An Introduction to Exploratory v5.1 & v5.2

Kan presents a list of new features from Exploratory v5.1 & v5.2.

Transcript

1. EXPLORATORY
2. Kan Nishida co-founder/CEO Exploratory Summary Beginning of 2016, launched Exploratory, Inc. to democratize Data Science. Prior to Exploratory, Kan was a director of development at Oracle leading development teams for building various Data Science products in areas including Machine Learning, BI, Data Visualization, Mobile Analytics, Big Data, etc. While at Oracle, Kan also provided training and consulting services to help organizations transform with data. @KanAugust Instructor
3. Mission Make Data Science Available for Everyone
4. Data Science is not just for Engineers and Statisticians. Exploratory makes it possible for Everyone to do Data Science. The Third Wave
5. First Wave Second Wave Third Wave Proprietary Open Source UI & Programming Programming 2016 2000 1976 Monetization Commoditization Democratization Statisticians Data Scientists Democratization of Data Science Algorithms Experience Tools Open Source UI & Automation Business Users Theme Users
6. Questions Data Science Workflow Communication Data Access Data Wrangling Data Visualization Machine Learning / Statistics Data Exploration
7. Questions What you can do with Exploratory Communication Data Access Data Wrangling Visualization Machine Learning / Statistics Exploratory Data Analysis
8. Exploratory v5.1 & v5.2 New Features
9. EXPLORATORY v5.1
10. New Features • Parameter • Analytics • Chart • Data Wrangling • New Data Sources
11. Parameter
17. Visualization • Violin Plot • Density Chart • Scatter Matrix • Word Cloud • Heatmap - Repeat By Support • Pivot Table - Enhancements
23. Pivot Table - Enhancements • URL Link • Support for Categorical Columns • Grand Total - Support all the aggregation functions • Sort Order
26. Analytics • Boruta • Variable Importance with Linear Regression • Marginal Effects • GLM
32. Data Wrangling • Data Source Switch • Branch Root Switch • Join UI Updates • Filter: Summary Function Support • Preserve the last visited step of Data Wrangling
33. Branch Root Switch
34. Data Source Switch
35. Join UI Updates
36. Join UI Updates
37. Join: Case Insensitive Support
38. Filter: Summary Function Support
39. Data Source • Amazon Athena S3 • Teradata • OAuth Switch
40. Amazon Athena S3
41. Others • Windows Installer • Custom Repository Location • R Package Install inside Project
42. Windows Installer
43. Windows Installer
44. R Package Installation inside Projects
45. EXPLORATORY v5.2
46. • Chart • Chart Highlight • Comment for Chart / Analytics • Performance Improvements • Sort Support for Boxplot and Bubble • Sort Order Setting for X / Y Axis • Data Source • Treasure Data
47. Chart Highlight
48. Comment for Chart / Analytics
49. Comment for Chart / Analytics
50. Sorting for Boxplot
51. Sorting for Bubble
52. Treasure Data
53. Roadmap 5.2 May July 5.3 5.4 September 6.0 November • Analytics: Training vs. Test Modes • Prophet - Enhancements • Causal Inference • Additional Statistical Tests • Chart Binning • Chart - TopN / BottomN • Wrangling: Pivot Step • Time Series Forecasting • Salesforce Data • Google Drive • S3 • Chart - Clustering • Wrangling - Text Matching • Wrangling - Rename All • Collaboration • Cloud
54. Q & A
55. Contact Email kan@exploratory.io Data Science Training https://exploratory.io/training Twitter @KanAugust Online Seminar https://exploratory.io/online-seminar