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#Classification Models

Showing: 23 courses
Data Professor

R Data Science Project

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Learn practical R data science skills through hands-on tutorials covering exploratory analysis, machine learning, data visualization, and building interactive web applications with Shiny.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Data Professor

Python Data Science Project

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Learn Python for data science through hands-on projects covering machine learning, web scraping, exploratory data analysis, and computational drug discovery. Gain practical skills using popular libraries and tools.
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17 Lesons
5 hours
On-Demand
Free-Video
Data Professor

Weka Data Mining Tutorials

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Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.
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8 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Microsoft

Train and Evaluate Classification Models

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Train and evaluate classification models using Scikit-Learn. Learn binary classification, logistic functions, thresholds, and performance metrics for effective machine learning categorization.
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11 Lesons
1 hour 29 minutes
On-Demand
Free-Video

Tensorflow Tutorial for Beginner in Python - Hindi

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हिंदी में TensorFlow की शुरुआत से लेकर उन्नत अवधारणाओं तक का व्यापक प्रशिक्षण, जिसमें न्यूरल नेटवर्क, रिग्रेशन, वर्गीकरण और CNN शामिल हैं।
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40 Lesons
9 hours
On-Demand
Free-Video
CodeWithHarry

Precision, Recall, Confusion Matrix and F1-Score - Machine Learning Tutorials in Hindi

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Aprenda a evaluar modelos de aprendizaje automático utilizando métricas clave como precisión, recall, matriz de confusión y puntuación F1, con ejemplos prácticos en Python.
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1 Lesons
40 minutes
On-Demand
Free-Video
Data Con LA

Leveraging Neighborhood Socioeconomic Data to Predict Individual Experiences - A Healthcare Application

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Explore how neighborhood socioeconomic data can predict individual healthcare experiences through machine learning, examining predictive accuracy and demographic variations in social risk assessment.
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1 Lesons
50 minutes
On-Demand
Free-Video
Keith Galli

Full Data Science Mock Interview Featuring Kylie Ying

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Comprehensive mock data science interview covering bot detection on social media, featuring behavioral questions, feature selection, model implementation, dataset creation, and technical details.
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9 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Julia Silge

Get Started With Tidymodels Using Vaccination Rate Data

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Explore MMR vaccination rates using tidymodels in R, from data preparation to Bayesian modeling and result comparison.
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13 Lesons
26 minutes
On-Demand
Free-Video
Data Science Dojo

Introduction to Text Analytics with R - Overview

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Explore text analytics with R: tokenization, feature engineering, classification models. Learn data cleaning, analysis, and visualization using a spam dataset. Practical introduction for aspiring data scientists.
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10 Lesons
31 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Feature Engineering and Modeling Techniques for Menu Design at HelloFresh

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Discover how HelloFresh uses data-driven approaches to optimize menu design, predict recipe performance, and align product offerings with customer preferences and business strategies.
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1 Lesons
43 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Enhancing Older Adults' Safe Use of Automated Vehicles Using Eye-Tracking Data

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Explore a framework for detecting mode confusion in older drivers using automated vehicles, utilizing eye-tracking data and machine learning to enhance safety and usability.
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1 Lesons
27 minutes
On-Demand
Free-Video
Nicholas Renotte

Build a ML Classification Model in 12 Lines with PyCaret

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Learn to rapidly build and evaluate a heart disease prediction model using PyCaret, a low-code ML library. Covers data loading, model training, testing, and saving in just 12 lines of code.
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9 Lesons
22 minutes
On-Demand
Free-Video
Data Professor

Machine Learning in R - Repurpose Machine Learning Code for New Data

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Learn to adapt machine learning code in R for new datasets. Explore data understanding, visualization, and model building techniques using the DHFR dataset as an example.
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17 Lesons
21 minutes
On-Demand
Free-Video
Databricks

ML Production Pipelines: Building and Deploying a Classification Model

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Learn to build and deploy production-ready machine learning pipelines using Python, Databricks, and MLflow. Explore training and prediction workflows, model registration, and deployment options for both batch and on-demand processing.
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10 Lesons
27 minutes
On-Demand
Free-Video
EuroPython Conference

Developing a Match-Making Algorithm Between Customers and Go-Jek Products

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Explore how GoJek developed a personalized recommendation system using PySpark to match customers with relevant products and vouchers, improving conversion rates.
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9 Lesons
29 minutes
On-Demand
Free-Video
Eclipse Foundation

Feature Estimation for Punching Tool Wear at the Edge

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Discover how to monitor punching tool wear through acceleration measurement and edge processing, comparing TSFEL and MiniRocket algorithms for real-time classification of tool conditions in metal manufacturing.
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1 Lesons
17 minutes
On-Demand
Free-Video
Data Science Conference

Delivering Delivery Time Prediction - Machine Learning Lessons and Model Optimization

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Discover practical insights into ML model development, from handling unclear requirements to ensemble classification techniques and determining optimal probability cutoffs for delivery predictions.
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1 Lesons
26 minutes
On-Demand
Free-Video
Snorkel AI

Tackling Advanced Classification Using Snorkel Flow

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Explore advanced classification techniques using Snorkel Flow, addressing challenges in label schema, high cardinality, and multi-label problems while leveraging foundation models for production-ready solutions.
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1 Lesons
29 minutes
On-Demand
Free-Video
Linux Foundation

An Agile Approach to Threat Modeling for Securing Open Source Projects - EdgeX Foundry Case Study

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Learn an agile approach to threat modeling for open source projects using EdgeX Foundry as an example. Discover practical steps, STRIDE model application, and strategies to evaluate security risks effectively.
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26 Lesons
38 minutes
On-Demand
Free-Video
BIMSA

Unveiling Hidden Backdoors in Manifold Distribution Gaps

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Explore backdoor attacks in deep neural networks, focusing on manifold distribution gaps. Learn to generate stealthy triggered samples and extend decision boundaries for enhanced security understanding.
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1 Lesons
55 minutes
On-Demand
Free-Video
Data Science Dojo

Hybrid Chatbots - Merging LLMs and Classification Models for Enhanced Conversational Experiences

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Explore hybrid chatbots combining LLMs and classification models for natural, engaging interactions. Learn to accelerate development, optimize resources, and enhance accuracy in customer service and healthcare applications.
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7 Lesons
58 minutes
On-Demand
Free-Video
IBM

Mastering Confusion Matrix in Machine Learning - From Confusion to Clarity

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Master the confusion matrix to evaluate and enhance machine learning model performance through accuracy, precision, and recall metrics for better classification results.
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1 Lesons
15 minutes
On-Demand
Free-Video