Machine Learning Basics - Machine Learning for Beginners
Comprehensive introduction to machine learning basics, covering key concepts, data manipulation, visualization, and model building using Python libraries and real-world datasets.
Topic Modelling with BERTopic - Applied NLP Tutorial
Learn topic modeling with BERTopic, extract insights from Kaggle notebooks, and create interactive visualizations. Master applied NLP techniques using transformers and c-TF-IDF for interpretable, dense topic clusters.
Understanding SHAP Summary Plot - Interpretable Machine Learning - Day 19
Explore SHAP and Shapley values for interpretable machine learning, focusing on summary plots and dependence plots to enhance model explainability and insights.
Partial Dependence Plots in Machine Learning Explainability - Day 17 of Kaggle's 30 Days of ML
Explore Partial Dependence Plots for interpretable machine learning. Learn to visualize, build, and interpret PDPs, including 2D plots, to enhance model explainability and insights.
Machine Learning with Python - Python for Data Science and Machine Learning
Comprehensive tutorial on NumPy, Pandas, and data visualization tools for Python-based machine learning, covering array operations, data manipulation, and creating statistical graphics.
PyTorch and COVID-19 Research: Advancements in AI and Data Analysis - Keynotes
Explore PyTorch's advancements in machine learning and learn how AI is helping manage COVID-19 research data, featuring insights on industry adoption and scientific information accessibility.
Predictive Modeling in R With Tidymodels and NFL Attendance
Learn to train predictive models using R's tidymodels framework and NFL game attendance data. Explore data splitting, model building, evaluation, and results visualization techniques.
Feature Engineering & Interpretability for XGBoost with Board Game Ratings
Explore advanced modeling with board game ratings data: feature engineering, XGBoost tuning, and explainability methods for data-driven insights and predictive analysis.
Tune and Evaluate a Decision Tree Model with Scooby Doo Episodes
Learn to predict Scooby Doo monster status using decision trees. Explore model tuning, visualization, and simplification techniques with Julia Silge's practical demonstration.
Model Canadian Wind Turbine Capacity With Decision Trees and Tidymodels
Learn to predict Canadian wind turbine capacity using decision trees and tidymodels, with hands-on data preparation, model tuning, and result interpretation techniques.
Tuning XGBoost Using Tidymodels
Optimize XGBoost models for beach volleyball match prediction using tidymodels, exploring data, tuning hyperparameters, and interpreting results.
Hyperparameter Tuning Using Tidymodels
Explore hyperparameter tuning for random forest models using global food consumption data, enhancing model performance and gaining insights into international dietary patterns.
Ways to Solve Neural Search With Jina
Explore neural search techniques, from basics to advanced applications, using Jina for text, audio, and video. Learn to build efficient, scalable search engines with practical insights.
The Plugins That Will Change How You Use ChatGPT
Explore 8 game-changing ChatGPT plugins that enhance functionality, from visual aids to data analysis, offering innovative ways to interact with AI and boost productivity.
GPT-4 Code Interpreter: 18+ Use Cases for Data Analytics and Visualization
Explore GPT-4's Code Interpreter: image editing, data analytics, 3D modeling, and more. Discover 18+ use cases for professionals, students, and enthusiasts to enhance their projects with AI-powered tools.
Introduction to Prometheus, PromQL, and PromLens
Comprehensive introduction to Prometheus monitoring system, PromQL query language, and PromLens tool. Covers setup, configuration, metrics exploration, querying, and practical application for effective system monitoring.
Live Debugging Changelog's Production Kubernetes Latency Issue - Rawkode Live
Live debugging session exploring latency issues in Changelog's Kubernetes cluster, investigating upstream response times, request handling, and potential solutions for improved performance.
Hands-on with Policy Reporter - Kyverno Visibility Tool
Explore Policy Reporter, an open-source tool enhancing Kyverno policy enforcement visibility in Kubernetes. Learn installation, UI features, and integration with monitoring tools.
How to Install Prometheus and Grafana on Docker
Learn to install and configure Prometheus and Grafana on Docker for proactive IT device monitoring. This tutorial covers setup, configuration, and implementation of these powerful open-source tools.
ChatGPT's Code Interpreter Is Here - Your Brain Is Now Useless
Explore ChatGPT's Code Interpreter capabilities in data visualization and video editing, showcasing its potential to outperform human skills across various applications.
ChatGPT Code Interpreter vs Tableau - ChatGPT, Tableau GPT & LLMs
Compara ChatGPT Code Interpreter y Tableau para análisis de datos, explorando capacidades y limitaciones en agregación, visualización y respuesta a preguntas detalladas sobre conjuntos de datos.