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تعلم الآلة باستخدام JavaScript | من تقديم Learn Code School
Improving the Models : Machine learning

Improving the Models : Machine learning

تعلم الآلة باستخدام JavaScript | من تقديم Learn Code School

الدرس السابق الدرس التالي

محتوى الكورس

جميع الدروس
26 درس
06:32 Javascript for Machine Learning | Introduction to Machine Learning
04:05 JavaScript Machine Learning Landscape
07:51 Setting Up Our Machine Learning Environment
06:28 Understanding Linear Regression
05:25 How Linear Regression Works?
04:11 Predicting Salaries after College Using Linear Regression
04:11 Classification with Logistic Regression
06:10 Classifying Clothes Using Logistic Regression
03:31 Model Evaluation in Machine learning
08:01 Machine Learning Better measures than Accuracy
02:21 Understanding the results Linear Regression | bias, underfitting, variance, overfitting, tradeoff
02:56 Improving the Models : Machine learning
02:22 What are Support Vector Machines ?
01:43 Using SVM Kernels to Transform Problems
08:35 Image Classifier Using SVM | Tensorflow
08:00 Making Better Decision with Decision Trees
02:36 Decision Trees to Make Better Predictions
05:33 Randon Forest Tutorial | Predicting Customer Churn Using Random Forests
02:40 Introduction and Advantage of Unsupervised Learning
05:04 Grouping Unlabeled Data in Meaningful Ways Using K means Clustering
04:25 Using Principal Component Analysis to Speed up Machine Learning Algorithms
03:12 Analyzing Plant Species Using K means Clustering
01:47 Neural Networks explained | Introcuction to Neural Network
06:20 How a Neural Network Works
04:16 Neural Networks in Tensorflow.js | tensorflow.js tutorial
04:21 Multiclass Classification Using TensorFlow js