.vtt

5.29 KB

4 - Multi-Factor Models/4 -Implementing the rolling three-factor model on a portfolio of assets.mp4

94.43 MB

4 - Multi-Factor Models/4 -Implementing the rolling three-factor model on a portfolio of assets.vtt

4.35 KB

4 - Multi-Factor Models/5 -Implementing the four- and five-factor models in Python.mp4

106.61 MB

4 - Multi-Factor Models/5 -Implementing the four- and five-factor models in Python.vtt

5.65 KB

4 - Multi-Factor Models/6 - Codes of Chapter 4.html

38 B

4 - Multi-Factor Models/6 -Chapter_4.zip

1.6 MB

5 - Modeling Volatility with GARCH Class Models/1 -Introduction.mp4

26.2 MB

5 - Modeling Volatility with GARCH Class Models/1 -Introduction.vtt

3.55 KB

5 - Modeling Volatility with GARCH Class Models/2 - requirements of chapter 5.html

41 B

5 - Modeling Volatility with GARCH Class Models/2 -Explaining stock returns' volatility with ARCH models.mp4

68.53 MB

5 - Modeling Volatility with GARCH Class Models/2 -Explaining stock returns' volatility with ARCH models.vtt

4.6 KB

5 - Modeling Volatility with GARCH Class Models/2 -requirements_of_chapter_5.zip

57.57 KB

5 - Modeling Volatility with GARCH Class Models/3 -Explaining stock returns' volatility with GARCH models.mp4

30.25 MB

5 - Modeling Volatility with GARCH Class Models/3 -Explaining stock returns' volatility with GARCH models.vtt

3.88 KB

5 - Modeling Volatility with GARCH Class Models/4 -Implementing a CCC-GARCH model for multivariate volatility forecasting.mp4

95.74 MB

5 - Modeling Volatility with GARCH Class Models/4 -Implementing a CCC-GARCH model for multivariate volatility forecasting.vtt

4.37 KB

5 - Modeling Volatility with GARCH Class Models/5 -Forecasting a conditional covariance matrix using DCC-GARCH.mp4

72.06 MB

5 - Modeling Volatility with GARCH Class Models/5 -Forecasting a conditional covariance matrix using DCC-GARCH.vtt

6.55 KB

5 - Modeling Volatility with GARCH Class Models/6 - Codes of Chapter 5.html

38 B

5 - Modeling Volatility with GARCH Class Models/6 -Chapter_5.zip

2.72 MB

6 - Monte Carlo Simulations in Finance/1 -Introduction.mp4

26.34 MB

6 - Monte Carlo Simulations in Finance/1 -Introduction.vtt

2.98 KB

6 - Monte Carlo Simulations in Finance/2 - requirements of chapter 6.html

41 B

6 - Monte Carlo Simulations in Finance/2 -requirements_of_chapter_6.zip

4.87 KB

6 - Monte Carlo Simulations in Finance/2 -Simulating stock price dynamics using Geometric Brownian Motion.mp4

197.12 MB

6 - Monte Carlo Simulations in Finance/2 -Simulating stock price dynamics using Geometric Brownian Motion.vtt

9.5 KB

6 - Monte Carlo Simulations in Finance/3 -Pricing European options using simulations.mp4

65.89 MB

6 - Monte Carlo Simulations in Finance/3 -Pricing European options using simulations.vtt

4.78 KB

6 - Monte Carlo Simulations in Finance/4 -Pricing American options with Least Squares Monte Carlo.mp4

90.39 MB

6 - Monte Carlo Simulations in Finance/4 -Pricing American options with Least Squares Monte Carlo.vtt

7.7 KB

6 - Monte Carlo Simulations in Finance/5 -Pricing American options using Quantlib.mp4

79.76 MB

6 - Monte Carlo Simulations in Finance/5 -Pricing American options using Quantlib.vtt

5.81 KB

6 - Monte Carlo Simulations in Finance/6 -Estimating value-at-risk using Monte Carlo.mp4

81.69 MB

6 - Monte Carlo Simulations in Finance/6 -Estimating value-at-risk using Monte Carlo.vtt

6.49 KB

6 - Monte Carlo Simulations in Finance/7 - Codes of Chapter 6.html

38 B

6 - Monte Carlo Simulations in Finance/7 -Chapter_6.zip

4.84 MB

7 - Asset Allocation in Python/1 -Introduction.mp4

41.01 MB

7 - Asset Allocation in Python/1 -Introduction.vtt

4.13 KB

7 - Asset Allocation in Python/2 -Evaluating the performance of a basic 1n portfolio.mp4

65.64 MB

7 - Asset Allocation in Python/2 -Evaluating the performance of a basic 1n portfolio.vtt

5.12 KB

7 - Asset Allocation in Python/3 -Finding the Efficient Frontier using Monte Carlo simulations.mp4

100.16 MB

7 - Asset Allocation in Python/3 -Finding the Efficient Frontier using Monte Carlo simulations.vtt

6.59 KB

7 - Asset Allocation in Python/4 -Finding the Efficient Frontier using optimization with scipy.mp4

106.43 MB

7 - Asset Allocation in Python/4 -Finding the Efficient Frontier using optimization with scipy.vtt

8.9 KB

7 - Asset Allocation in Python/5 - Codes of Chapter 7.html

38 B

7 - Asset Allocation in Python/5 -Chapter_7.zip

11.72 MB

8 - Identifying Credit Default with Machine Learning/1 -Introduction.mp4

34.34 MB

8 - Identifying Credit Default with Machine Learning/1 -Introduction.vtt

3.66 KB

8 - Identifying Credit Default with Machine Learning/10 - Codes of Chapter 8.html

38 B

8 - Identifying Credit Default with Machine Learning/10 -Chapter_8.zip

11.16 MB

8 - Identifying Credit Default with Machine Learning/2 - requirements of chapter 8.html

41 B

8 - Identifying Credit Default with Machine Learning/2 -Loading data and managing data types.mp4

79.49 MB

8 - Identifying Credit Default with Machine Learning/2 -Loading data and managing data types.vtt

7.56 KB

8 - Identifying Credit Default with Machine Learning/2 -requirements_of_chapter_8.zip

4.8 MB

8 - Identifying Credit Default with Machine Learning/3 -Exploratory data analysis.mp4

161.53 MB

8 - Identifying Credit Default with Machine Learning/3 -Exploratory data analysis.vtt

12.08 KB

8 - Identifying Credit Default with Machine Learning/4 -Splitting data into training and test sets.mp4

34.94 MB

8 - Identifying Credit Default with Machine Learning/4 -Splitting data into training and test sets.vtt

4.58 KB

8 - Identifying Credit Default with Machine Learning/5 -Dealing with missing values.mp4

109.64 MB

8 - Identifying Credit Default with Machine Learning/5 -Dealing with missing values.vtt

6.43 KB

8 - Identifying Credit Default with Machine Learning/6 -Encoding categorical variables.mp4

67.19 MB

8 - Identifying Credit Default with Machine Learning/6 -Encoding categorical variables.vtt

7.86 KB

8 - Identifying Credit Default with Machine Learning/7 -Fitting a decision tree classifier.mp4

110.44 MB

8 - Identifying Credit Default with Machine Learning/7 -Fitting a decision tree classifier.vtt

10.02 KB

8 - Identifying Credit Default with Machine Learning/8 -Implementing scikit-learn's pipelines.mp4

82.84 MB

8 - Identifying Credit Default with Machine Learning/8 -Implementing scikit-learn's pipelines.vtt

6 KB

8 - Identifying Credit Default with Machine Learning/9 -Tuning hyperparameters using grid search and cross-validation.mp4

121.51 MB

8 - Identifying Credit Default with Machine Learning/9 -Tuning hyperparameters using grid search and cross-validation.vtt

11.78 KB

9 - Advanced Machine Learning Models in Finance/1 -Introduction.mp4

36.36 MB

9 - Advanced Machine Learning Models in Finance/1 -Introduction.vtt

3.08 KB

9 - Advanced Machine Learning Models in Finance/2 - requirements of chapter 9.html

41 B

9 - Advanced Machine Learning Models in Finance/2 -Investigating advanced classifiers.mp4

116.9 MB

9 - Advanced Machine Learning Models in Finance/2 -Investigating advanced classifiers.vtt

4.42 KB

9 - Advanced Machine Learning Models in Finance/2 -requirements_of_chapter_9.zip

4.94 MB

9 - Advanced Machine Learning Models in Finance/3 -Theres more about use advanced classifiers to achieve better results.mp4

225.46 MB

9 - Advanced Machine Learning Models in Finance/3 -Theres more about use advanced classifiers to achieve better results.vtt

811 B

9 - Advanced Machine Learning Models in Finance/4 -Using stacking for improved performance.mp4

80.4 MB

9 - Advanced Machine Learning Models in Finance/4 -Using stacking for improved performance.vtt

5.21 KB

9 - Advanced Machine Learning Models in Finance/5 -Investigating the feature importance.mp4

197.44 MB

9 - Advanced Machine Learning Models in Finance/5 -Investigating the feature importance.vtt

9.95 KB

9 - Advanced Machine Learning Models in Finance/6 -Investigating different approaches to handling imbalanced data.mp4

106.5 MB

9 - Advanced Machine Learning Models in Finance/6 -Investigating different approaches to handling imbalanced data.vtt

8.07 KB

9 - Advanced Machine Learning Models in Finance/7 -Bayesian hyperparameter optimization.mp4

263.68 MB

9 - Advanced Machine Learning Models in Finance/7 -Bayesian hyperparameter optimization.vtt

15.09 KB

9 - Advanced Machine Learning Models in Finance/8 - Codes of Chapter 9.html

38 B

9 - Advanced Machine Learning Models in Finance/8 -Chapter_9.zip

12.86 MB

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