filmov
tv
Intro to Machine Learning: Lesson 3
Показать описание
Today we'll see how to read a much larger dataset - one which may not even fit in the RAM on your machine! And we'll also learn how to create a random forest for that dataset. We also discuss the software engineering concept of "profiling", to learn how to speed up our code if it's not fast enough - especially useful for these big datasets.
Next, we do a deeper dive in to validation sets, and discuss what makes a good validation set, and we use that discussion to pick a validation set for this new data.
In the second half of this lesson, we look at "model interpretation" - the critically important skill of using your model to better understand your data. Today's focus for interpretation is the "feature importance plot", which is perhaps the most useful model interpretation technique.
Next, we do a deeper dive in to validation sets, and discuss what makes a good validation set, and we use that discussion to pick a validation set for this new data.
In the second half of this lesson, we look at "model interpretation" - the critically important skill of using your model to better understand your data. Today's focus for interpretation is the "feature importance plot", which is perhaps the most useful model interpretation technique.
0:07:52
Machine Learning | What Is Machine Learning? | Introduction To Machine Learning | 2024 | Simplilearn
0:02:35
Machine Learning Explained in 100 Seconds
0:14:30
Introduction to Machine Learning
3:53:53
Machine Learning for Everybody – Full Course
0:51:31
11. Introduction to Machine Learning
0:49:43
Python Machine Learning Tutorial (Data Science)
0:07:18
Intro to Machine Learning (ML Zero to Hero - Part 1)
1:17:41
Intro to Machine Learning: Lesson 1
0:01:41
Introduction to Machine Learning Week 11 nptel Assignment answers solution 2024
0:18:40
But what is a neural network? | Chapter 1, Deep learning
0:17:21
What is Machine Learning? | Machine Learning Basics | Machine Learning Tutorial | Edureka
0:05:05
Machine Learning Tutorial 1 - Intro to Machine Learning and A.I.
0:12:45
A Gentle Introduction to Machine Learning
0:05:01
All Machine Learning Models Explained in 5 Minutes | Types of ML Models Basics
0:30:49
A Friendly Introduction to Machine Learning
0:05:49
AI vs Machine Learning
9:38:32
Machine Learning Full Course - Learn Machine Learning 10 Hours | Machine Learning Tutorial | Edureka
0:15:56
Introduction To Machine Learning | Machine Learning Basics for Beginners | ML Basics | Simplilearn
0:06:27
Supervised vs Unsupervised vs Reinforcement Learning | Machine Learning Tutorial | Simplilearn
0:07:50
Machine Learning vs Deep Learning
9:52:19
Machine Learning Course for Beginners
1:00:28
Introduction to Machine Learning
0:07:11
Intro to Machine Learning Lesson 1: How Models Work | Kaggle
0:08:23
What is Machine Learning?
Комментарии