python

Python: Creating a GUI based application (calculator) in Python using tkinter (Tutorial)

Shahid Latif4 years ago2 years ago01 mins

In this video we will demonstrate python GUI application development using the tkinter library. We will create a basic calculator with buttons and display. Since the code is larger than usual, we have shared it via google drive: https://drive.google.com/file/d/1FUqpX8SYGNPoeH79QANb4jpPJi91wEPA/view?usp=sharing #pythongui #pythonguitutorial #python #tkinter #tkintertutorial 1. Creating screen/textbox: https://youtu.be/h_3jhD4SQfs?t=90 2. Creating tags to justify text to…

Why you should not trust a stocks prediction model

Shahid Latif4 years ago2 years ago01 mins

In this video we will demonstrate how a model predicting stock exchange data can be all wrong even though it predicts same patterns or scores over 90%. The reason I made this video is because I have seen similar videos online telling people how to predict stocks movements through Machine Learning using only historical data….

How to save, reload and reuse a machine learning model in Python

Shahid Latif4 years ago2 years ago01 mins

In this tutorial we will show you how to: – Read a csv file using pandas – Split training and testing data using sklearn – Create, train and test a neural network model (MLPRegressor) – Save, Load and Re-use a model using joblib – Plot error and predictions on scatter chart using pyplot #machinelearning #python…

How to classify data using K Nearest Neighbors, Neighborhood Components Analysis and Pipline

Shahid Latif4 years ago2 years ago01 mins

In this video we will show you how to: – Extract data from CSV into a python dataframe using Pandas – Use Neighborhood Components Analysis (NCA) – Use K Neighbors Classifier (K Nearest Neighbors) – Use sklearn.pipeline for classification and prediction We will use the famous Iris plants dataset for this exercise. #python #spyder #csv…

Machine Learning, Classification using Nearest Centroid Classifier

Shahid Latif4 years ago2 years ago01 mins

In this tutorial, we will show you how to: – Read a csv file using Pandas library – Create and train a Nearest Centroid Classifier sklearn.neighbors – Use Principal component analysis (PCA) to compress dataframe – Predict #Iris dataset using Nearest Centroid Classifier – Create Visualizations using matplotlib #python #machinelearning #matplotlib #sklearn #scikitlearn #nearestcentroid #nearestcentroidclassifier…

Web Scraping using Pandas, How to import HTML table from Wikipedia

Shahid Latif4 years ago2 years ago01 mins

In this video, we will show you how to: – Import html table into python dataframe using Pandas – Select appropriate columns from datagrame – Draw a pie chart using matplotlib.pyplot #webscraping #html #padas #python #matplotlib #pyplot #piechart

Support Vector Machine for Classification

Shahid Latif4 years ago2 years ago01 mins

In this tutorial, we will show you how to: – Read a csv file using Pandas library – Create and train a Support Vector Machine (SVM) – Use Principal component analysis (PCA) to compress dataframe – Predict #Iris dataset using Support Vector Classification – Create Visualizations using matplotlib #python #machinelearning #matplotlib #sklearn #scikitlearn #supportvectormachine

How to create terrain, add trees & water, rotate camera, & create day night

Shahid Latif4 years ago2 years ago01 mins

Today we will show you you how to create terrain, add trees and water, rotate camera, and create day night cycle. We will create an island with some texture and trees. Then we will add basic water. Then we will create day nigh affect and rotate camera around the island. #terrain #unity #unity3d #unitygameengine #unity3dgames…

How to work with arrays in python using numpy

Shahid Latif4 years ago2 years ago01 mins

In this video tutorial we will show you how to: – create arrays using numpy – combine arrays using numpy concatenate – split arrays using numpy slpit – get data types using dtype – get dimensions using ndim – get shapes of arrays – change shapes of arrays using reshape – loop through the array…

How to work with SQL server database and queries in Python using pyodbc

Shahid Latif4 years ago2 years ago01 mins

In this video tutorial we will show you how to: – Connect Python with SQL Server – Create tables using pyodbc – Using SQL commands in python – Displaying SQL table data in charts using matplotlib.pyplot #python #sql #pyodbc #pyplot #matplotlib #pyodbc.connect #cursor #cursor.execute #cursor.close #cursor.commit

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Python: Creating a GUI based application (calculator) in Python using tkinter (Tutorial)

Why you should not trust a stocks prediction model

How to save, reload and reuse a machine learning model in Python

How to classify data using K Nearest Neighbors, Neighborhood Components Analysis and Pipline

Machine Learning, Classification using Nearest Centroid Classifier

Web Scraping using Pandas, How to import HTML table from Wikipedia

Support Vector Machine for Classification

How to create terrain, add trees & water, rotate camera, & create day night

How to work with arrays in python using numpy

How to work with SQL server database and queries in Python using pyodbc