Packt Machine Learning for Finance-XQZT | Apps-Tutorials | MP4 | 5.08 GiB
1 846 kb/s 1920×1080 | AAC 317 kb/s 2 CH eng
Another exquisit release Packt.Machine.Learning.for.Finance-XQZT Title: Machine Learning for Finance Publisher: Packt Size: 5.1G (5454259332 B) Files: 22F Date: 04/23/2020 Course #: 9781789535143 Type: N/A Published: 30 Apr 2020 Modified: N/A URL: www.packtpub.com/data/machine-learning-for-finance-video Author: N/A Duration: 4 hours 27 minutes Skill: N/A Exer/Code: [X] Installation: Unpack that shit, run that shit Description: Machine Learning for Finance is a perfect course for financial professionals entering the fintech domain. It shows how to solve some of the most common and pressing issues facing institutions in the financial industry, from retail banks to hedge funds. This video course focuses on Machine Learning and covers a range of analysis tools, such as NumPy, Matplotlib, and Pandas. It is packed full of hands-on code simulating many of the problems and providing working solutions. This course aims to build your confidence and the experience to go ahead and tackle real-life problems in financial analysis. The industry is adopting automatic, data-driven algorithms at a rapid pace, and Machine Learning for Finance gives you the skills you need to be at the forefront. By the end of this course, you will be equipped with all the tools from the world of Finance, machine learning and deep learning essential for tackling all these pressing issues in the area of Fintech. The code files to this videos is also available on This GitHub repo:
5.1G Machine Learning for Finance [Video] 1021M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering 81M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/01.The Course Overview.mp4 57M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/02.Visualization, EDA, and Feature Engineering of Financial Data.mp4 62M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/03.Features of the Stock Data.mp4 339M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/04.Univariate and Bivariate Analysis of Data.mp4 164M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/05.Deriving Moving Average and RSI Based Features.mp4 68M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/06.Data cleaning and Outlier Detection.mp4 158M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/07.Creating the Features and Independent Variable.mp4 96M Machine Learning for Finance [Video]/1.Financial Data Understanding, EDA, and Feature Engineering/08.Prepare Data for Modeling.mp4 827M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model 49M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/09.Linear Regression Intuition.mp4 36M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/10.Understanding of FOREX Markets Data.mp4 207M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/11.Pre-Process FOREX Currency Data for Model Input.mp4 189M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/12.Building the Linear Regression Model.mp4 39M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/13.R-Squared and Adjusted R-Squared as a Performance Metric.mp4 89M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/14.The Testing Significance of Features by Using p-value and VIF.mp4 221M Machine Learning for Finance [Video]/2.Predicting the FOREX Currencies by Building a Linear Model/15.Hyperparameter Tuning and Final Model Selection.mp4 479M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction 43M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/16.Decision Trees Intuition.mp4 71M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/17.Entropy and Information Gain Criterion for Tree Construction.mp4 71M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/18.Building a Decision Tree-Based Model for Predicting Stock Prices.mp4 103M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/19.Train Using Different Max Depth.mp4 37M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/20.Random Forest Intuition.mp4 87M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/21.Build a Random Forest Regressor for Predicting Stock Prices.mp4 70M Machine Learning for Finance [Video]/3.Tree-Based Machine Learning Techniques for Stock Prediction/22.Boosting and XGBoost Based Regression Model for Stock Prediction.mp4 668M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition 106M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition/23.What a Neural Network Is.mp4 44M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition/24.Feed Forward in Neural Networks.mp4 78M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition/25.Gradient Descent in Neural Networks.mp4 75M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition/26.Back Propagation in Neural Networks.mp4 43M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition/27.Loss Function in Neural Networks.mp4 326M Machine Learning for Finance [Video]/4.Artificial Neural Networks Basics and Intuition/28.Hyperparameters in Neural Networks.mp4 487M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks 69M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/29.Prepare Data for Ingestion into the Neural Network.mp4 49M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/30.Define the Neural Network Layers and Model.mp4 36M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/31.Visualize Keras Model by using Pydot.mp4 90M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/32.Train the Model Using Basic Parameters.mp4 21M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/33.Analyze the Model Performance Using Loss and Accuracy Curves.mp4 187M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/34.Hyperparameter Tuning of Neural Network.mp4 39M Machine Learning for Finance [Video]/5.Stock Price Prediction by Using Artificial Neural Networks/35.Generating Predictions by Using the Trained Model.mp4 1.1G Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management 146M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/36.MPT and Stock Data Intuition.mp4 136M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/37.Random Portfolio Generation and Portfolio Volatility.mp4 73M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/38.Sharpe Ratio for Optimum Portfolio.mp4 186M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/39.Portfolio Allocation Using Sharpe Ratio and Efficient Frontier.mp4 119M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/40.Maximum Sharpe Ratio with SciPy Optimization.mp4 222M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/41.Plotting and Visualizing Efficient Frontier.mp4 168M Machine Learning for Finance [Video]/6.Modern Portfolio Theory and Techniques for Portfolio Management/42.Final Portfolio Allocation and Visualization.mp4 523M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification 27M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/43.Softmax and Sigmoid Activation in Neural Networks.mp4 51M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/44.Categorical Cross Entropy Loss for Classification.mp4 114M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/45.Feature Engineering and Preprocess Data for Input into the Model.mp4 66M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/46.Creating the Model and the Optimizer.mp4 108M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/47.Training the Model.mp4 85M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/48.Handling Class Imbalance.mp4 75M Machine Learning for Finance [Video]/7.Predicting Fraud in Financial Transactions by Using ANN classification/49.Evaluating the Final Model and Predict Fraud Using the Model.mp4 154M Machine Learning for Finance [Video]/Exercise Files 154M Machine Learning for Finance [Video]/Exercise Files/code_9781789535143.zip 5.1G total
File: 01.The Course Overview.mp4 Size: 84085885 bytes (80.19 MiB), duration: 00:06:04, avg.bitrate: 1848 kb/s Audio: aac, 48000 Hz, stereo (eng) Video: h264, yuv420p, 1920x1080, 60.00 fps(r) (eng)
Download Packt Machine Learning for Finance-XQZT ( Size: 5.08 GiB ) :
http://nitroflare.com/view/B3D2A57C7C1ED1C/bcahaPaMaLefoFiXQ.z01
http://nitroflare.com/view/036578A4BDA2F35/bcahaPaMaLefoFiXQ.z02
http://nitroflare.com/view/123A13591DBD08D/bcahaPaMaLefoFiXQ.z03
http://nitroflare.com/view/7A9244D819CEA6A/bcahaPaMaLefoFiXQ.z04
http://nitroflare.com/view/BE35A27E293A295/bcahaPaMaLefoFiXQ.z05
http://nitroflare.com/view/F704D55A9F0C096/bcahaPaMaLefoFiXQ.zip
http://rapidgator.net/file/00482edf90d11d929402b8b6e0ec11c9/bcahaPaMaLefoFiXQ.z01.html
http://rapidgator.net/file/efa8af27389d6f7d1b89678de399fe1b/bcahaPaMaLefoFiXQ.z02.html
http://rapidgator.net/file/9818330c5758b8d5833d62d0eb812cac/bcahaPaMaLefoFiXQ.z03.html
http://rapidgator.net/file/256b58078ac14096a2a68e638072df82/bcahaPaMaLefoFiXQ.z04.html
http://rapidgator.net/file/8722e0d574b42f8bad3d1fa3a6a02655/bcahaPaMaLefoFiXQ.z05.html
http://rapidgator.net/file/e8ccfef2f957d6e222743d897dd2cb83/bcahaPaMaLefoFiXQ.zip.html