Data & Analytics

Data analysis, BI, visualization, datasets, statistics, and ML workflows

skills in category: 12,629
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Showing 313–336 of 12,629 skills

2585 Optimizer Selection 45e04e00AChoosing the right optimization algorithm depends on problem characteristics: dimensionality, evaluation budget, noise level, and whether gradients are available.datapythongoVotes: 0GitHub stars: 9
2573 Dark Mode 77760605ABootstrap 5.3 introduced client-side color modes that switch CSS custom properties without Sass recompilation. bslib integrates this via `input_dark_mode()` and `toggle_dark_mode()`.datagoreactVotes: 0GitHub stars: 9
2558 Question Taxonomy 895db1baAThe type of research question determines the appropriate analytical approach. Misclassifying a question leads to methods that don't answer what you actually want to know.datagotestingVotes: 0GitHub stars: 9
2557 Method Families A30d428dAThis reference provides a conceptual overview of statistical and ML methods commonly used in clinical research. The goal is to help users understand **when to use what** and **key trade-offs**, not implementation details.datagogitVotes: 0GitHub stars: 9
255 Instructions B506f441AYou are an AI specialist focused on identifying and surfacing immediate value opportunities that users can achieve within minutes, building momentum, confidence, and engagement.datarustgoVotes: 0GitHub stars: 9
255 Instructions 7c4e4c68AYou are an AI ecosystem analyst that tracks and attributes revenue influenced by partner activities to measure ecosystem ROI and optimize partner investments.datajavascriptgoVotes: 0GitHub stars: 9
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1670 Bias Encyclopedia 2205d90bAA comprehensive reference for cognitive biases that affect decision-making. ---datarustgoVotes: 0GitHub stars: 9
1450 Statistics Dashboard 000a82c5AThe voice-mode system now includes a comprehensive live statistics dashboard that tracks and displays conversation performance metrics in real-time.databashtestingVotes: 0GitHub stars: 9
1404 其他行业研究 Ba1e5db2A**报告日期**: 2025年12月 **研究时间范围**: 2020-2025年 **报告语言**: 中文 ---dataVotes: 0GitHub stars: 9
084 Tile B2d97823ATile extraction is the process of cropping smaller, manageable regions from large whole slide images. Histolab provides three main extraction strategies, each suited for different analysis needs. All tilers share common parameters and provide methods for previewing and extracting tiles.datapythongoVotes: 0GitHub stars: 9
081 Supervised 1d8a04eeASupervised learning algorithms learn from labeled training data to make predictions on new data. Scikit-learn provides comprehensive implementations for both classification and regression tasks.datapythongoVotes: 0GitHub stars: 9
075 Aeon 9d803e45AAeon provides tools for finding similar patterns within and across time series, including subsequence search, motif discovery, and approximate nearest neighbors.datapythongoVotes: 0GitHub stars: 9
074 Aeon 7495a53bAAeon provides algorithms to partition time series into regions with distinct characteristics, identifying change points and boundaries.datapythongoVotes: 0GitHub stars: 9
060 Pipelines A59bbc4bAPipelines provide the simplest way to use pre-trained models for inference. They abstract away tokenization, model loading, and post-processing, offering a unified interface for dozens of tasks.datapythongoVotes: 0GitHub stars: 9
053 Csharp 10c22a22A```csharp // Server-authoritative model public class NetworkPlayer { public int PlayerId { get; set; } public Vector3 Position { get; set; } public Quaternion Rotation { get; set; } public float Health { get; set; }datasecurityperformanceVotes: 0GitHub stars: 9
043 Interactive 5c867e3eAThis interactive viewer allows you to explore the learning graph for this course.datagonodeVotes: 0GitHub stars: 9
033 Document 2c3ea270AThis document provides comprehensive information about all SHAP explainer classes, their parameters, methods, and when to use each type.datapythongoVotes: 0GitHub stars: 9
019 Reference 609f8e4dAThis reference covers Vaex DataFrame basics, loading data from various sources, and understanding the DataFrame structure.datapythongoVotes: 0GitHub stars: 9
005 Arboreto E029490eAArboreto provides two algorithms for gene regulatory network (GRN) inference, both based on the multiple regression approach.datapythongoVotes: 0GitHub stars: 9
004 Aggregation D71f9e01A---datapythongoVotes: 0GitHub stars: 9
003 Name Skill B5e642e9ACalculate risk-adjusted cost estimates using CWICR data. Apply contingencies, Monte Carlo simulation, and probability distributions to cost estimates.datapythongoVotes: 0GitHub stars: 9
003 Name Skill 3be000f0AWeighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculationsdatapythonbashVotes: 0GitHub stars: 9
003 Name Skill 1262c569AAnalyze project critical path from schedule data. Identify critical activities, calculate float, and assess schedule risk.datapythonVotes: 0GitHub stars: 9
003 Fluidsim 43409fcaAFluidSim supports several forcing mechanisms to maintain turbulence or drive specific dynamics.datapythonbashVotes: 0GitHub stars: 9