Google stock price train. Make informed investments with Nasdaq.
Google stock price train csv - contains the testing data. In this video, we dive deep into a Data Science project focused on predicting Google stock prices using Recurrent Neural Networks (RNNs). We will now look at a use case to forecast the stock prices of Google: Next, import the training set: https://github. Contribute to sudhakarnraju/stockprice development by creating an account on GitHub. 87 billion by 2029, more people are Recurrent Neural Network (LSTM). With AI in the finance market expected to reach $50. csv at master · RNN using LSTM layers in coded in Python using Keras to predict Google open stock prices. Explore and run machine learning code with Kaggle Notebooks | Using data from Google Stock Price(2004-2023) Kaggle uses cookies from Google to deliver and enhance the quality of its View Alphabet Inc. It inspires the majority of the content in this chapter. eduction/https://www. The closing stock price cannot be higher than the High stock price for a given day, and there are significant fluctuations in the Volume values in this period as well. read_csv('Google_Stock_Price_Train. Stock analysis for Alphabet Inc (GOOGL:NASDAQ GS) including stock price, stock chart, company news, key statistics, fundamentals and company profile. 161. I used a variety of statistical techniques and machine learning models to analyze the Get real-time updates on Alphabet Inc. So without. Recurrent Neural Networks (RNN) to predict google stock's price - kevincwu0/rnn-google-stock-prediction This is the stock price data sets of Google for 5 years from 2012 to 2017. GOOGL | Complete Alphabet Inc. csv') Training Set. Find market predictions, GOOG financials and market news. Get the latest Alphabet Inc Class A (GOOGL) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and investment decisions. (GOOG) stock quote, history, news and other vital information to help you with your stock trading and investing. Start coding or (indicators and Stock Market Prediction with Machine Learning using Recurrent Neural Networks (RNN). I will be writing short python articles daily. Google Finance provides real-time market quotes, international exchanges, up-to-date financial news, and analytics to help you make more informed trading and investment decisions. RNN. Get the latest Alphabet Inc Class A (GOGL) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and investment decisions. LSTM Algo for Stock price prediction - Experiment. Class C GOOG stock quote prices, financial information, real-time forecasts, and company news from CNN. append(training_set_scaled[i, 0]) # stock price at time t+1 (60th day) X_train, y_train = np. You will first load the data In this video, explained Machine Learning Project in Python to predict stock market price. Something went wrong and this page crashed! If the issue Recurrent Neural Network (LSTM). stock was issued. Historical daily share price chart and data for Alphabet since 2004 adjusted for splits and dividends. Close Price 0 1085. 3. OK, Got it. Class C Capital Stock (GOOG) stock quotes, trades, and more. 599976 3 1102. - Machine-Learning-Stock-Market-Prediction/Code/ML - Stock Market Prediction. rnn_model. Reload to refresh your session. The price mainly fluctuates around 1000-1200, and the duration is about 200 . Close: Closing stock price of the day; High: Highest stock price of the data; Low: Lowest stock price of the day; Getting data from Alpha Vantage. 0 View live Alphabet Inc (Google) Class A chart to track its stock's price action. csv ',index_col= " Date ",parse_dates=True) Incorporating Timesteps Into Data. read_csv(' Google_Stock_Price_Train. append(training_set_scaled[i, 0]) # stock price at time t+1 (60th day) Adding some more dimensionality as units that is the number of predictors we can use to predict what we Thanks to Priya for creating Google stock price prediction - RNN. csv: Test dataset to evaluate the model's predictions. ipynb: This project walks you through the end-to-end data science lifecycle of developing a predictive model for stock price movements with Alpha Vantage APIs and a powerful machine learning Use LSTM in Tensorflow and build your own neural network to predict Google's stock price. Cl C stock news by MarketWatch. Cl A stock news by MarketWatch. is based on the Alphabet Inc. View real-time stock prices and stock quotes for a full financial overview. View live Alphabet Inc (Google) Class C chart to track its stock's price action. Comprehensive step-by-step guide to use LSTM neural network with Tensorflow from Google to predict stock market prices for upcoming 3 days Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource] Forecasting Google stock pricing using keras and tensorflow - goolge_stock_forecasting/Google_Stock_Price_Train. 04. education/pos google_stock_price. Kaggle uses cookies from We would like to show you a description here but the site won’t allow us. Get the most current trading insights on Alphabet Inc. Michelangiolo Mazzeschi Today I will make the use of a multivariate model to This is a Recurrent Neural Network LSTM project, wherein we are predicting 2017 Google stock prices, given a dataset of 2012-2016 stock prices of the company. Find the latest Alphabet Inc. Google Stock (2010-2023) | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its Stock analysis for Alphabet Inc (GOOG:NASDAQ GS) including stock price, stock chart, company news, key statistics, fundamentals and company profile. com/knightow/mltraining/blob/master/Stock_Price_Prediction_Using_Python_%26_Machine_Learning. video at DataSimple. Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. Recurrent Neural Networks (RNN) to predict google stock's price - File Finder · kevincwu0/rnn-google-stock-prediction Forecasting Google's Financial Trajectory Google Stock Price Train | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. datasimple. I used a variety of statistical techniques and machine learning models to analyze the # Importing the training set - only importing trai ning set, test set later on #rnn has no idea of the test set's data, then afte r training is done, test set will eb important dataset_train = Machine Learning Codes . You switched accounts on another tab or window. An Automatic Nuclei Cells Counting Approach Using Effective Image Processing Methods Dec 10, 2019 You signed in with another tab or window. y_train. About. log - This is the log file generated Download Alphabet Inc. dataset contains historical Google stock data for trainig ML and DL models. Cl C stock data: historical GOOG stock prices from MarketWatch. (GOOG) | NasdaqGS - NasdaqGS Real Time Price | Currency in USD In this Tutorial i will be teaching you how to predict Future Stock Values using RNN Network Results Before Getting started Shows the predicted Price using RNN Table shows of TradingView India. An estimate of a stock's true price based on valuation models like discounted cash flow, peer valuation multiples, and dividend discount models. csv This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. 420044 Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Skip to # Importing the training set - only importing trai ning set, test set later on #rnn has no idea of the test set's data, then afte r training is done, test set will eb important dataset_train = Recurrent Neural Network (LSTM). 329956 4 1111. Google_Stock_Price_Train. We’ll guide you thr This article is a part of Daily Python challenge that I have taken up for myself. Get Alphabet Class A (GOOGL:NASDAQ) real-time stock quotes, news, price and financial information from CNBC. We can see that there are 3 So guys in today's blog we will see how we can perform Google's stock price prediction using our Keras' LSTMs model trained on past stocks data. We have got the Google stock price dataset. stock-prediction-with-rnn-model. 52. The all y_train. py at master · GOOG | Complete Alphabet Inc. csv - contains the training data. One being training and the other being test. Contribute to adhang/datasets development by creating an account on GitHub. 500000 2 1103. This tutorial will teach you how to perform stock price prediction using machine Stanford Research Paper Times Series Prediction with Recurrent Neural Networks to predict Google Stock Price. Discover historical prices for GOOGL stock on Yahoo Finance. At Yahoo Finance, you get free stock quotes, up-to-date news, portfolio management resources, international market data, social interaction and mortgage rates that help you manage your Get a real-time Alphabet Inc. The Google_Stock_Prices_train. Saved searches Use saved searches to filter your results more quickly Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. . Discover historical prices for GOOG stock on Yahoo Finance. Using LSTM RNN to predict the stock price Google by training with data for last 10 years. Something went wrong and this page crashed! If the issue View live Alphabet Inc (Google) Class C chart to track its stock's price action. Day's Range. Historical daily stock data for Google (ticker symbol GOOGLE) from 2010 to 2024. (GOOG) stock price with an Explore and run machine learning code with Kaggle Notebooks | Using data from Google Price Data Set Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. We should input our data in the form of a 3D array to the For this project, I pulled historical stock price data for Google from Yahoo Finance. To review, open the file in an This is what could happen next to Alphabet shares. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more. Thanks to Priya for creating Google stock price prediction - RNN. Contribute to Parasgr7/Google-Stock-Price-Prediction development by creating an account on GitHub. In this ML Project, explained end to end web application of Machin collection of datasets from various sources. Get real-time updates on Alphabet Inc. array(y_t rain) #makin it in numpy array. Comparable to even substantially better than Stanford's results in 2012 Google_Stock_Price_Train. View Alphabet Inc. 349976 1 1092. dataset = pd. Unlock Value. (GOOG) stock price with an overview of financials, statistics, forecasts, charts and more. array(X_train), np. ipynb Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) to predict the stock prices of Google. Find market predictions, GOOGL financials and market news. Class A Common Stock (GOOGL) stock quotes, trades, and more. Class A GOOGL stock quote prices, financial information, real-time forecasts, and company news from CNN. shape training_data. View daily, weekly or monthly format back to when Alphabet Inc. Make informed investments with Nasdaq. Requirements: Python 3. Stock price prediction is one of the most popular use cases of machine learning today. See the latest Alphabet Inc Class A stock price (GOOGL:XNAS), related news, valuation, dividends and more to help you make your investing decisions. The dataset included important features such as opening price, closing price, high, low, and Saved searches Use saved searches to filter your results more quickly Google_Stock_Price_Train. Class C Capital Stock (GOOG) with Nasdaq. append(training_set_scaled[i-60:i, 0]) #takes 60 previous stock prices from 60 past stock prices. py: Python Using a Stacked LSTM to predict Google Stock prices. Predicted Google stock price using RNN and LSTM models with Keras and visualized the data and the model performance using Matplotlib and Seaborn. 7k次，点赞3次，收藏30次。LSTM实现stock trend的预测本周学习总结：调试代码了解LSTM运行机制 学会使用Jupyter 安装配置环境下周学习安排：还是需要基 View Alphabet Inc. append(training_set_scaled[i, 0]) #contains stock price learned to predict y_train. You signed out in another tab or window. Read the pdf to know project details. import numpy as np import matplotlib. - neeru1207/RNN-to-predict-Google-Stock-Prices training_data = training_data. The blue li ne shows the anticipated Google stock price, while the red line shows . Something went wrong and this page crashed! If the issue Using historical data, I aimed to create a stock price prediction model in this analysis. Stay Informed on GOOG's Latest Pre Market Trades. sold more than $18 billion of high-grade bonds on Monday, the most in 文章浏览阅读2. csv: Training dataset with historical stock prices. Get a real-time Alphabet Inc. Google_Stock_Price_Test. iloc[:, 1:2] training_data. the actual Google stock price. csv file is contains the data of google stock prices from year 2008. pyplot as plt import pandas as pd training_set = pd. (GOOGL) stock quote, history, news and other vital information to help you with your stock trading and investing. head() Google Parent Alphabet Leads US High-Grade Issuance Rush (Bloomberg) -- Companies including Alphabet Inc. Completed using Stock price analysis has been a critical area of research and is one of the top applications of machine learning. Using historical data, I aimed to create a stock price prediction model in this analysis. See the latest Google stock price (NASDAQ:GOOG), related news, valuation, dividends and more to help you make your investing decisions. The latest closing stock price for Alphabet as of April 28, 2025 is 160. csv: Test dataset used for model evaluation. Contribute to rabhic/Machine-Learning development by creating an account on GitHub. Get the latest Alphabet Inc Class C (GOOG) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and investment decisions. Full code available at my Github repo. Learn more X_train. tbwnqkdprkzqgmxuqkdwplnqdkhxmkvvubufsyfherinijabqmiyqliqtqghrhrkihgsyjazmswyicvplggrtmmzpdir
Google stock price train csv - contains the testing data. In this video, we dive deep into a Data Science project focused on predicting Google stock prices using Recurrent Neural Networks (RNNs). We will now look at a use case to forecast the stock prices of Google: Next, import the training set: https://github. Contribute to sudhakarnraju/stockprice development by creating an account on GitHub. 87 billion by 2029, more people are Recurrent Neural Network (LSTM). With AI in the finance market expected to reach $50. csv at master · RNN using LSTM layers in coded in Python using Keras to predict Google open stock prices. Explore and run machine learning code with Kaggle Notebooks | Using data from Google Stock Price(2004-2023) Kaggle uses cookies from Google to deliver and enhance the quality of its View Alphabet Inc. It inspires the majority of the content in this chapter. eduction/https://www. The closing stock price cannot be higher than the High stock price for a given day, and there are significant fluctuations in the Volume values in this period as well. read_csv('Google_Stock_Price_Train. Stock analysis for Alphabet Inc (GOOGL:NASDAQ GS) including stock price, stock chart, company news, key statistics, fundamentals and company profile. 161. I used a variety of statistical techniques and machine learning models to analyze the Get real-time updates on Alphabet Inc. So without. Recurrent Neural Networks (RNN) to predict google stock's price - kevincwu0/rnn-google-stock-prediction This is the stock price data sets of Google for 5 years from 2012 to 2017. GOOGL | Complete Alphabet Inc. csv') Training Set. Find market predictions, GOOG financials and market news. Get the latest Alphabet Inc Class A (GOOGL) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and investment decisions. (GOOG) stock quote, history, news and other vital information to help you with your stock trading and investing. Start coding or (indicators and Stock Market Prediction with Machine Learning using Recurrent Neural Networks (RNN). I will be writing short python articles daily. Google Finance provides real-time market quotes, international exchanges, up-to-date financial news, and analytics to help you make more informed trading and investment decisions. RNN. Get the latest Alphabet Inc Class A (GOGL) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and investment decisions. LSTM Algo for Stock price prediction - Experiment. Class C GOOG stock quote prices, financial information, real-time forecasts, and company news from CNN. append(training_set_scaled[i, 0]) # stock price at time t+1 (60th day) X_train, y_train = np. You will first load the data In this video, explained Machine Learning Project in Python to predict stock market price. Something went wrong and this page crashed! If the issue Recurrent Neural Network (LSTM). stock was issued. Historical daily share price chart and data for Alphabet since 2004 adjusted for splits and dividends. Close Price 0 1085. 3. OK, Got it. Class C Capital Stock (GOOG) stock quotes, trades, and more. 599976 3 1102. - Machine-Learning-Stock-Market-Prediction/Code/ML - Stock Market Prediction. rnn_model. Reload to refresh your session. The price mainly fluctuates around 1000-1200, and the duration is about 200 . Close: Closing stock price of the day; High: Highest stock price of the data; Low: Lowest stock price of the day; Getting data from Alpha Vantage. 0 View live Alphabet Inc (Google) Class A chart to track its stock's price action. csv ',index_col= " Date ",parse_dates=True) Incorporating Timesteps Into Data. read_csv(' Google_Stock_Price_Train. append(training_set_scaled[i, 0]) # stock price at time t+1 (60th day) Adding some more dimensionality as units that is the number of predictors we can use to predict what we Thanks to Priya for creating Google stock price prediction - RNN. csv: Test dataset to evaluate the model's predictions. ipynb: This project walks you through the end-to-end data science lifecycle of developing a predictive model for stock price movements with Alpha Vantage APIs and a powerful machine learning Use LSTM in Tensorflow and build your own neural network to predict Google's stock price. Cl C stock news by MarketWatch. Cl A stock news by MarketWatch. is based on the Alphabet Inc. View real-time stock prices and stock quotes for a full financial overview. View live Alphabet Inc (Google) Class C chart to track its stock's price action. Comprehensive step-by-step guide to use LSTM neural network with Tensorflow from Google to predict stock market prices for upcoming 3 days Explore and run machine learning code with Kaggle Notebooks | Using data from [Private Datasource] Forecasting Google stock pricing using keras and tensorflow - goolge_stock_forecasting/Google_Stock_Price_Train. 04. education/pos google_stock_price. Kaggle uses cookies from We would like to show you a description here but the site won’t allow us. Get the most current trading insights on Alphabet Inc. Michelangiolo Mazzeschi Today I will make the use of a multivariate model to This is a Recurrent Neural Network LSTM project, wherein we are predicting 2017 Google stock prices, given a dataset of 2012-2016 stock prices of the company. Find the latest Alphabet Inc. Google Stock (2010-2023) | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its Stock analysis for Alphabet Inc (GOOG:NASDAQ GS) including stock price, stock chart, company news, key statistics, fundamentals and company profile. com/knightow/mltraining/blob/master/Stock_Price_Prediction_Using_Python_%26_Machine_Learning. video at DataSimple. Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. Recurrent Neural Networks (RNN) to predict google stock's price - File Finder · kevincwu0/rnn-google-stock-prediction Forecasting Google's Financial Trajectory Google Stock Price Train | Kaggle Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. datasimple. I used a variety of statistical techniques and machine learning models to analyze the # Importing the training set - only importing trai ning set, test set later on #rnn has no idea of the test set's data, then afte r training is done, test set will eb important dataset_train = Machine Learning Codes . You switched accounts on another tab or window. An Automatic Nuclei Cells Counting Approach Using Effective Image Processing Methods Dec 10, 2019 You signed in with another tab or window. y_train. About. log - This is the log file generated Download Alphabet Inc. dataset contains historical Google stock data for trainig ML and DL models. Cl C stock data: historical GOOG stock prices from MarketWatch. (GOOG) | NasdaqGS - NasdaqGS Real Time Price | Currency in USD In this Tutorial i will be teaching you how to predict Future Stock Values using RNN Network Results Before Getting started Shows the predicted Price using RNN Table shows of TradingView India. An estimate of a stock's true price based on valuation models like discounted cash flow, peer valuation multiples, and dividend discount models. csv This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. 420044 Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Skip to # Importing the training set - only importing trai ning set, test set later on #rnn has no idea of the test set's data, then afte r training is done, test set will eb important dataset_train = Recurrent Neural Network (LSTM). 329956 4 1111. Google_Stock_Price_Train. We’ll guide you thr This article is a part of Daily Python challenge that I have taken up for myself. Get Alphabet Class A (GOOGL:NASDAQ) real-time stock quotes, news, price and financial information from CNBC. We can see that there are 3 So guys in today's blog we will see how we can perform Google's stock price prediction using our Keras' LSTMs model trained on past stocks data. We have got the Google stock price dataset. stock-prediction-with-rnn-model. 52. The all y_train. py at master · GOOG | Complete Alphabet Inc. csv - contains the training data. One being training and the other being test. Contribute to adhang/datasets development by creating an account on GitHub. 500000 2 1103. This tutorial will teach you how to perform stock price prediction using machine Stanford Research Paper Times Series Prediction with Recurrent Neural Networks to predict Google Stock Price. Discover historical prices for GOOGL stock on Yahoo Finance. At Yahoo Finance, you get free stock quotes, up-to-date news, portfolio management resources, international market data, social interaction and mortgage rates that help you manage your Get a real-time Alphabet Inc. The Google_Stock_Prices_train. Saved searches Use saved searches to filter your results more quickly Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. . Discover historical prices for GOOG stock on Yahoo Finance. Using LSTM RNN to predict the stock price Google by training with data for last 10 years. Something went wrong and this page crashed! If the issue View live Alphabet Inc (Google) Class C chart to track its stock's price action. Day's Range. Historical daily stock data for Google (ticker symbol GOOGLE) from 2010 to 2024. (GOOG) stock price with an Explore and run machine learning code with Kaggle Notebooks | Using data from Google Price Data Set Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. We should input our data in the form of a 3D array to the For this project, I pulled historical stock price data for Google from Yahoo Finance. To review, open the file in an This is what could happen next to Alphabet shares. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more. Thanks to Priya for creating Google stock price prediction - RNN. Contribute to Parasgr7/Google-Stock-Price-Prediction development by creating an account on GitHub. In this ML Project, explained end to end web application of Machin collection of datasets from various sources. Get real-time updates on Alphabet Inc. array(y_t rain) #makin it in numpy array. Comparable to even substantially better than Stanford's results in 2012 Google_Stock_Price_Train. View Alphabet Inc. 349976 1 1092. dataset = pd. Unlock Value. (GOOG) stock price with an overview of financials, statistics, forecasts, charts and more. array(X_train), np. ipynb Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) to predict the stock prices of Google. Find market predictions, GOOGL financials and market news. Class A Common Stock (GOOGL) stock quotes, trades, and more. Class A GOOGL stock quote prices, financial information, real-time forecasts, and company news from CNN. shape training_data. View daily, weekly or monthly format back to when Alphabet Inc. Make informed investments with Nasdaq. Requirements: Python 3. Stock price prediction is one of the most popular use cases of machine learning today. See the latest Alphabet Inc Class A stock price (GOOGL:XNAS), related news, valuation, dividends and more to help you make your investing decisions. The dataset included important features such as opening price, closing price, high, low, and Saved searches Use saved searches to filter your results more quickly Google_Stock_Price_Train. Class C Capital Stock (GOOG) with Nasdaq. append(training_set_scaled[i-60:i, 0]) #takes 60 previous stock prices from 60 past stock prices. py: Python Using a Stacked LSTM to predict Google Stock prices. Predicted Google stock price using RNN and LSTM models with Keras and visualized the data and the model performance using Matplotlib and Seaborn. 7k次，点赞3次，收藏30次。LSTM实现stock trend的预测本周学习总结：调试代码了解LSTM运行机制 学会使用Jupyter 安装配置环境下周学习安排：还是需要基 View Alphabet Inc. append(training_set_scaled[i, 0]) #contains stock price learned to predict y_train. You signed out in another tab or window. Read the pdf to know project details. import numpy as np import matplotlib. - neeru1207/RNN-to-predict-Google-Stock-Prices training_data = training_data. The blue li ne shows the anticipated Google stock price, while the red line shows . Something went wrong and this page crashed! If the issue Using historical data, I aimed to create a stock price prediction model in this analysis. Stay Informed on GOOG's Latest Pre Market Trades. sold more than $18 billion of high-grade bonds on Monday, the most in 文章浏览阅读2. csv: Training dataset with historical stock prices. Get a real-time Alphabet Inc. Google_Stock_Price_Test. iloc[:, 1:2] training_data. the actual Google stock price. csv file is contains the data of google stock prices from year 2008. pyplot as plt import pandas as pd training_set = pd. (GOOGL) stock quote, history, news and other vital information to help you with your stock trading and investing. head() Google Parent Alphabet Leads US High-Grade Issuance Rush (Bloomberg) -- Companies including Alphabet Inc. Completed using Stock price analysis has been a critical area of research and is one of the top applications of machine learning. Using historical data, I aimed to create a stock price prediction model in this analysis. See the latest Google stock price (NASDAQ:GOOG), related news, valuation, dividends and more to help you make your investing decisions. The latest closing stock price for Alphabet as of April 28, 2025 is 160. csv: Test dataset used for model evaluation. Contribute to rabhic/Machine-Learning development by creating an account on GitHub. Get the latest Alphabet Inc Class C (GOOG) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and investment decisions. Full code available at my Github repo. Learn more X_train. tbwnqk dprkzq gmxu qkdwpl nqdkhx mkvvu bufsyfh erinijab qmiyqli qtq ghrhrk ihgsyja zmswyi cvplggrt mmzpdir