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#Resampling

Showing: 12 courses
photoshopCAFE

Understand Resolution in Photoshop

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Learn to grasp image size and resolution in Photoshop, including DPI, PPI, screen resolution, and resampling. Gain insights on viewing images and understanding size differences.
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8 Lesons
21 minutes
On-Demand
Free-Video
Julia Silge

Fit and Predict With Logistic Regression for Bird Bath Observations in Australia

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Learn to model bird bath observations in Australia using tidymodels, combining model specifications with feature engineering recipes for effective fitting and prediction.
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8 Lesons
37 minutes
On-Demand
Free-Video
Julia Silge

Predict Water Availability in Sierra Leone With Random Forests

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Explore random forest modeling with tidymodels to analyze water sources in Sierra Leone, covering data preparation, model building, and evaluation techniques.
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14 Lesons
45 minutes
On-Demand
Free-Video
Julia Silge

Predict Class Membership for the Datasaurus Dozen With Tidymodels

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Explore multiclass evaluation metrics for random forest models using the Datasaurus Dozen dataset, focusing on model performance and visualization techniques.
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11 Lesons
27 minutes
On-Demand
Free-Video
Julia Silge

Impute Missing Data and Handle Class Imbalance for Himalayan Climbing Expeditions

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Learn to predict survival in Himalayan climbing expeditions using tidymodels in R. Explore data handling, imputation, and modeling techniques for imbalanced datasets.
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22 Lesons
1 hour 1 minute
On-Demand
Free-Video

Bootstrapping Statistics and Bootstrapping in R

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Learn bootstrapping in statistics and R, covering resampling techniques, hypothesis testing, and confidence intervals. Gain practical skills with examples and downloadable datasets.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Shashank Kalanithi

Practical Statistics for Data Scientists - Statistical Experiments Significance Testing

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Learn statistical experiments and significance testing for data science, covering A/B testing, hypothesis testing, resampling, and ANOVA, with practical examples and insights.
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18 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

An Introduction to State-Space Models, Particle Filters, and Sequential Monte Carlo - Lecture 1

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Explore state-space models, particle filters, and sequential methods in Bayesian statistics with Nicolas Chopin's comprehensive introduction to these advanced mathematical concepts.
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1 Lesons
1 hour 51 minutes
On-Demand
Free-Video
EuroPython Conference

Neat Analytics with Pandas Indexes

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Explore advanced Pandas indexing techniques for efficient data analysis, covering index types, time-series resampling, and multi-indexing to enhance your productivity in Python analytics.
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1 Lesons
29 minutes
On-Demand
Free-Video
Olivio Sarikas

Affinity Photo - Photo Export Intro

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Comprehensive guide to photo exporting in Affinity Photo, covering formats, algorithms, compression, bit depth, resolution, color space, and more for optimal results in print and digital media.
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13 Lesons
21 minutes
On-Demand
Free-Video
Ned Rush

Octatrack Tutorial - Resampling Parts for Live Remixing

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Master resampling techniques on the Elektron Octatrack for dynamic live remixing, exploring creative possibilities and workflow strategies for endless musical variations.
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1 Lesons
14 minutes
On-Demand
Free-Video
PCS Institute for Basic Science

Machine Learning and Resampling for Stochastic Parameterization with Memory

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Explore machine learning and resampling techniques for stochastic parameterization with memory in multiscale dynamical systems, focusing on overcoming challenges in long-memory scenarios.
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1 Lesons
25 minutes
On-Demand
Free-Video