Канал: Niam Yaraghi

Train a Deep Neural Network for Text Analytics: Classifying IMDB Reviews

Train a Deep Neural Network for Text Analytics: Classifying IMDB Reviews

How to Prepare for a PhD Interview?

How to Prepare for a PhD Interview?

The Curse of Dimensionality and How Principle Components Analysis Solves It

The Curse of Dimensionality and How Principle Components Analysis Solves It

Python PCA Tutorial: Image Classification using Principal Component Analysis

Python PCA Tutorial: Image Classification using Principal Component Analysis

Step-by-Step Guide: Creating a Confusion Matrix & Performance Metrics in sklearn

Step-by-Step Guide: Creating a Confusion Matrix & Performance Metrics in sklearn

K-Means Clustering Explained: An Easy Guide to Cluster Analysis

K-Means Clustering Explained: An Easy Guide to Cluster Analysis

Pixel Perfect: Using K-Means Clustering to Segment Images Like a Pro in Python

Pixel Perfect: Using K-Means Clustering to Segment Images Like a Pro in Python

Demystifying Neural Networks: Understanding the Basics for Beginners

Demystifying Neural Networks: Understanding the Basics for Beginners

Download & Install Anaconda for Machine Learning

Download & Install Anaconda for Machine Learning

XGBoost example in Jupyter

XGBoost example in Jupyter

Train Neural Networks to Classify Objects

Train Neural Networks to Classify Objects

Installing Tensorflow and Keras on Anaconda

Installing Tensorflow and Keras on Anaconda

Implement SVM in Python to Detect Fake Banknotes

Implement SVM in Python to Detect Fake Banknotes

How Do Support Vector Machines (SVM) Work?

How Do Support Vector Machines (SVM) Work?

Image Recognition in Python using Logistic Regression

Image Recognition in Python using Logistic Regression

How to Use Logistic Regression to Classify Expensive Houses in California

How to Use Logistic Regression to Classify Expensive Houses in California

How to Evaluate a Regression Algorithm?

How to Evaluate a Regression Algorithm?

How Does Logistic Regression Work?

How Does Logistic Regression Work?

Exporting the results of machine learning algorithms for real-world decision making

Exporting the results of machine learning algorithms for real-world decision making

Train and Evaluate a linear regression (OLS) model in python

Train and Evaluate a linear regression (OLS) model in python

How to evaluate a classification algorithm

How to evaluate a classification algorithm

Exploring and Cleaning California Housing Data in Python

Exploring and Cleaning California Housing Data in Python

Simple Introduction to Artificial Intelligence and Machine Learning

Simple Introduction to Artificial Intelligence and Machine Learning

How Does Linear Regression Work?

How Does Linear Regression Work?

How Does A Gradient Boosted Tree Work ?

How Does A Gradient Boosted Tree Work ?

Train and Evaluate a Gradient Boosted Tree in Python

Train and Evaluate a Gradient Boosted Tree in Python

Training and testing a Random Forest

Training and testing a Random Forest

How Does a Random Forests Algorithm Work?

How Does a Random Forests Algorithm Work?

Interpreting and Visualizing Features Importance In Decision Tree

Interpreting and Visualizing Features Importance In Decision Tree

Visualize the Decision Tree using graphviz

Visualize the Decision Tree using graphviz

Training and testing a decision tree in Python

Training and testing a decision tree in Python

How Does a Decision Tree Work?

How Does a Decision Tree Work?

Choosing the right value of K in KNN algorithm

Choosing the right value of K in KNN algorithm

Classifying Iris types using KNN machine learning algorithm Part 5: fit and evaluate the algorithm

Classifying Iris types using KNN machine learning algorithm Part 5: fit and evaluate the algorithm

Classifying Iris types using KNN machine learning algorithm Part 4: Splitting data

Classifying Iris types using KNN machine learning algorithm Part 4: Splitting data

Classifying Iris types using KNN machine learning algorithm Part 3: Inspecting and Visualizing Data

Classifying Iris types using KNN machine learning algorithm Part 3: Inspecting and Visualizing Data

Classifying Iris types using KNN machine learning algorithm Part 2: Importing Data into Python

Classifying Iris types using KNN machine learning algorithm Part 2: Importing Data into Python

Classifying Iris types using KNN machine learning algorithm Part 1: Introduction and Data Download

Classifying Iris types using KNN machine learning algorithm Part 1: Introduction and Data Download

How does K-Nearest Neighbors (KNN) algorithm work?

How does K-Nearest Neighbors (KNN) algorithm work?

Installing Anaconda & Jupyter interface

Installing Anaconda & Jupyter interface

IF THEN arguments in Python

IF THEN arguments in Python

First Python program in PyCharm

First Python program in PyCharm

Installing Scikit-learn, Numpy, Pnadas, and Matplotlib

Installing Scikit-learn, Numpy, Pnadas, and Matplotlib

Download and install Python and PyCharm

Download and install Python and PyCharm