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#Classification Algorithms

Showing: 21 courses
Great Learning

Application of Classification Algorithms

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Explore popular classification algorithms, their comparisons, and real-world applications through a case study on employee promotion prediction using various techniques.
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10 Lesons
1 hour 24 minutes
On-Demand
Free-Video
Great Learning

Classification Algorithm in Hindi

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वर्गीकरण एल्गोरिदम की व्यापक समझ: लिनियर रिग्रेशन से लेकर सपोर्ट वेक्टर मशीन तक, सैद्धांतिक अवधारणाओं और पायथन में कार्यान्वयन के साथ।
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6 Lesons
3 hours 3 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression in Hindi

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लॉजिस्टिक रिग्रेशन की मूल अवधारणाओं को समझें, सिग्मॉइड फ़ंक्शन का अध्ययन करें, और पायथन में इसका उपयोग करके वर्गीकरण समस्याओं को हल करना सीखें।
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8 Lesons
45 minutes
On-Demand
Free-Video
CodeWithHarry

Logistic Regression: Overview and Working - Machine Learning Tutorial

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लॉजिस्टिक रिग्रेशन की अवधारणा और कार्यप्रणाली को समझें। यह ट्यूटोरियल मशीन लर्निंग की इस महत्वपूर्ण तकनीक को सरल हिंदी में समझाता है।
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1 Lesons
23 minutes
On-Demand
Free-Video
Great Learning

Classification Algorithm Tutorial - Machine Learning Tutorial

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Comprehensive tutorial on classification algorithms in machine learning, covering techniques for categorizing new observations based on training data. Explores supervised learning methods and practical applications.
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1 Lesons
9 hours 40 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Fair Clustering: Notations and Algorithms

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Explore fair clustering algorithms and their role in preventing discriminatory outcomes in machine learning applications, focusing on group fairness and equal representation across clusters.
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1 Lesons
1 hour
On-Demand
Free-Video
Great Learning

Feature Engineering Importance - Practical Application for Feature Engineering

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Explore feature engineering techniques for data analysis and classification, including practical application to supermarket sales data. Learn to select, manipulate, and transform features for improved model performance.
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1 Lesons
54 minutes
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning and Neural Networks: Logistic Regression - Day 6

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Explore logistic regression in machine learning and neural networks, covering key concepts and applications for binary classification problems.
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1 Lesons
35 minutes
On-Demand
Free-Video
OWASP Foundation

Machine Learning in Cybersecurity - Boon or Boondoggle

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Explore machine learning's impact on cybersecurity with Dr. Zulfikar Ramzan. Learn about supervised and unsupervised learning, challenges, and applications in DevOps while gaining insights from a leading industry expert.
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18 Lesons
45 minutes
On-Demand
Free-Video
GOTO Conferences

Using EEG and Machine Learning to Perform Lie Detection - YOW! 2017

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Explore EEG-based lie detection using Azure Machine Learning. Learn about data collection, model building, and limitations in this innovative experiment combining neuroscience and AI.
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1 Lesons
51 minutes
On-Demand
Free-Video
NorthSec

Obfuscation Classification via Machine Learning for JavaScript, Python, and PHP

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Explore machine learning techniques for classifying obfuscated code across JavaScript, Python, and PHP, enhancing cybersecurity analysis and threat detection capabilities.
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1 Lesons
28 minutes
On-Demand
Free-Video
BSidesLV

Repurposing Vulnerability Tickets to Predict Severity Levels - An Introduction to Natural Language Processing and Classification Algorithms

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Explore natural language processing and classification algorithms to predict vulnerability severity levels using ticket data, enhancing cybersecurity decision-making and resource allocation.
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1 Lesons
48 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fair Classification with Group-Dependent Label Noise

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Explore group-dependent label noise in fair classification, addressing challenges and proposing solutions for improved algorithmic fairness in machine learning models.
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1 Lesons
21 minutes
On-Demand
Free-Video
OWASP Foundation

MLSec Going Deeper

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Explore advanced machine learning security concepts, including adversarial samples, attack strategies, and defensive techniques for various ML models.
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12 Lesons
38 minutes
On-Demand
Free-Video
USENIX

VFP - A Virtual Switch Platform for Host SDN in the Public Cloud

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Explore Microsoft Azure's Virtual Filtering Platform (VFP), a programmable virtual switch for host SDN in public clouds. Learn its design, API, flow language, and real-world performance in large-scale deployments.
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5 Lesons
27 minutes
On-Demand
Free-Video
Wolfram

Comparison of Papers by Native and Non-Native English Speakers in Physics

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Explore linguistic differences in physics papers by native and non-native English speakers, achieving 84% classification accuracy and enhancing scientific communication.
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1 Lesons
14 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

K-Nearest Neighbors Implementation in R

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Implement K-Nearest Neighbors algorithm in R programming language. Learn practical application of this machine learning technique for classification and regression tasks.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Logistic Regression: Introduction to Binary Classification and Linear Classifiers

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Master logistic regression for binary classification, covering linear classifiers, sigmoid functions, parameter estimation, and log-likelihood functions.
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6 Lesons
29 minutes
On-Demand
Free-Video
Neuro Symbolic

Decision Trees in Neuro-Symbolic AI

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Master decision tree algorithms for effective data classification and prediction in machine learning applications.
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1 Lesons
16 minutes
On-Demand
Free-Video
AI Doctoral Academy

Predicting Classifier Accuracy in the Wild - Lecture 39

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Dive into advanced machine learning concepts with Prof. Sebastiani as he explores methods for predicting classifier accuracy in real-world applications and deployment scenarios.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
UofU Data Science

The Perceptron Algorithm for Linear Classification - Lecture 26

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Dive into the Perceptron Algorithm for linear classification, exploring perfect classifiers, margin concepts, and max-margin classifiers while understanding their practical applications.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video