Machine Learning Tutorials, Courses and Certifications

K-Fold Cross Validation is a method used in machine learning to assess the performance of …

PCA – ITRONIX SOLUTIONS Principle Component Analysis (PCA) with Scikit-Learn PCA Steps Standardize the data. …

LDA 1. What is Dimensionality Reduction?¶In Machine Learning and Statistic, Dimensionality Reduction the process of …

PCA – introduction What is PCA (Principal Component Analysis)?¶Principal Component Analysis (PCA) is an unsupervised …

LDA – introduction What is LDA (Linear Discriminant Analysis)?¶Linear Discriminant Analysis (LDA) is a classification …

1 – Grid Search using K-Fold What is Grid Search?¶ Think of a Recipe: Imagine …

4 Stemming A stemming algorithm reduces the words “chocolates”, “chocolatey”, “choco” to the root word, …

Accuracy Score Accuracy Score is a metric used to evaluate the performance of a classification …

List of NLP – Projects Here’s a curated list of NLP (Natural Language Processing) projects …

mail data – NLP In [1]: import pandas as pd import numpy as np In [2]: data …

NLTK In [1]: import webbrowser webbrowser.open('https://www.youtube.com/watch?v=3Dg006VuOMk&list=RD3Dg006VuOMk&start_radio=1') Out[1]: True In [2]: !pip3 install nltk Collecting nltk Using cached …

Natural Language Processing Natural Language Processing (NLP) is a field of artificial intelligence that focuses …

CNN intro CNN¶ A Convolutional Neural Network (CNN) is a type of Artificial Neural Network …

CNN -Steps CNN Code Explanation¶Part 1: Building the CNN¶importing the keras Libraries and package¶from keras.models …

Convolution Neural Network – Itronix Solutions Download Dataset¶ https://www.kaggle.com/c/dogs-vs-cats/data Part 1: Train CNN Model¶ Step …