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Showing: 274 courses
NPTEL

Data Mining

25 rewiews
Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.
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36 Lesons
16 hours
On-Demand
Free-Video
Wondrium

Plant Science - An Introduction to Botany

2 rewiews
Explore the fascinating world of flowering plants, their rapid evolution, dominance, and classification. Learn about plant taxonomy, anatomy, and the role of flowers in reproduction and ecosystem interactions.
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15 Lesons
33 minutes
On-Demand
Free-Video
NPTEL

Deep Learning for Visual Computing

1 rewiews
Comprehensive exploration of deep learning techniques for visual computing, covering neural networks, autoencoders, and CNNs with hands-on implementations using Python and popular datasets.
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26 Lesons
11 hours
On-Demand
Free-Video
Mike Dane

Hugo - Static Site Generator - Tutorial

1 rewiews
Learn to create professional, scalable websites using Hugo. Covers installation, themes, content organization, templates, and advanced features for efficient static site generation.
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23 Lesons
2 hours 30 minutes
On-Demand
Free-Video
MooMooMath and Science

Life Science and Biology Year in Review - Cells, Genetics, Evolution, Symbiosis, Biomes, Classification

1 rewiews
Comprehensive review of life science fundamentals: cells, genetics, evolution, body systems, ecology, and classification. Covers key concepts for a solid understanding of biology.
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29 Lesons
1 hour 14 minutes
On-Demand
Free-Video
GEO GIRL

Brachiopoda - Invertebrate Paleontology - GEO GIRL

1 rewiews
Explore brachiopod anatomy, morphology, and classification. Learn to distinguish these marine invertebrates from mollusks and understand their evolutionary history and diverse shell shapes.
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13 Lesons
22 minutes
On-Demand
Free-Video
The Royal College of Pathologists

Implementation Guidance for Carcinomas and Mucinous Neoplasms of the Appendix

1 rewiews
Guidance on histopathological reporting of appendiceal carcinomas and mucinous neoplasms, covering classification, staging, and challenging cases for pathologists.
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18 Lesons
44 minutes
On-Demand
Free-Video

Curso Drupal 9

1 rewiews
Aprende a instalar, administrar y personalizar Drupal 9. Explora módulos, nodos, taxonomías, vistas, menús, bloques, roles y más para crear sitios web potentes y flexibles.
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16 Lesons
2 hours 30 minutes
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning

1 rewiews
Comprehensive Hindi course covering machine learning fundamentals, algorithms, and practical implementations using Python, with real-world examples and solved problems.
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69 Lesons
10 hours
On-Demand
Free-Video
Harvard University

Finding Fairness - Incorporating Societal Values in Computer Algorithms

0 rewiews
Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.
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15 Lesons
48 minutes
On-Demand
Free-Video
Massachusetts Institute of Technology

Machine Learning for Genomics Fall 2020

0 rewiews
Fall 2020 Prof. Manolis KellisComputational Biology: Genomes, Networks, Evolution, HealthMachine Learning in Genomics: Dissecting the circuitry of Human Disease
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22 Lesons
1 day 8 hours
On-Demand
Free-Video

Machine Learning with Python

0 rewiews
Comprehensive Python tutorial covering machine learning concepts, algorithms, and deep learning with TensorFlow. Includes hands-on projects and real-world applications.
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72 Lesons
19 hours
On-Demand
Free-Video
Yale University

Phylogeny and Systematics - Principles of Evolution, Ecology and Behavior

0 rewiews
Explore genetic analysis techniques for constructing accurate evolutionary trees, understanding common ancestry, and avoiding misleading analogies in phylogenetic grouping.
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6 Lesons
44 minutes
On-Demand
Free-Video

Random Forests

0 rewiews
Learn to build, evaluate, and implement Random Forests, including handling missing data and clustering. Gain practical skills using R for this powerful machine learning technique.
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3 Lesons
30 minutes
On-Demand
Free-Video

Gradient Boost

0 rewiews
Explore the fundamentals and advanced concepts of Gradient Boost for regression and classification in machine learning.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video

XGBoost

0 rewiews
Learn to implement XGBoost for regression and classification, explore its mathematical foundations, and master advanced optimizations in Python.
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5 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Santa Fe Institute

What Understanding Adds to Cambrian Intelligence - A Taxonomy

0 rewiews
Explore the intersection of understanding and intelligence with John Krakauer, delving into a taxonomy that enhances our perspective on cognitive processes and artificial intelligence.
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1 Lesons
26 minutes
On-Demand
Free-Video
University of California, Los Angeles

Treatment for Testicular Cancer - Dr. Mark S. Litwin - UCLAMDChat

0 rewiews
Comprehensive overview of testicular cancer, covering epidemiology, classification, staging, treatment options, and self-examination techniques. Includes insights on lifestyle changes and potential side effects.
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17 Lesons
38 minutes
On-Demand
Free-Video
University of California, Los Angeles

Adolescent Scoliosis - Luke Macyszyn, MD - UCLAMDChat

0 rewiews
Comprehensive overview of adolescent scoliosis, covering diagnosis, treatment options, and modern surgical techniques, with a focus on less invasive strategies for pediatric patients.
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17 Lesons
26 minutes
On-Demand
Free-Video
University of California, Los Angeles

Aortic Stenosis - Future is Now

0 rewiews
Explore transcatheter aortic valve replacement (TAVR) for aortic stenosis with Dr. Aksoy. Learn about diagnosis, classification, prognosis, and the revolutionary impact of TAVR on patient treatment.
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26 Lesons
46 minutes
On-Demand
Free-Video
University of California, Los Angeles

Treatment of Hepatic Neoplasia - Francisco Durazo, MD - UCLA Digestive Diseases

0 rewiews
Comprehensive overview of hepatic neoplasia treatments, covering diagnosis, classification, staging, and management strategies for various liver tumors and metastatic disease.
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10 Lesons
23 minutes
On-Demand
Free-Video
University of Central Florida

Contextual and Bottom-Up Attention-Guided Large-Scale Visual Inferences

0 rewiews
Explore visual inference techniques, including bottom-up attention and unsupervised object discovery, with applications in neuroscience, gesture recognition, and machine learning.
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15 Lesons
58 minutes
On-Demand
Free-Video
University of Central Florida

Object Detection Techniques - Part I - Lecture 20

0 rewiews
Explore object detection techniques including sliding windows, pyramid construction, feature extraction, and post-processing. Learn about evaluation metrics like IoU, precision, and recall for assessing detection accuracy.
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18 Lesons
1 hour 4 minutes
On-Demand
Free-Video
University of Central Florida

Classification in Computer Vision - Lecture 18

0 rewiews
Explore classification in computer vision, covering features, linear classification, nearest neighbor, decision boundaries, and maximum margin classifiers. Gain insights into fundamental algorithms and problem-solving approaches.
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17 Lesons
1 hour 11 minutes
On-Demand
Free-Video
The Julia Programming Language

NeuroTree - A Differentiable Tree Operator for Tabular Data

0 rewiews
Explore NeuroTree, a differentiable tree operator for tabular data, addressing traditional tree limitations through simultaneous node learning and built-in ensemble techniques.
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1 Lesons
12 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

The Price of Implicit Bias in Robust Machine Learning

0 rewiews
Explore the impact of implicit bias on robust machine learning, examining challenges in neural network performance and generalization gaps in worst-case scenarios.
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1 Lesons
46 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Comparison and Transfer Between Tasks in Overparameterized Learning

0 rewiews
Explore similarities and differences in classification and regression tasks for overparameterized linear models. Gain insights into task transfer and generalization in high-dimensional regimes.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Surprising Phenomena of Max-LP-Margin Classifiers in High Dimensions

0 rewiews
Delve into surprising phenomena of max-lp-margin classifiers in high dimensions, exploring optimal rates, adaptivity, and performance in noisy observations for machine learning theory enthusiasts.
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1 Lesons
53 minutes
On-Demand
Free-Video
Great Learning

Classification with Decision Trees

0 rewiews
Learn to implement classification using decision trees in R, covering key concepts like Gini index, entropy, and impurity measurement. Explore advantages, case studies, and various algorithms for effective machine learning applications.
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10 Lesons
2 hours 14 minutes
On-Demand
Free-Video

Psychological Disorder Chapter 7

0 rewiews
Explore psychological disorders, their types, and classifications in this comprehensive overview for university freshmen studying psychology.
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2 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Jeremy's IT Lab

CCNA QoS - Part 2 - CCNA 200-301 Complete Course

0 rewiews
Comprehensive exploration of QoS concepts including classification, DSCP, trust boundaries, queuing, and traffic shaping for network optimization and performance management.
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22 Lesons
42 minutes
On-Demand
Free-Video
Great Learning

Decision Tree Algorithm Tutorial - Machine Learning and Example

0 rewiews
Comprehensive tutorial on decision tree algorithms, covering types, splitting criteria, case studies, and applications in machine learning. Ideal for beginners and professionals seeking practical knowledge.
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11 Lesons
1 hour 58 minutes
On-Demand
Free-Video

WordPress Custom Post Type Tutorial for Beginners

0 rewiews
Learn to create and customize WordPress custom post types, including labels, metaboxes, columns, taxonomies, and frontend display. Master essential skills for extending WordPress functionality.
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15 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Wordpress Theme Tutorial

0 rewiews
Comprehensive guide to creating WordPress themes, from basic to advanced, covering installation, customization, plugins, features, and design techniques for building professional websites.
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60 Lesons
13 hours
On-Demand
Free-Video

WordPress 101 for Beginner Developers

0 rewiews
Learn to create custom WordPress themes from scratch, covering essential topics like CSS/JS integration, menus, templates, post formats, widgets, queries, and custom post types.
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22 Lesons
9 hours
On-Demand
Free-Video

Wordpress Custom Query

0 rewiews
Learn to create advanced WordPress queries for custom post types, taxonomies, and fields. Master sorting, comparing, filtering, and searching techniques.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Advanced WordPress Theme Development Course

0 rewiews
Master WordPress theme development, from core functionalities to advanced techniques like custom blocks, AJAX, and performance optimization.
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101 Lesons
18 hours
On-Demand
Free-Video

Drupal 9 Tutorial

0 rewiews
Learn to install Drupal 9, add content, create taxonomies, tags, blocks, menus, and more. Master essential Drupal 9 features for effective website management and content organization.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Drupal 8 Beginner Tutorials - The Best Drupal Videos

0 rewiews
Comprehensive Drupal 8 tutorial covering installation, content management, modules, themes, and community engagement. Learn to build and manage websites with this powerful CMS.
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63 Lesons
4 hours 30 minutes
On-Demand
Free-Video

Drupal 8 Beginner's Course

0 rewiews
Learn to build a simple Drupal 8 site, covering installation, content types, modules, themes, and site management. Gain practical skills for creating and customizing your own Drupal website.
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63 Lesons
4 hours 30 minutes
On-Demand
Free-Video

Drupal 8 Site Building Course

0 rewiews
Learn to build a functional Drupal 8 website with custom content types, blocks, views, theming, user profiles, caching, and multilingual capabilities in this comprehensive tutorial.
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52 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Using the Ooyala Module with Drupal 7

0 rewiews
Learn to integrate Ooyala video platform with Drupal 7, including taxonomy usage, filtered views, and creating video slideshows for enhanced content presentation.
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4 Lesons
30 minutes
On-Demand
Free-Video

Machine Learning Tutorial Python - Machine Learning for Beginners

0 rewiews
Comprehensive tutorial covering machine learning basics, algorithms, and projects using Python libraries. Includes deep learning, neural networks, and advanced topics for beginners to intermediate learners.
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87 Lesons
1 day 1 hour
On-Demand
Free-Video
Augmented Startups

The Fun and Easy Guide to Machine Learning - Tutorials

0 rewiews
Comprehensive introduction to machine learning algorithms, from regression to neural networks, with practical Python implementations and engaging whiteboard explanations for beginners and enthusiasts.
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12 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Biology for NEET

0 rewiews
Comprehensive biology course covering genetics, reproduction, evolution, and cellular biology for NEET exam preparation. Includes detailed lectures on key topics and practical problem-solving strategies.
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77 Lesons
2 days 13 hours
On-Demand
Free-Video
The AI University

Read CSV Files, Extract Dataset Scikit Learn & Simulate Data Using Python - Machine Learning

0 rewiews
Learn to extract data from CSV files and databases, use scikit-learn for dataset manipulation, and simulate various types of machine learning data in Python.
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3 Lesons
30 minutes
On-Demand
Free-Video
CodeTime

WordPress Custom Post Types and Taxonomies

0 rewiews
Learn to create and manage custom post types and taxonomies in WordPress, enhancing content organization and functionality for your website.
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6 Lesons
30 minutes
On-Demand
Free-Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2

0 rewiews
Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.
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69 Lesons
10 hours 15 minutes
On-Demand
Free-Video
Krish Naik

Complete Machine Learning in 6 Hours - Krish Naik

0 rewiews
Comprehensive machine learning tutorial covering key algorithms, techniques, and practical implementations for regression, classification, clustering, and ensemble methods.
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26 Lesons
6 hours 38 minutes
On-Demand
Free-Video
Microsoft

Microsoft Purview Data Governance

0 rewiews
Expand your knowledge of Microsoft Purview data governance. Learn about building data catalogs, data maps, and end-to-end lineage. Explore permission management, collections, and supported data sources.
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11 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Brandon Rohrer

How K-Nearest Neighbors Works

0 rewiews
Explore k-nearest neighbors algorithm for classification and regression, including key considerations like k value, feature scaling, and distance metrics.
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8 Lesons
26 minutes
On-Demand
Free-Video
Brandon Rohrer

How Data Science Works

0 rewiews
Explore the fundamentals of data science through plain English explanations, covering key concepts like feature engineering, machine learning, and deep learning without technical jargon.
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15 Lesons
50 minutes
On-Demand
Free-Video
Institute for Advanced Study

Introduction to Interpretable Machine Learning - Cynthia Rudin

0 rewiews
Explore interpretable machine learning with Cynthia Rudin, covering classification, natural language processing, and decision trees. Gain insights into model complexity and information theory applications.
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10 Lesons
57 minutes
On-Demand
Free-Video
Institute for Advanced Study

A Practical Guide to Deep Learning - Richard Zemel

0 rewiews
Explore deep learning fundamentals, from perceptrons to neural networks, with practical insights on object recognition, vision, and advanced techniques like regularization.
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26 Lesons
2 hours 3 minutes
On-Demand
Free-Video
Royal Tyrrell Museum of Palaeontology

Changing Landscapes in the Tien Shan Mountains of Kyrgyzstan

0 rewiews
Explore Central Asia's Tien Shan mountains: their rapid formation, seismic hazards, and impact on ecosystems over 10 million years. Discover ancient mammals and implications for modern cold-adapted organisms.
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13 Lesons
55 minutes
On-Demand
Free-Video
GEO GIRL

Echinoderms - Invertebrate Paleontology - Crinoids, Starfish, Sand Dollars, & More

0 rewiews
Comprehensive exploration of echinoderms: diversity, anatomy, evolution, and classification. Focuses on crinoids and echinoids, their morphology, ecology, and evolutionary history. Includes identification practice and comparisons to vertebrates.
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14 Lesons
28 minutes
On-Demand
Free-Video
GEO GIRL

Arthropoda - Trilobites- Invertebrate Paleontology

0 rewiews
Comprehensive exploration of trilobite morphology, classification, and evolution. Covers 12 orders, key features, and ecological significance of these ancient marine arthropods from the Paleozoic Era.
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19 Lesons
28 minutes
On-Demand
Free-Video
GEO GIRL

Mollusca - Bivalves & Gastropods- Invertebrate Paleontology

0 rewiews
Explore bivalve and gastropod mollusks: anatomy, morphology, classification, ecology, and evolution. Learn key characteristics for identification and understand their evolutionary history.
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16 Lesons
29 minutes
On-Demand
Free-Video
GEO GIRL

Bryozoa - Invertebrate Paleontology - GEO GIRL

0 rewiews
Explore the fascinating world of Bryozoa, from their unique anatomy and reproduction to diverse morphology and classification. Gain insights into fossil identification and evolutionary history of these invertebrate animals.
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13 Lesons
23 minutes
On-Demand
Free-Video
GEO GIRL

Porifera - Morphology, Classification, & Evolution - Invertebrate Paleontology

0 rewiews
Comprehensive exploration of Porifera, covering anatomy, classification, evolution, and ecology. Delves into spicule types, morphological complexity, and the debate surrounding archaeocyathids' classification.
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15 Lesons
23 minutes
On-Demand
Free-Video
National Taiwan University

Machine Learning

0 rewiews
從基礎到高級主題的全面機器學習課程,涵蓋回歸、分類、深度學習、無監督學習等,並包含實際演示和案例研究,幫助學習者掌握關鍵概念和技術。
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36 Lesons
1 day 4 hours
On-Demand
Free-Video

Curso de Drupal 9

0 rewiews
Aprende a manipular e interactuar con Drupal 9, desde la instalación hasta temas avanzados como nodos, taxonomías, vistas y permisos. Domina este poderoso CMS en solo 2.5 horas.
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16 Lesons
2 hours 30 minutes
On-Demand
Free-Video

PyTorch Tutorials 神经网络 教学

0 rewiews
深入探讨PyTorch神经网络：从基础概念到高级应用，涵盖CNN、RNN、自编码器、强化学习和GAN，并讲解优化技巧如批标准化和过拟合处理。
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35 Lesons
5 hours
On-Demand
Free-Video
CodeWithHarry

Machine Learning Tutorials for Beginners Using Python in Hindi

0 rewiews
हिंदी में पायथन का उपयोग करके मशीन लर्निंग की मूल बातें सीखें। लीनियर रिग्रेशन, सपोर्ट वेक्टर मशीन और डिसीजन ट्री जैसी तकनीकों को समझें और कोड करें।
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23 Lesons
10 hours
On-Demand
Free-Video

Курс по Wordpress

0 rewiews
Освойте создание сайтов на WordPress: от установки до оптимизации. Изучите темы, меню, сайдбары, посты, хуки, шорткоды, типы записей, таксономии, SEO и ускорение загрузки.
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15 Lesons
7 hours
On-Demand
Free-Video

WordPress Plugin Development Tutorial Series in Urdu / Hindi

0 rewiews
اردو/हिंदी में व्यापक वर्डप्रेस प्लगइन विकास श्रृंखला। सुरक्षा, हुक्स, एडमिन मेनू, मेटाबॉक्स, कस्टम पोस्ट टाइप, टैक्सोनॉमी, शॉर्टकोड, AJAX, और गुटेनबर्ग ब्लॉक सहित सभी आवश्यक उपकरण और तकनीकें शामिल हैं।
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20 Lesons
9 hours
On-Demand
Free-Video

TensorFlow Tutorials 神经网络 教学 教程

0 rewiews
从零开始学习TensorFlow构建神经网络，涵盖基础概念、CNN、RNN等高级主题，通过实例和可视化深入理解深度学习原理和应用。
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44 Lesons
7 hours
On-Demand
Free-Video
Ubuntu OnAir

5 Machine Learning Projects in 30 Minutes or Less

0 rewiews
Explora 5 proyectos rápidos de machine learning con Diomedes Domínguez. Aprende a implementar soluciones prácticas en diversos dominios, desde clasificación hasta predicción, acelerando tu aprendizaje en ML.
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1 Lesons
27 minutes
On-Demand
Free-Video
CodeWithHarry

Evaluating Classifiers in Python - Precision, Recall and F1 Score

0 rewiews
Learn to evaluate machine learning classifiers using precision, recall, and F1 score in Python. Practical tutorial with code examples for accurate model assessment in Hindi.
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1 Lesons
32 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Lower and Upper Bounds on the VC-Dimension of Tensor Network Models

0 rewiews
Explorez les limites de la dimension VC des modèles de réseaux de tenseurs. Apprenez les bornes supérieures et inférieures pour divers modèles de décomposition tensorielle et leurs implications pour l'apprentissage automatique.
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14 Lesons
53 minutes
On-Demand
Free-Video
CIMPA UCR

Classification of Guanacaste Districts Using Free Access Geospatial Data

0 rewiews
Aprenda a clasificar distritos de Guanacaste utilizando datos geoespaciales de acceso libre en esta charla informativa.
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1 Lesons
59 minutes
On-Demand
Free-Video
IEEE

Identifying Ubiquitous Third Party Libraries in Compiled Executables Using Annotated and Translated

0 rewiews
Explore techniques for identifying third-party libraries in compiled executables, focusing on firmware indicator translation and machine learning approaches for enhanced security analysis.
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9 Lesons
34 minutes
On-Demand
Free-Video
Paul G. Allen School

Robotics Seminar - Drones in Public: Distancing and Communication with General Users

0 rewiews
Explore drone interactions, user responses to autonomy failures, and communication strategies in public spaces. Insights on novice interactions and applications in various fields.
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17 Lesons
1 hour
On-Demand
Free-Video
Royal Tyrrell Museum of Palaeontology

Fossil Monkeys and Apes from the East African Rift Valley

0 rewiews
Explore early primate evolution in East Africa through fossil discoveries, focusing on monkeys and apes predating Lucy. Learn about ancient landscapes and their impact on primate diversity.
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23 Lesons
55 minutes
On-Demand
Free-Video
Medicosis Perfectionalis

Leukemia and Lymphoma Introduction - Distinctions in Oncology

0 rewiews
Comprehensive overview of leukemia and lymphoma, covering classification, characteristics, and distinctions. Ideal for medical students seeking a concise introduction to hematological malignancies.
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8 Lesons
17 minutes
On-Demand
Free-Video
Linnean Society

Linnaeus on Human Diversity - Evolving Views and Classifications

0 rewiews
Explore Linnaeus's evolving views on human diversity, examining his classification system, motivations, and perspectives on cultural and environmental influences on humanity.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Medi - Lectures

Interstitial Lung Disease: Classification, Pathogenesis, and Approach - Harrison's Principles

0 rewiews
Explore interstitial lung disease classification, pathogenesis, and approach. Learn about idiopathic pneumonias, CTD-related ILDs, granulomatous ILDs, and genetic factors in pulmonology.
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9 Lesons
32 minutes
On-Demand
Free-Video
OpenSSF

Trials, Tribulations and Triumphs - An End User's Perspective on Software Supply Chain Security

0 rewiews
Explore enterprise challenges, initiatives, and future vision for open source software supply chain security from an end user perspective. Learn about threat mitigation strategies and collaborative efforts.
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1 Lesons
31 minutes
On-Demand
Free-Video
Open Data Science

Industrial Artificial Intelligence - From Automated Process to Cognitive Analytics

0 rewiews
Explore how AI revolutionizes industries through automated processes, cognitive analytics, and predictive maintenance, reshaping manufacturing, supply chains, and decision-making while addressing challenges and opportunities.
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28 Lesons
41 minutes
On-Demand
Free-Video
Launchpad

A Transformer-Based Framework for Multivariate Time Series Representation Learning

0 rewiews
Explore a Transformer-based framework for multivariate time series analysis, covering challenges, model architecture, pre-training, fine-tuning, and applications in classification and forecasting.
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11 Lesons
21 minutes
On-Demand
Free-Video
Open Data Science

Gael Varoquaux at ODSC Boston 2015 - Scikit-Learn for Easy Machine Learning

0 rewiews
Explore machine learning with scikit-learn: its popularity, capabilities, and future. Learn about easy predictive analysis, development process, and exciting new features in this data science ecosystem.
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30 Lesons
52 minutes
On-Demand
Free-Video
Open Data Science

Topological Data Analysis - New Perspectives on Machine Learning - by Jesse Johnson

0 rewiews
Explore geometric patterns in data and how abstract geometry concepts enhance machine learning algorithms. Gain insights into data structure through higher-dimensional perspectives.
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27 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Open Data Science

From Hyperbolic Geometry to Data Clustering

0 rewiews
Explore how hyperbolic geometry and knot theory inspire innovative data clustering algorithms, bridging abstract mathematics with practical data science applications.
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18 Lesons
39 minutes
On-Demand
Free-Video
Pascal Poupart

CS480-680 - Hidden Markov Models

0 rewiews
Explore Hidden Markov Models, their assumptions, and applications in robot localization. Learn about monitoring tasks, hindsight reasoning, and finding the most likely explanation.
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12 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Pascal Poupart

Support Vector Machines

0 rewiews
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
Databricks

AutoML Toolkit Deep Dive - Automating Feature Engineering and Model Optimization

0 rewiews
Explore Databricks Labs' AutoML Toolkit for automating feature engineering, model selection, tuning, and deployment. Learn to accelerate machine learning workflows and enhance productivity.
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24 Lesons
1 hour
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning and Neural Networks: K-Nearest Neighbors - Day 9

0 rewiews
Explore K-Nearest Neighbors algorithm for machine learning and neural networks, covering its principles, implementation, and applications in classification and regression tasks.
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1 Lesons
34 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Persistence Images

0 rewiews
Explore persistent homology and persistence images for topological data analysis. Learn to convert persistence diagrams into vector representations for machine learning applications.
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16 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

John Harer - Topological Data Analysis and Machine Learning

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Explore topological data analysis and machine learning, covering methodology, examples, dimension reduction, and advanced techniques for feature extraction and classification.
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17 Lesons
1 hour
On-Demand
Free-Video
Great Learning

Data Mining with Python - Data Mining for Beginners

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Learn data mining techniques using Python, covering classification, regression, and prediction. Gain practical skills to extract valuable insights from data for business and scientific applications.
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1 Lesons
56 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Statistics, Topology and Data Analysis

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Explore the synergy between statistics and topological data analysis for solving real-world problems, with a focus on supervised learning and applications in materials science.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Microsoft

Governance and Security Practices for Microsoft 365 - Including Teams and Viva

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Explore frictionless governance for Microsoft 365 Groups, focusing on self-service provisioning, classification, reporting, and lifecycle management. Learn recent updates impacting Teams, Viva, Loop, and Planner.
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1 Lesons
45 minutes
On-Demand
Free-Video
IEEE

An Equivalence Between Private Classification and Online Prediction

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Explore the connection between private classification and online prediction, examining theoretical implications and potential applications in machine learning and data privacy.
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1 Lesons
23 minutes
On-Demand
Free-Video
GAIA

Navigating the Challenges of Offer Categorization in E-commerce - Strategies for Accurate and Scalable Classification

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Explore strategies for accurate and scalable offer categorization in e-commerce, addressing challenges, leveraging automation, and improving search relevance and product sorting.
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1 Lesons
24 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Quantifying the Uncertainty in Model Predictions Using Conformal Prediction

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Learn techniques for quantifying uncertainty in neural network predictions, focusing on conformal prediction as a versatile, statistically rigorous method applicable to classification and regression tasks.
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1 Lesons
33 minutes
On-Demand
Free-Video
Shaw Talebi

Introduction to Decision Trees - Gini Impurity and Python Code

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Learn decision tree fundamentals, including Gini impurity and Python implementation, through a beginner-friendly introduction with concrete examples and code for sepsis survival prediction.
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8 Lesons
20 minutes
On-Demand
Free-Video
Snorkel AI

Extending Weak Supervision Beyond Classification - New Research Insights

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Explore groundbreaking research extending weak supervision to new task types, including ranking, and its potential impact on AGI superalignment.
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1 Lesons
25 minutes
On-Demand
Free-Video
Snorkel AI

How Caterpillar Links Data and Expertise to Predict Repairs

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Discover how Caterpillar combines domain knowledge and data to predict heavy equipment repairs, enhancing value for the company, dealers, and customers through modern analytics.
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1 Lesons
28 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Introduction to Machine Learning with Python

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Explore machine learning fundamentals using Python, covering key concepts and practical applications in this hands-on workshop led by a field engineer from Domino.
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1 Lesons
1 hour 55 minutes
On-Demand
Free-Video
Michael Penn

Abstract Algebra - Units and Zero Divisors of a Ring

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Explore units and zero divisors in Zn and 2x2 real matrices, classifying elements and proving key properties in abstract algebra.
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7 Lesons
23 minutes
On-Demand
Free-Video