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#Support Vector Machine (SVM)

Showing: 16 courses
5 Minutes Engineering

Machine Learning + Neural Networks Live Sessions - SVM

1 rewiews
Explore Support Vector Machines (SVM) in machine learning and neural networks, focusing on their applications and implementation techniques.
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1 Lesons
39 minutes
On-Demand
Free-Video
Stanford University

Stanford CS229 - Machine Learning - Summer 2019 - Kernel Methods & Support Vector Machine

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Explore kernel methods and Support Vector Machines in machine learning, focusing on advanced techniques for data classification and pattern recognition in complex datasets.
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1 Lesons
1 hour 55 minutes
On-Demand
Free-Video

Support Vector Machines

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Explore Support Vector Machines, covering main concepts, polynomial and radial kernels, and practical implementation in Python.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

Support Vector Machine - SVM - Machine Learning Tutorial

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Support Vector Machines have various applications such as they can be used in classification of images, in handwritten character recognition, classification of satellite SAR data. Learn about SVM in this video by Great Learning.
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7 Lesons
39 minutes
On-Demand
Free-Video
Great Learning

Support Vector Machines

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Comprehensive introduction to Support Vector Machines, covering theory, kernel functions, advantages, applications, and practical implementation in Python for machine learning enthusiasts.
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9 Lesons
1 hour
On-Demand
Free-Video
Python Engineer

Machine Learning From Scratch in Python - Full Course With 12 Algorithms

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Comprehensive Python implementation of 12 popular machine learning algorithms from scratch, covering KNN, regression, SVM, decision trees, random forests, PCA, K-means, AdaBoost, and LDA.
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16 Lesons
4 hours 55 minutes
On-Demand
Free-Video
Great Learning

Machine Learning Full Course in Hindi

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मशीन लर्निंग की मूल अवधारणाओं और एल्गोरिदम का व्यापक हिंदी परिचय, जिसमें लीनियर रिग्रेशन, लॉजिस्टिक रिग्रेशन, डिसीजन ट्री, रैंडम फॉरेस्ट, नेइव बेयस और SVM शामिल हैं।
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10 Lesons
5 hours 27 minutes
On-Demand
Free-Video
Pascal Poupart

Support Vector Machines

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Learn about support vector machines, margin classifiers, and linear separators. Explore dual representation, Lagrangian optimization, and practical applications in classification problems.
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12 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Krish Naik

SVM Kernels In-Depth Intuition - Polynomial Kernels Part 3 - Machine Learning Data Science

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Explore polynomial kernels in SVM, understanding their intuition, use cases, and hyperparameter tuning for enhanced machine learning model performance.
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5 Lesons
21 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Support Vector Machines in Python from Start to Finish

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Comprehensive guide to implementing Support Vector Machines in Python, covering data preparation, model building, and optimization techniques for machine learning practitioners.
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13 Lesons
45 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer

Support Vector Machines Part 1 - Main Ideas

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Demystifying Support Vector Machines: Learn key concepts, from maximal margin classifiers to kernel functions, in this comprehensive introduction to SVM fundamentals and applications.
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9 Lesons
21 minutes
On-Demand
Free-Video
Pascal Poupart

Support Vector Machines - Continued

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Explore advanced concepts of support vector machines, including soft margins, slack variables, and multi-class classification techniques.
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10 Lesons
29 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Non Asymptotic Analysis of L1 Support Vector Machines

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Explores non-asymptotic analysis of l1 support vector machines for sparse classification in high-dimensional data, providing error guarantees applicable to real-world scenarios.
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1 Lesons
48 minutes
On-Demand
Free-Video
Bill Buchanan OBE

Cyber & Data - Classification Metrics and ML

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Explore classification metrics, ROC curves, SVM, and machine learning examples to enhance your understanding of data analysis and cybersecurity concepts.
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7 Lesons
35 minutes
On-Demand
Free-Video
Devoxx

Create Your Own Music Recommendation System Using ML

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Learn to build a music recommendation system using machine learning, exploring algorithms like K-means, SVM, and neural networks with Spotify's API, Keras, and Sklearn.
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1 Lesons
1 hour 52 minutes
On-Demand
Free-Video
Serrano.Academy

Support Vector Machines - A Friendly Introduction

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Explore Support Vector Machines through visual explanations, covering key concepts like data separation, perceptron algorithm, classification errors, and the C parameter for optimal model performance.
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14 Lesons
31 minutes
On-Demand
Free-Video