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331,190 results

CompuFlair
The Lagrange Multiplier “Method” of Machine Learning [Regularization]

If you're interested in transitioning into data science from math-related fields, check out our bootcamp program: * Free if you don't ...

8:37
The Lagrange Multiplier “Method” of Machine Learning [Regularization]

7,016 views

4 months ago

Vizuara
Regularization in ML explained simply | Lasso (L1) and Ridge (L2) | Foundations for ML [Lecture 27]

I first heard “regularization” during MIT's graduate-level machine learning course in the fall of 2019. Later, a couple of friends ...

1:04:04
Regularization in ML explained simply | Lasso (L1) and Ridge (L2) | Foundations for ML [Lecture 27]

6,058 views

10 months ago

Stanford Online
Stanford CS231N | Spring 2025 | Lecture 3: Regularization and Optimization

For more information about Stanford's online Artificial Intelligence programs visit: https://stanford.io/ai This lecture covers: 1.

1:08:39
Stanford CS231N | Spring 2025 | Lecture 3: Regularization and Optimization

33,837 views

4 months ago

DataMListic
Why L1 Regularization Produces Sparse Weights (Geometric Intuition)

In this video, we explore the geometric intuition behind L1 regularization and explain why it leads to sparse weights, unlike L2.

2:37
Why L1 Regularization Produces Sparse Weights (Geometric Intuition)

3,868 views

11 months ago

DataMListic
Why regularization works (w/ caps) #machinelearning #datascience #statistics #deeplearning

In this video I try to briefly explain why weight regularization reduces the overfitting chance of our models. *Follow Me* ...

0:38
Why regularization works (w/ caps) #machinelearning #datascience #statistics #deeplearning

3,998 views

6 months ago

The Friendly Statistician
What Is L1 Regularization In Logistic Regression? - The Friendly Statistician

What Is L1 Regularization In Logistic Regression? In this informative video, we will discuss L1 regularization in logistic regression ...

3:32
What Is L1 Regularization In Logistic Regression? - The Friendly Statistician

93 views

5 months ago

Lakshmi Devi S
Stop Overfitting | #L1 and #L2 Regularization Explained | #MachineLearning #AI #aieducation #shorts

Confused about L1 and L2 in Machine Learning? Watch this 60-second explainer to learn how regularization helps stop ...

0:16
Stop Overfitting | #L1 and #L2 Regularization Explained | #MachineLearning #AI #aieducation #shorts

232 views

6 months ago

ritvikmath
The Unspoken Effectiveness of L3 Regularization

We know about L1 Regularization (Lasso) and L2 Regularization (Ridge), but what would L3 Regularization look like and when ...

8:05
The Unspoken Effectiveness of L3 Regularization

8,513 views

11 months ago

DataMListic
Cracking ML Interviews: L1/L2 Regularization (Question 9)

In this video, we explain the key difference between L1 and L2 regularization in machine learning models, and how they help ...

2:44
Cracking ML Interviews: L1/L2 Regularization (Question 9)

1,053 views

3 months ago

ritvikmath
Elastic Net Regularization : Data Science Concepts

Balancing between L1 and L2 regularization! Lasso (L1) : https://www.youtube.com/watch?v=jbwSCwoT51M Ridge (L2): ...

13:28
Elastic Net Regularization : Data Science Concepts

3,185 views

11 months ago

DataMListic
Why L1 regularization produces sparse weights #datascience #machinelearning #statistics

In this video, we talk about why the L1 regularization produces sparse weights. *Follow Me* ...

0:55
Why L1 regularization produces sparse weights #datascience #machinelearning #statistics

2,012 views

11 months ago

Vizuara
What exactly is regularization in ML? #ai #ml #machinelearning #neuralnetwork

What is regularization let's try to understand there are various types of regularization techniques in machine learning for ...

1:42
What exactly is regularization in ML? #ai #ml #machinelearning #neuralnetwork

2,835 views

5 months ago

ByteQuest
Regularization | L1 & L2 | Dropout | Data Augmentation | Early Stopping |  Deep Learning Part 4

In this video, we dive into Regularization — the set of methods we use to deal with overfitting while training a Machine Learning ...

13:54
Regularization | L1 & L2 | Dropout | Data Augmentation | Early Stopping | Deep Learning Part 4

705 views

2 months ago

Gate Smashers
Ridge and Lasso Regression | Machine Learning

👉Subscribe to our new channel:https://www.youtube.com/@varunainashots Subject-wise playlist Links ...

14:10
Ridge and Lasso Regression | Machine Learning

70,876 views

10 months ago

DataMListic
L1 Regularization - ML Snippets

Full video link: https://youtu.be/aBgMRXSqd04 In this video, we explain how L1 regularization encourages sparse weights in ...

2:03
L1 Regularization - ML Snippets

872 views

4 months ago

Synaptigon
Avoid Overfitting in Machine Learning with Regularization!

In this short video, I explain how Regularization helps machine learning models generalize better and avoid overfitting. By using ...

0:45
Avoid Overfitting in Machine Learning with Regularization!

204 views

10 months ago

Tech Classes
L1, L2 & ElasticNet Regularization Easy Explanation | Ridge and Lasso Regression | Machine Learning

What is Regularization in Machine Learning? If your model performs great on training data but fails on real data, you might be ...

14:28
L1, L2 & ElasticNet Regularization Easy Explanation | Ridge and Lasso Regression | Machine Learning

1,794 views

6 months ago

Deep knowledge
L1 vs L2 Regularization Interview Questions 🧠 Ace Your ML Interview with These Answers! ✨

Preparing for a Machine Learning / Data Science interview? One of the most common and tricky questions you'll face is: ...

5:40
L1 vs L2 Regularization Interview Questions 🧠 Ace Your ML Interview with These Answers! ✨

154 views

4 months ago

cosmicminds_in
DAY 40/60 | Ridge (L2) Regularization #machinelearning #ai

... talked about three techniques regularization bagging and boosting in this episode we are going to discuss regularization let me ...

1:49
DAY 40/60 | Ridge (L2) Regularization #machinelearning #ai

67 views

2 months ago

Dear JAMB Student
What is JAMB regularization?

Welcome to Dear JAMB Student! Helping you survive, prepare, and succeed in JAMB — with answers to your most asked ...

0:14
What is JAMB regularization?

208 views

5 months ago