Videos. Interesting topics
This document provides a list of videos that describe various aspects of using Datagrok. View the most interesting topics to familiarize yourself with Datagrok.
Demos
- Interactive predictions for a coffee company
- Interactive data visualization
- Cheminformatics overview
- Molecular similarity and diversity
- Database exploration
- Table Comparer
- Using formulas in calculated columns
- Joining tables
- Debugging a JS package
- Scripting viewers
- Building dynamic dashboards
Getting started
Full video: link
- Welcome
- Introduction
- Topic overview
- Types of extensions
- First-class functions
- Cross-language support
- Scripting
- Packages, repositories, and version control
- JavaScript API
- [Development environment]
JavaScript API
Full video: link
- Introduction
- JS API Overview
- How does the JS API work?
- API design principles
- JS API entry points
- Event handling
- User-defined classes
- [Q&A part] (can be skipped)
- Cheminformatics demo
- [Q&A part] (can be skipped)
- Custom viewers: Leaflet
- Package utilities
- JS API samples
- [Q&A part] (can be skipped)
Data access
Full video: link
- Opening local files
- File shares
- File Browser
- File metadata
- Exploring file contents
- Connecting to databases
- Visual Queries
- Query Builder
- Custom aggregation functions
- Parametrized queries
- Query transformations
- OpenAPI web services
- Functions and scripts
- Dashboards (live data)
- Developers session
Visualizations
- Topic overview
- Uploading a dataset
- Views and viewers
- Viewer properties
- Viewing performance
- Q&A: colors (can be skipped)
- Objects shared between viewers
- Docking
- Full-screen mode
- Embedding viewers
- Q&A (embedding, permissions) (can be skipped)
- Q&A (reusing the layouts) (can be skipped)
- Selecting and filtering via viewers
- Q&A (viewer mode, suggestions)
- Trellis Plot
- Statistical hypothesis testing
- Wrapping up, part 1
- Scatter Plot
- Histogram
- Bar Chart
- Line Chart
- How to share viewers
- Pie Chart
- Trellis Plot
- Matrix Plot
- 3D scatter Plot
- Density Plot
- PC Plot
- Word Cloud
- Network Diagram
- Box plot
- Tree Map
- Heat Map
- Statistics
- Calendar
- Grid Viewer
- Markdown Viewer
- Tile Viewer
- Form Viewer
- Google Map
- Shape Map
- [Jupiter Notebooks support]
Predictive modeling
Full video: link
- Topic overview
- JS API for predictive modelling
- JS-based viewer demo, Arcadia
- Suggesting applicable predictive models
- Browsing and comparing predictive models
- Predictive model engines
- Training predictive models (Q&A) (can be skipped)
Charpy, medchem browser, octave
Full video: link
- Topic overview
- ChaRPy: converting charts to R and Python scripts
- MedChem Browser
- Octave / Matlab scripting engine
Dsp with wasm, metadata search, debugging packages
Full video: link
- Topic overview
- Datagrok tools
- VS Code integration
- Metadata & unstructured data search engine
- Digital Signal Processing using WebAssembly
Advanced filtering and natural language processing
Full video: link
- User Meeting 9: Introduction
- NLP overview
- Setting up
- File browsing
- Drug review dataset
- Sentiment analysis
- Stohastic proximity embedding
- Predictions for augmented data
- Info panels: text extraction, statistics, embeddings
- New filtering functionality
- Summarization, neural machine translation
Cheminformatics, BioSignals, Files
Full video: link
- User meeting 10: Agenda
- Cheminformatics Overview
- Info panels for Chem domain
- Similarity Search with client-Side RDKit
- Custom renderers in chemically-aware viewers
- Scaffold alignment and highlighting
- Filtering support
- Prospects for further development
- Biosignals package introduction
- Example of a signal processing pipeline
- PhysioNet annotations File Viewer
- Integration of custom filters into pipelines
- Q&A on Signal Processing
- UX features: files and folders sharing
- Dev Tools Updates: TypeScript support, IntelliSense and async in JS Fiddler
ClinicalCase, Activity Cliffs, Function View, BioInformatics
Full video: link
- ClinicalCase: working with clinical data in SDTM format
- Cheminformatics: new features: Activity Cliffs, Curate
- Function View & Sensitivity Analysis
- Sequence Translator: oligonucleotide sequences conversion ( BioSpring, Axolabs)
- Oligo Batch Calculator: extinction coefficient, mass, optical density, Nmole, mol. weight